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Aparna Garimella
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2020 – today
- 2025
- [c32]Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, Jordan Lee Boyd-Graber:
ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly. COLING 2025: 5870-5889 - 2024
- [c31]Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain:
DocScript: Document-level Script Event Prediction. LREC/COLING 2024: 5140-5155 - [c30]Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan L. Boyd-Graber:
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents. EACL (1) 2024: 2664-2684 - [c29]Ishani Mondal, Zongxia Li, Yufang Hou, Anandhavelu Natarajan, Aparna Garimella, Jordan L. Boyd-Graber:
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement. EMNLP (Findings) 2024: 13342-13375 - [c28]Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan:
Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution. EMNLP (Findings) 2024: 15948-15962 - [c27]Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella, Pritika Ramu, Vivek Gupta, Dan Roth:
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness. EMNLP (Findings) 2024: 16696-16717 - [c26]Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay:
Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text. EMNLP 2024: 22206-22216 - [c25]Pritika Ramu, Pranshu Gaur, Rishita Emandi, Himanshu Maheshwari, Danish Javed, Aparna Garimella:
Zooming in on Zero-Shot Intent-Guided and Grounded Document Generation using LLMs. INLG 2024: 676-694 - [c24]Nihar R. Sahoo, Pranamya Prashant Kulkarni, Arif Ahmad, Tanu Goyal, Narjis Asad, Aparna Garimella, Pushpak Bhattacharyya:
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context. NAACL-HLT 2024: 8786-8806 - [i18]Nihar Ranjan Sahoo, Pranamya Prashant Kulkarni, Narjis Asad, Arif Ahmad, Tanu Goyal, Aparna Garimella, Pushpak Bhattacharyya:
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context. CoRR abs/2403.20147 (2024) - [i17]Yekyung Kim, Yapei Chang, Marzena Karpinska, Aparna Garimella, Varun Manjunatha, Kyle Lo, Tanya Goyal, Mohit Iyyer:
FABLES: Evaluating faithfulness and content selection in book-length summarization. CoRR abs/2404.01261 (2024) - [i16]Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan:
Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution. CoRR abs/2405.13095 (2024) - [i15]Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay:
Is this a bad table? A Closer Look at the Evaluation of Table Generation from Text. CoRR abs/2406.14829 (2024) - [i14]Angana Borah, Aparna Garimella, Rada Mihalcea:
Towards Region-aware Bias Evaluation Metrics. CoRR abs/2406.16152 (2024) - [i13]Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella, Pritika Ramu, Vivek Gupta, Dan Roth:
Unraveling the Truth: Do LLMs really Understand Charts? A Deep Dive into Consistency and Robustness. CoRR abs/2407.11229 (2024) - [i12]Ishani Mondal, Zongxia Li, Yufang Hou, Anandhavelu Natarajan, Aparna Garimella, Jordan L. Boyd-Graber:
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement. CoRR abs/2409.19242 (2024) - 2023
- [j2]Aparna Garimella, Carmen Banea, Rada Mihalcea:
Reflection of Demographic Background on Word Usage. Comput. Linguistics 49(2): 373-394 (2023) - [c23]Inderjeet Nair, Aparna Garimella, Balaji Vasan Srinivasan, Natwar Modani, Niyati Chhaya, Srikrishna Karanam, Sumit Shekhar:
A Neural CRF-based Hierarchical Approach for Linear Text Segmentation. EACL (Findings) 2023: 853-863 - [c22]Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng:
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. EMNLP (Findings) 2023: 3730-3748 - [c21]Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger:
What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions. EMNLP 2023: 14708-14725 - [c20]Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer:
kNN-LM Does Not Improve Open-ended Text Generation. EMNLP 2023: 15023-15037 - [c19]Sergio Servantez, Nedim Lipka, Alexa F. Siu, Milan Aggarwal, Balaji Krishnamurthy, Aparna Garimella, Kristian J. Hammond, Rajiv Jain:
Computable Contracts by Extracting Obligation Logic Graphs. ICAIL 2023: 267-276 - [i11]Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma:
Graph-based Keyword Planning for Legal Clause Generation from Topics. CoRR abs/2301.06901 (2023) - [i10]Sagar Joshi, Sumanth Balaji, Jerrin Thomas, Aparna Garimella, Vasudeva Varma:
Investigating Strategies for Clause Recommendation. CoRR abs/2301.10716 (2023) - [i9]Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer:
KNN-LM Does Not Improve Open-ended Text Generation. CoRR abs/2305.14625 (2023) - [i8]Ishani Mondal, Michelle Yuan, Anandhavelu Natarajan, Aparna Garimella, Francis Ferraro, Andrew Blair-Stanek, Benjamin Van Durme, Jordan L. Boyd-Graber:
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction. CoRR abs/2305.14659 (2023) - [i7]Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng:
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. CoRR abs/2310.09219 (2023) - 2022
- [c18]Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma:
Graph-based Keyword Planning for Legal Clause Generation from Topics. NLLP@EMNLP 2022: 276-286 - [c17]Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal, Ananya Ganesh, Niyati Chhaya, Nandakishore Kambhatla:
Text Simplification for Legal Domain: Insights and Challenges. NLLP@EMNLP 2022: 296-304 - [c16]Aniruddha Mahapatra, Sharmila Reddy Nangi, Aparna Garimella, Anandhavelu Natarajan:
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models. EMNLP 2022: 942-951 - [c15]Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger:
Agent-Specific Deontic Modality Detection in Legal Language. EMNLP 2022: 11563-11579 - [c14]Aparna Garimella, Rada Mihalcea, Akhash Amarnath:
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique. AACL/IJCNLP (2) 2022: 311-319 - [c13]Sagar Joshi, Sumanth Balaji, Jerrin Thomas, Aparna Garimella, Vasudeva Varma:
Investigating Strategies for Clause Recommendation. JURIX 2022: 73-82 - [i6]Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger:
Agent-Specific Deontic Modality Detection in Legal Language. CoRR abs/2211.12752 (2022) - [i5]Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger:
What to Read in a Contract? Party-Specific Summarization of Important Obligations, Entitlements, and Prohibitions in Legal Documents. CoRR abs/2212.09825 (2022) - 2021
- [c12]Aparna Garimella, Akhash Amarnath, Kiran Kumar, Akash Pramod Yalla, Anandhavelu Natarajan, Niyati Chhaya, Balaji Vasan Srinivasan:
He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation. ACL/IJCNLP (Findings) 2021: 4534-4545 - [c11]Aparna Garimella, Laura Chiticariu, Yunyao Li:
Domain-Aware Dependency Parsing for Questions. ACL/IJCNLP (Findings) 2021: 4562-4568 - [c10]Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan:
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. EACL 2021: 863-873 - [c9]Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya:
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. EACL 2021: 3072-3079 - [c8]Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain:
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring. EMNLP (1) 2021: 8770-8776 - [c7]Sharmila Reddy Nangi, Atharv Tyagi, Jay Mundra, Sagnik Mukherjee, Raj Snehal, Niyati Chhaya, Aparna Garimella:
AUTOSUMM: Automatic Model Creation for Text Summarization. EMNLP (1) 2021: 10162-10172 - [i4]Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan:
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. CoRR abs/2101.11836 (2021) - [i3]Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya:
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. CoRR abs/2102.00272 (2021) - [i2]Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain:
CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring. CoRR abs/2110.15794 (2021) - 2020
- [b1]Aparna Garimella:
Demographic-Aware Natural Language Processing. University of Michigan, USA, 2020 - [c6]Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea:
"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework. COLING 2020: 2814-2825 - [c5]Emily Saldanha, Aparna Garimella, Svitlana Volkova:
Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation. INLG 2020: 216-226 - [i1]Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea:
"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework. CoRR abs/2006.00578 (2020)
2010 – 2019
- 2019
- [c4]Aparna Garimella, Carmen Banea, Eduard H. Hovy, Rada Mihalcea:
Women's Syntactic Resilience and Men's Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing. ACL (1) 2019: 3493-3498 - 2017
- [c3]Aparna Garimella, Carmen Banea, Rada Mihalcea:
Demographic-aware word associations. EMNLP 2017: 2285-2295 - 2016
- [j1]Rada Mihalcea, Aparna Garimella:
What Men Say, What Women Hear: Finding Gender-Specific Meaning Shades. IEEE Intell. Syst. 31(4): 62-67 (2016) - [c2]Aparna Garimella, Rada Mihalcea:
Zooming in on Gender Differences in Social Media. PEOPLES@COLING 2016: 1-10 - [c1]Aparna Garimella, Rada Mihalcea, James W. Pennebaker:
Identifying Cross-Cultural Differences in Word Usage. COLING 2016: 674-683
Coauthor Index
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last updated on 2025-01-24 18:10 CET by the dblp team
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