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- affiliation: University of Cambridge, Language Technology Laboratory, UK
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2020 – today
- 2024
[j46]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics 12: 525-542 (2024)- [c149]Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo:
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI 2024: 22712 - [c148]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. ACL (Short Papers) 2024: 743-753 - [c147]Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen:
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. BioNLP@ACL 2024: 212-235 - [c146]Ulla Petti
, Anna Korhonen:
LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech. LREC/COLING 2024: 10813-10821 - [c145]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING 2024: 13970-13991 - [c144]Marinela Parovic, Ivan Vulic, Anna Korhonen:
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) 2024: 124-137 - [c143]Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen:
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. EMNLP 2024: 1241-1252 - [c142]Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic:
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. EMNLP 2024: 1786-1807 - [c141]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation. EMNLP (Findings) 2024: 7017-7034 - [c140]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. EMNLP (Findings) 2024: 7035-7055 - [c139]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Effective Instruction Tuning with Reverse Instructions. EMNLP (Findings) 2024: 7056-7078 - [c138]Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank:
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP (Findings) 2024: 14396-14419 - [c137]Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic:
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. NAACL (Demonstrations) 2024: 36-52 - [c136]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Are Large Language Model Temporally Grounded? NAACL-HLT 2024: 7064-7083 - [c135]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT 2024: 8195-8211 - [c134]Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad:
CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation. RecSys 2024: 422-432 - [i82]Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulic:
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. CoRR abs/2401.02208 (2024) - [i81]Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti:
Scaling Sparse Fine-Tuning to Large Language Models. CoRR abs/2401.16405 (2024) - [i80]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR abs/2402.10024 (2024) - [i79]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR abs/2403.01929 (2024) - [i78]Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier:
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR abs/2403.16950 (2024) - [i77]Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad:
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR abs/2405.02429 (2024) - [i76]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Spectral Editing of Activations for Large Language Model Alignment. CoRR abs/2405.09719 (2024) - [i75]Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic:
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR abs/2406.02537 (2024) - [i74]Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen:
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. CoRR abs/2406.03930 (2024) - [i73]Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen:
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR abs/2406.11370 (2024) - [i72]Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank:
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? CoRR abs/2406.17600 (2024) - [i71]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. CoRR abs/2407.12402 (2024) - [i70]Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen:
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. CoRR abs/2408.04121 (2024) - [i69]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists. CoRR abs/2408.17437 (2024) - [i68]Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze:
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions. CoRR abs/2409.12958 (2024) - [i67]Marion Thaler, Abdullatif Köksal, Alina Leidinger, Anna Korhonen, Hinrich Schütze:
How far can bias go? - Tracing bias from pretraining data to alignment. CoRR abs/2411.19240 (2024) - 2023
- [j45]Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo:
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. 77: 377-394 (2023) - [j44]Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily R. Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb:
Navigating the development challenges in creating complex data systems. Nat. Mac. Intell. 5(7): 681-686 (2023) - [j43]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics 11: 139-156 (2023) - [j42]Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen:
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics 11: 1396-1415 (2023) - [c133]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) 2023: 176-193 - [c132]Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch:
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. ACL (Findings) 2023: 3732-3755 - [c131]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) 2023: 8147-8165 - [c130]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) 2023: 9174-9193 - [c129]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023: 1439-1454 - [c128]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL 2023: 2081-2097 - [c127]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) 2023: 2408-2423 - [c126]Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti:
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP 2023: 3980-3995 - [c125]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP 2023: 6041-6055 - [c124]Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic:
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP 2023: 6825-6851 - [c123]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) 2023: 7226-7245 - [c122]Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP 2023: 8914-8932 - [c121]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. EMNLP 2023: 9577-9599 - [c120]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models with Bias Probing. EMNLP (Findings) 2023: 12735-12747 - [c119]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. EMNLP (Findings) 2023: 13064-13077 - [c118]Ulla Petti, Rune Nyrup, Jeffrey M. Skopek, Anna Korhonen:
Ethical considerations in the early detection of Alzheimer's disease using speech and AI. FAccT 2023: 1062-1075 - [i66]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR abs/2301.12132 (2023) - [i65]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR abs/2304.08460 (2023) - [i64]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models. CoRR abs/2305.13302 (2023) - [i63]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR abs/2305.13528 (2023) - [i62]Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR abs/2305.13632 (2023) - [i61]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR abs/2305.19216 (2023) - [i60]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR abs/2306.01709 (2023) - [i59]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR abs/2306.02767 (2023) - [i58]Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen:
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR abs/2307.14031 (2023) - [i57]Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart:
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR abs/2310.01929 (2023) - [i56]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR abs/2310.12774 (2023) - [i55]Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic:
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR abs/2310.12892 (2023) - [i54]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. CoRR abs/2310.13995 (2023) - [i53]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. CoRR abs/2310.15135 (2023) - [i52]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Are Large Language Models Temporally Grounded? CoRR abs/2311.08398 (2023) - [i51]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR abs/2311.09502 (2023) - [i50]Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic:
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. CoRR abs/2312.13772 (2023) - 2022
- [j41]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. 74: 1351-1402 (2022) - [c117]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) 2022: 1778-1796 - [c116]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) 2022: 2017-2033 - [c115]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) 2022: 4353-4374 - [c114]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Measuring Context-Word Biases in Lexical Semantic Datasets. EMNLP 2022: 2699-2713 - [c113]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) 2022: 4100-4116 - [c112]Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT 2022: 1791-1799 - [i49]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR abs/2201.13405 (2022) - [i48]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i47]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. CoRR abs/2203.08307 (2022) - [i46]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR abs/2205.00267 (2022) - [i45]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? CoRR abs/2210.06442 (2022) - [i44]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR abs/2210.16953 (2022) - [i43]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR abs/2211.03648 (2022) - [i42]Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch:
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR abs/2212.10455 (2022) - 2021
- [j40]Olga Majewska, Charlotte Collins, Simon Baker, Jari Björne, Susan Windisch Brown, Anna Korhonen, Martha Palmer:
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine. J. Biomed. Semant. 12(1): 12 (2021) - [j39]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics 47(1): 69-116 (2021) - [j38]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics 9: 410-428 (2021) - [j37]Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier:
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2152-2161 (2021) - [c111]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) 2021: 565-574 - [c110]Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283 - [c109]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) 2021: 5751-5767 - [c108]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) 2021: 6952-6969 - [c107]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL 2021: 562-574 - [c106]Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen:
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. EACL 2021: 894-908 - [c105]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) 2021: 1442-1459 - [c104]Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen:
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) 2021: 4762-4781 - [c103]Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) 2021: 7151-7162 - [c102]Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen:
Improving Machine Translation of Rare and Unseen Word Senses. WMT@EMNLP 2021: 614-624 - [i41]Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen:
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR abs/2101.10717 (2021) - [i40]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR abs/2104.08027 (2021) - [i39]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic:
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR abs/2104.08570 (2021) - [i38]Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR abs/2104.08639 (2021) - [i37]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR abs/2105.14398 (2021) - [i36]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. CoRR abs/2108.03334 (2021) - [i35]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR abs/2109.09237 (2021) - [i34]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR abs/2110.07560 (2021) - [i33]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets. CoRR abs/2112.06733 (2021) - 2020
- [j36]Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 46(4): 847-897 (2020) - [j35]Ulla Petti, Simon Baker, Anna Korhonen:
A systematic literature review of automatic Alzheimer's disease detection from speech and language. J. Am. Medical Informatics Assoc. 27(11): 1784-1797 (2020) - [c101]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL 2020: 2872-2882 - [c100]Ryohei Sasano, Anna Korhonen:
Investigating Word-Class Distributions in Word Vector Spaces. ACL 2020: 3657-3666 - [c99]Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas:
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. ACL 2020: 6915-6922 - [c98]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING 2020: 1371-1383 - [c97]Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. COLING 2020: 4716-4731 - [c96]Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen:
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. COLING 2020: 4810-4824 - [c95]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) 2020: 2362-2376 - [c94]Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) 2020: 2377-2390 - [c93]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Towards Better Context-aware Lexical Semantics: Adjusting Contextualized Representations through Static Anchors. EMNLP (1) 2020: 4066-4075 - [c92]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) 2020: 7222-7240 - [c91]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. LREC 2020: 5749-5758 - [c90]Ivan Vulic, Anna Korhonen, Goran Glavas:
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL 2020: 45-54 - [c89]Goran Glavas, Ivan Vulic, Anna Korhonen, Simone Paolo Ponzetto:
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. SemEval@COLING 2020: 24-35 - [i32]Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR abs/2001.11136 (2020) - [i31]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen:
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR abs/2001.11453 (2020) - [i30]Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR abs/2003.04866 (2020) - [i29]Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu:
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR abs/2004.02202 (2020) - [i28]Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier:
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR abs/2004.02214 (2020) - [i27]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR abs/2005.00333 (2020) - [i26]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR abs/2005.05264 (2020) - [i25]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. CoRR abs/2010.05731 (2020) - [i24]Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR abs/2011.00890 (2020) - [i23]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. CoRR abs/2012.15421 (2020) - [i22]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR abs/2012.15682 (2020)
2010 – 2019
- 2019
- [j34]Sampo Pyysalo, Simon Baker, Imran Ali, Stefan Haselwimmer, Tejas Shah, Andrew Young, Yufan Guo, Johan Högberg, Ulla Stenius, Masashi Narita, Anna Korhonen:
LION LBD: a literature-based discovery system for cancer biology. Bioinform. 35(9): 1553-1561 (2019) - [j33]Billy Chiu, Olga Majewska, Sampo Pyysalo, Laura Wey, Ulla Stenius, Anna Korhonen, Martha Palmer:
A neural classification method for supporting the creation of BioVerbNet. J. Biomed. Semant. 10(1): 2:1-2:12 (2019) - [j32]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45(3): 559-601 (2019) - [c88]Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen:
Enhancing biomedical word embeddings by retrofitting to verb clusters. BioNLP@ACL 2019: 125-134 - [c87]Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen:
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. CoNLL 2019: 33-43 - [c86]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL 2019: 216-226 - [c85]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen:
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. EMNLP/IJCNLP (1) 2019: 1273-1278 - [c84]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) 2019: 2206-2217 - [c83]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) 2019: 2900-2910 - [c82]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) 2019: 4406-4417 - [c81]Yi Zhu, Ivan Vulic, Anna Korhonen:
A Systematic Study of Leveraging Subword Information for Learning Word Representations. NAACL-HLT (1) 2019: 912-932 - [c80]Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen:
Bayesian Learning for Neural Dependency Parsing. NAACL-HLT (1) 2019: 3509-3519 - [c79]Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen:
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. NAACL-HLT (1) 2019: 4113-4118 - [c78]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Second-order contexts from lexical substitutes for few-shot learning of word representations. *SEM@NAACL-HLT 2019: 61-67 - [e4]Anna Korhonen, David R. Traum, Lluís Màrquez:
Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers. Association for Computational Linguistics 2019, ISBN 978-1-950737-48-2 [contents] - [i21]Yi Zhu, Ivan Vulic, Anna Korhonen:
A Systematic Study of Leveraging Subword Information for Learning Word Representations. CoRR abs/1904.07994 (2019) - [i20]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR abs/1909.01638 (2019) - [i19]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR abs/1909.02339 (2019) - [i18]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR abs/1909.12375 (2019) - [i17]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen:
Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling. CoRR abs/1911.11672 (2019) - 2018
- [j31]Billy Chiu, Sampo Pyysalo, Ivan Vulic, Anna Korhonen:
Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine. BMC Bioinform. 19(1): 33:1-33:13 (2018) - [j30]Gamal K. O. Crichton, Yufan Guo, Sampo Pyysalo, Anna Korhonen:
Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches. BMC Bioinform. 19(1): 176:1-176:11 (2018) - [j29]Olga Majewska, Ivan Vulic, Diana McCarthy, Yan Huang, Akira Murakami, Veronika Laippala, Anna Korhonen:
Investigating the cross-lingual translatability of VerbNet-style classification. Lang. Resour. Evaluation 52(3): 771-799 (2018) - [j28]Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen:
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics 6: 451-465 (2018) - [c77]Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic:
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) 2018: 1531-1542 - [c76]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. EMNLP 2018: 282-293 - [c75]Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen:
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP 2018: 316-327 - [c74]Olga Majewska, Diana McCarthy, Ivan Vulic, Anna Korhonen:
Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. LREC 2018 - [c73]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. NAACL-HLT 2018: 516-527 - [e3]Anna Korhonen, Ivan Titov:
Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-72-8 [contents] - [i16]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. CoRR abs/1805.03228 (2018) - [i15]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR abs/1807.00914 (2018) - [i14]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR abs/1809.04163 (2018) - 2017
- [j27]Simon Baker, Imran Ali, Ilona Silins, Sampo Pyysalo, Yufan Guo, Johan Högberg, Ulla Stenius, Anna Korhonen:
Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer. Bioinform. 33(24): 3973-3981 (2017) - [j26]Yiding Lu, Yufan Guo, Anna Korhonen:
Link prediction in drug-target interactions network using similarity indices. BMC Bioinform. 18(1): 39:1-39:9 (2017) - [j25]Gamal K. O. Crichton, Sampo Pyysalo, Billy Chiu, Anna Korhonen:
A neural network multi-task learning approach to biomedical named entity recognition. BMC Bioinform. 18(1): 368:1-368:14 (2017) - [j24]Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. Comput. Linguistics 43(4) (2017) - [j23]Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young:
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. Trans. Assoc. Comput. Linguistics 5: 309-324 (2017) - [c72]Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen:
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. ACL (1) 2017: 56-68 - [c71]Simon Baker, Anna Korhonen:
Initializing neural networks for hierarchical multi-label text classification. BioNLP 2017: 307-315 - [c70]Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen:
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. CoNLL 2017: 112-122 - [c69]Edoardo Maria Ponti, Anna Korhonen:
Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL 2017: 25-30 - [c68]Ivan Vulic, Douwe Kiela, Anna Korhonen:
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. EACL (1) 2017: 163-175 - [c67]Ivan Vulic, Nikola Mrksic, Anna Korhonen:
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. EMNLP 2017: 2546-2558 - [c66]Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. *SEM 2017: 22-32 - [i13]Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. CoRR abs/1705.06369 (2017) - [i12]Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young:
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. CoRR abs/1706.00374 (2017) - [i11]Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen:
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. CoRR abs/1706.00377 (2017) - [i10]Ivan Vulic, Nikola Mrksic, Anna Korhonen:
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. CoRR abs/1707.06945 (2017) - [i9]Yiding Lu, Yufan Guo, Anna Korhonen:
Erratum: Link prediction in drug-target interactions network using similarity indices. CoRR abs/1711.00150 (2017) - 2016
- [j22]Simon Baker, Ilona Silins, Yufan Guo, Imran Ali, Johan Högberg, Ulla Stenius, Anna Korhonen:
Automatic semantic classification of scientific literature according to the hallmarks of cancer. Bioinform. 32(3): 432-440 (2016) - [j21]Felix Hill, KyungHyun Cho, Anna Korhonen, Yoshua Bengio:
Learning to Understand Phrases by Embedding the Dictionary. Trans. Assoc. Comput. Linguistics 4: 17-30 (2016) - [c65]Ivan Vulic, Anna Korhonen:
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. ACL (1) 2016 - [c64]Ivan Vulic, Anna Korhonen:
Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? ACL (2) 2016 - [c63]Billy Chiu, Gamal K. O. Crichton, Anna Korhonen, Sampo Pyysalo:
How to Train good Word Embeddings for Biomedical NLP. BioNLP@ACL 2016: 166-174 - [c62]Simon Baker, Anna Korhonen, Sampo Pyysalo:
Cancer Hallmark Text Classification Using Convolutional Neural Networks. BioTxtM@COLING 2016 2016: 1-9 - [c61]Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen:
Survey on the Use of Typological Information in Natural Language Processing. COLING 2016: 1297-1308 - [c60]Simon Baker, Douwe Kiela, Anna Korhonen:
Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. COLING 2016: 2333-2343 - [c59]Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen:
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. EMNLP 2016: 2173-2182 - [c58]Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz:
Anchoring and Agreement in Syntactic Annotations. EMNLP 2016: 2215-2224 - [c57]Felix Hill, Kyunghyun Cho, Anna Korhonen:
Learning Distributed Representations of Sentences from Unlabelled Data. HLT-NAACL 2016: 1367-1377 - [c56]Billy Chiu, Anna Korhonen, Sampo Pyysalo:
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance. RepEval@ACL 2016: 1-6 - [i8]Felix Hill, Kyunghyun Cho, Anna Korhonen:
Learning Distributed Representations of Sentences from Unlabelled Data. CoRR abs/1602.03483 (2016) - [i7]Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz:
Bias and Agreement in Syntactic Annotations. CoRR abs/1605.04481 (2016) - [i6]Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen:
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. CoRR abs/1608.00869 (2016) - [i5]Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. CoRR abs/1608.02117 (2016) - [i4]Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen:
Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations. CoRR abs/1608.05528 (2016) - [i3]Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen:
Survey on the Use of Typological Information in Natural Language Processing. CoRR abs/1610.03349 (2016) - 2015
- [j20]Douwe Kiela, Yufan Guo, Ulla Stenius, Anna Korhonen:
Unsupervised discovery of information structure in biomedical documents. Bioinform. 31(7): 1084-1092 (2015) - [j19]Felix Hill, Roi Reichart, Anna Korhonen:
SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation. Comput. Linguistics 41(4): 665-695 (2015) - [j18]Yufan Guo, Roi Reichart, Anna Korhonen:
Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents. Trans. Assoc. Comput. Linguistics 3: 131-143 (2015) - [c55]Jussi Karlgren, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze:
Evaluating Learning Language Representations. CLEF 2015: 254-260 - [i2]Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio:
Learning to Understand Phrases by Embedding the Dictionary. CoRR abs/1504.00548 (2015) - 2014
- [j17]Felix Hill, Anna Korhonen, Christian Bentz:
A Quantitative Empirical Analysis of the Abstract/Concrete Distinction. Cogn. Sci. 38(1): 162-177 (2014) - [j16]Colin Kelly, Barry Devereux, Anna Korhonen:
Automatic Extraction of Property Norm-Like Data From Large Text Corpora. Cogn. Sci. 38(4): 638-682 (2014) - [j15]Diarmuid Ó Séaghdha, Anna Korhonen:
Probabilistic Distributional Semantics with Latent Variable Models. Comput. Linguistics 40(3): 587-631 (2014) - [j14]Felix Hill, Roi Reichart, Anna Korhonen:
Multi-Modal Models for Concrete and Abstract Concept Meaning. Trans. Assoc. Comput. Linguistics 2: 285-296 (2014) - [c54]Felix Hill, Anna Korhonen:
Concreteness and Subjectivity as Dimensions of Lexical Meaning. ACL (2) 2014: 725-731 - [c53]Douwe Kiela, Felix Hill, Anna Korhonen, Stephen Clark:
Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More. ACL (2) 2014: 835-841 - [c52]Anna Korhonen, Yufan Guo, Simon Baker, Meliha Yetisgen-Yildiz, Ulla Stenius, Masashi Narita, Pietro Liò:
Improving Literature-Based Discovery with Advanced Text Mining. CIBB 2014: 89-98 - [c51]Carolina Scarton, Lin Sun, Karin Kipper Schuler, Magali Sanches Duran, Martha Palmer, Anna Korhonen:
Verb Clustering for Brazilian Portuguese. CICLing (1) 2014: 25-39 - [c50]Yufan Guo, Diarmuid Ó Séaghdha, Ilona Silins, Lin Sun, Johan Högberg, Ulla Stenius, Anna Korhonen:
CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment. COLING (Demos) 2014: 76-80 - [c49]Felix Hill, Anna Korhonen:
Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean. EMNLP 2014: 255-265 - [c48]Simon Baker, Roi Reichart, Anna Korhonen:
An Unsupervised Model for Instance Level Subcategorization Acquisition. EMNLP 2014: 278-289 - [c47]Xiao Jiang, Yufan Guo, Jeroen Geertzen, Dora Alexopoulou, Lin Sun, Anna Korhonen:
Native Language Identification Using Large, Longitudinal Data. LREC 2014: 3309-3312 - [i1]Felix Hill, Roi Reichart, Anna Korhonen:
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation. CoRR abs/1408.3456 (2014) - 2013
- [j13]Yufan Guo, Ilona Silins, Ulla Stenius, Anna Korhonen:
Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review. Bioinform. 29(11): 1440-1447 (2013) - [j12]Ekaterina Shutova, Simone Teufel, Anna Korhonen:
Statistical Metaphor Processing. Comput. Linguistics 39(2): 301-353 (2013) - [j11]Thomas Lippincott, Laura Rimell, Karin Verspoor, Anna Korhonen:
Approaches to verb subcategorization for biomedicine. J. Biomed. Informatics 46(2): 212-227 (2013) - [j10]Laura Rimell, Thomas Lippincott, Karin Verspoor, Helen L. Johnson, Anna Korhonen:
Acquisition and evaluation of verb subcategorization resources for biomedicine. J. Biomed. Informatics 46(2): 228-237 (2013) - [j9]Ekaterina Shutova, Barry Devereux, Anna Korhonen:
Conceptual metaphor theory meets the data: a corpus-based human annotation study. Lang. Resour. Evaluation 47(4): 1261-1284 (2013) - [j8]Ekaterina Shutova, Jakub Kaplan, Simone Teufel, Anna Korhonen:
A computational model of logical metonymy. ACM Trans. Speech Lang. Process. 10(3): 11:1-11:28 (2013) - [c46]Lin Sun, Diana McCarthy, Anna Korhonen:
Diathesis alternation approximation for verb clustering. ACL (2) 2013: 736-741 - [c45]Roi Reichart, Anna Korhonen:
Improved Lexical Acquisition through DPP-based Verb Clustering. ACL (1) 2013: 862-872 - [c44]Felix Hill, Douwe Kiela, Anna Korhonen:
Concreteness and Corpora: A Theoretical and Practical Study. CMCL 2013: 75-83 - [c43]Felix Hill, Anna Korhonen, Christian Bentz:
Large-Scale Empricial Analyses of the Abstract/Concrete Distinction. CogSci 2013 - [c42]Colin Kelly, Anna Korhonen, Barry Devereux:
Minimally Supervised Learning for Unconstrained Conceptual Property Extraction. CogSci 2013 - [c41]Yufan Guo, Roi Reichart, Anna Korhonen:
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. HLT-NAACL 2013: 928-937 - [c40]Tim Van de Cruys, Thierry Poibeau, Anna Korhonen:
A Tensor-based Factorization Model of Semantic Compositionality. HLT-NAACL 2013: 1142-1151 - [p1]Thierry Poibeau, Aline Villavicencio, Anna Korhonen, Afra Alishahi:
Computational Modeling as a Methodology for Studying Human Language Learning. Cognitive Aspects of Computational Language Acquisition 2013: 1-25 - [e2]Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi:
Cognitive Aspects of Computational Language Acquisition. Theory and Applications of Natural Language Processing, Springer 2013, ISBN 978-3-642-31862-7 [contents] - 2012
- [c39]Thomas Lippincott, Anna Korhonen, Diarmuid Ó Séaghdha:
Learning Syntactic Verb Frames using Graphical Models. ACL (1) 2012: 420-429 - [c38]Colin Kelly, Barry Devereux, Anna Korhonen:
Semi-supervised learning for automatic conceptual property extraction. CMCL@NAACL-HLT 2012: 11-20 - [c37]Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen:
CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. COLING (Demos) 2012: 183-190 - [c36]Danish Contractor, Yufan Guo, Anna Korhonen:
Using Argumentative Zones for Extractive Summarization of Scientific Articles. COLING 2012: 663-678 - [c35]Roi Reichart, Anna Korhonen:
Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents. COLING (Posters) 2012: 995-1006 - [c34]Ekaterina Shutova, Tim Van de Cruys, Anna Korhonen:
Unsupervised Metaphor Paraphrasing using a Vector Space Model. COLING (Posters) 2012: 1121-1130 - [c33]Tim Van de Cruys, Laura Rimell, Thierry Poibeau, Anna Korhonen:
Multi-way Tensor Factorization for Unsupervised Lexical Acquisition. COLING 2012: 2703-2720 - [c32]Diarmuid Ó Séaghdha, Anna Korhonen:
Modelling selectional preferences in a lexical hierarchy. *SEM@NAACL-HLT 2012: 170-179 - 2011
- [j7]Yufan Guo, Anna Korhonen, Ilona Silins, Ulla Stenius:
Weakly supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine? Bioinform. 27(22): 3179-3185 (2011) - [j6]Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Johan Högberg, Ulla Stenius:
A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment. BMC Bioinform. 12: 69 (2011) - [j5]Thomas Lippincott, Diarmuid Ó Séaghdha, Anna Korhonen:
Exploring subdomain variation in biomedical language. BMC Bioinform. 12: 212 (2011) - [c31]Yufan Guo, Anna Korhonen, Thierry Poibeau:
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. EMNLP 2011: 273-283 - [c30]Tim Van de Cruys, Thierry Poibeau, Anna Korhonen:
Latent Vector Weighting for Word Meaning in Context. EMNLP 2011: 1012-1022 - [c29]Lin Sun, Anna Korhonen:
Hierarchical Verb Clustering Using Graph Factorization. EMNLP 2011: 1023-1033 - [c28]Diarmuid Ó Séaghdha, Anna Korhonen:
Probabilistic models of similarity in syntactic context. EMNLP 2011: 1047-1057 - [e1]Omri Abend, Anna Korhonen, Ari Rappoport, Roi Reichart:
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, Edinburgh, Scotland, July 30, 2011. Association for Computational Linguistics 2011, ISBN 978-1-937284-13-8 [contents] - 2010
- [c27]Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Lin Sun, Ulla Stenius:
Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes. BioNLP@ACL 2010: 99-107 - [c26]Tom Lippincott, Diarmuid Ó Séaghdha, Lin Sun, Anna Korhonen:
Exploring variation across biomedical subdomains. COLING 2010: 689-697 - [c25]Ekaterina Shutova, Lin Sun, Anna Korhonen:
Metaphor Identification Using Verb and Noun Clustering. COLING 2010: 1002-1010 - [c24]Lin Sun, Thierry Poibeau, Anna Korhonen, Cédric Messiant:
Investigating the cross-linguistic potential of VerbNet-style classification. COLING 2010: 1056-1064 - [c23]Stuart Moore, Sabine Buchholz, Anna Korhonen:
Annotating the Enron Email Corpus with Number Senses. LREC 2010
2000 – 2009
- 2009
- [j4]Anna Korhonen, Ilona Silins, Lin Sun, Ulla Stenius:
The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature. BMC Bioinform. 10: 303 (2009) - [c22]Lin Sun, Anna Korhonen, Ilona Silins, Ulla Stenius:
User-Driven Development of Text Mining Resources for Cancer Risk Assessment. BioNLP@HLT-NAACL 2009: 108-116 - [c21]Lin Sun, Anna Korhonen:
Improving Verb Clustering with Automatically Acquired Selectional Preferences. EMNLP 2009: 638-647 - [c20]Karin Kipper Schuler, Anna Korhonen, Susan Windisch Brown:
VerbNet overview, extensions, mappings and applications. HLT-NAACL (Tutorial Abstracts) 2009: 13-14 - [c19]Anna Korhonen:
Automatic Lexical Classification -- Balancing between Machine Learning and Linguistics. PACLIC 2009: 19-28 - 2008
- [j3]Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer:
A large-scale classification of English verbs. Lang. Resour. Evaluation 42(1): 21-40 (2008) - [c18]Lin Sun, Anna Korhonen, Yuval Krymolowski:
Verb Class Discovery from Rich Syntactic Data. CICLing 2008: 16-27 - [c17]Anna Korhonen, Yuval Krymolowski, Nigel Collier:
The Choice of Features for Classification of Verbs in Biomedical Texts. COLING 2008: 449-456 - [c16]Lin Sun, Anna Korhonen, Yuval Krymolowski:
Automatic Classification of English Verbs Using Rich Syntactic Features. IJCNLP 2008: 769-774 - [c15]Cédric Messiant, Thierry Poibeau, Anna Korhonen:
LexSchem: a Large Subcategorization Lexicon for French Verbs. LREC 2008 - 2007
- [c14]Judita Preiss, Ted Briscoe, Anna Korhonen:
A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora. ACL 2007 - 2006
- [j2]Yoko Mizuta, Anna Korhonen, Tony Mullen, Nigel Collier:
Zone analysis in biology articles as a basis for information extraction. Int. J. Medical Informatics 75(6): 468-487 (2006) - [c13]Anna Korhonen, Yuval Krymolowski, Nigel Collier:
Automatic Classification of Verbs in Biomedical Texts. ACL 2006 - [c12]Anna Korhonen, Yuval Krymolowski, Ted Briscoe:
A Large Subcategorization Lexicon for Natural Language Processing Applications. LREC 2006: 1015-1020 - [c11]Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer:
Extending VerbNet with Novel Verb Classes. LREC 2006: 1027-1032 - 2005
- [j1]Aline Villavicencio, Francis Bond, Anna Korhonen, Diana McCarthy:
Introduction to the special issue on multiword expressions: Having a crack at a hard nut. Comput. Speech Lang. 19(4): 365-377 (2005) - [c10]Jeremy Yallop, Anna Korhonen, Ted Briscoe:
Automatic Acquisition of Adjectival Subcategorization from Corpora. ACL 2005: 614-621 - 2004
- [c9]Judita Preiss, Anna Korhonen:
WSD for subcategorization acquisition task description. SENSEVAL@ACL 2004 - 2003
- [c8]Anna Korhonen, Judita Preiss:
Improving Subcategorization Acquisition Using Word Sense Disambiguation. ACL 2003: 48-55 - [c7]Anna Korhonen, Yuval Krymolowski, Zvika Marx:
Clustering Polysemic Subcategorization Frame Distributions Semantically. ACL 2003: 64-71 - 2002
- [b1]Anna Korhonen:
Subcategorization acquisition. University of Cambridge, UK, 2002 - [c6]Anna Korhonen, Yuval Krymolowski:
On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems. CoNLL 2002 - [c5]Judita Preiss, Anna Korhonen, Ted Briscoe:
Subcategorization Acquisition as an Evaluation Method for WSD. LREC 2002 - [c4]Judita Preiss, Anna Korhonen:
Improving Subcategorization Acquisition with WSD. SENSEVAL 2002: 82-108 - 2000
- [c3]Anna Korhonen, Genevieve Gorrell, Diana McCarthy:
Statistical Filtering and Subcategorization Frame Acquisition. EMNLP 2000: 199-206 - [c2]Anna Korhonen:
Using Semantically Motivated Estimates to Help Subcategorization Acquisition. EMNLP 2000: 216-223
1990 – 1999
- 1998
- [c1]Diana McCarthy, Anna Korhonen:
Detecting Verbal Participation in Diathesis Alternations. COLING-ACL 1998: 1493-1495
Coauthor Index
Edoardo Maria Ponti
aka: Edoardo M. Ponti
aka: Edoardo M. Ponti
[j46] [c148] [c145] [c144] [c143] [c142] [c137] [c135] [c134] [i82] [i81] [i80] [i79] [i78] [i77] [i75] [i73] [j43] [j42] [c133] [c132] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c121] [c119] [i66] [i63] [i61] [i60] [i59] [i58] [i56] [i55] [i54] [i53] [i51] [i50] [j41] [c117] [c116] [c115] [c113] [c112] [i49] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [j39] [j38] [c111] [c110] [c109] [c108] [c107] [c105] [c104] [c103] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [j36] [c101] [c99] [c98] [c97] [c96] [c95] [c94] [c92] [c91] [c90] [c89] [i32] [i31] [i30] [i27] [i26] [i25] [i24] [i23] [j32] [c87] [c86] [c84] [c83] [c82] [c81] [c79] [i21] [i20] [i19] [i18] [j31] [j29] [j28] [c77] [c76] [c75] [c74] [c73] [i16] [i15] [i14] [j24] [j23] [c72] [c70] [c68] [c67] [c66] [i13] [i12] [i11] [i10] [c65] [c64] [c61] [c59] [i6] [i5] [i4] [i3]
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