Aparna Garimella

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 45

Top Topics

Top Venues

Publications

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)
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 (2024)
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 (2024)
Pritika Ramu, Aparna Garimella, Sambaran Bandyopadhyay
Is this a bad table? A Closer Look at the Evaluation of Table Generation from Text. CoRR (2024)
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)
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 (2024)
Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella, Anandhavelu Natarajan
Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution. CoRR (2024)
Angana Borah, Aparna Garimella, Rada Mihalcea
Towards Region-aware Bias Evaluation Metrics. CoRR (2024)
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)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
kNN-LM Does Not Improve Open-ended Text Generation. EMNLP (2023)
Aparna Garimella, Carmen Banea, Rada Mihalcea
Reflection of Demographic Background on Word Usage. Comput. Linguistics 49 (2) (2023)
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)
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 (2023)
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 (2023)
Shufan Wang, Yixiao Song, Andrew Drozdov, Aparna Garimella, Varun Manjunatha, Mohit Iyyer
KNN-LM Does Not Improve Open-ended Text Generation. CoRR (2023)
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)
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)
Sagar Joshi, Sumanth Balaji, Jerrin Thomas, Aparna Garimella, Vasudeva Varma
Investigating Strategies for Clause Recommendation. CoRR (2023)
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)
Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma
Graph-based Keyword Planning for Legal Clause Generation from Topics. CoRR (2023)
Aparna Garimella, Rada Mihalcea, Akhash Amarnath
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique. AACL/IJCNLP (2) (2022)
Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
Agent-Specific Deontic Modality Detection in Legal Language. CoRR (2022)
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)
Sagar Joshi, Sumanth Balaji, Aparna Garimella, Vasudeva Varma
Graph-based Keyword Planning for Legal Clause Generation from Topics. NLLP@EMNLP (2022)
Sagar Joshi, Sumanth Balaji, Jerrin Thomas, Aparna Garimella, Vasudeva Varma
Investigating Strategies for Clause Recommendation. JURIX (2022)
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 (2022)
Aparna Garimella, Abhilasha Sancheti, Vinay Aggarwal, Ananya Ganesh, Niyati Chhaya, Nandakishore Kambhatla
Text Simplification for Legal Domain: Insights and Challenges. NLLP@EMNLP (2022)
Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
Agent-Specific Deontic Modality Detection in Legal Language. EMNLP (2022)
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)
Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. EACL (2021)
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)
Aparna Garimella, Laura Chiticariu, Yunyao Li
Domain-Aware Dependency Parsing for Questions. ACL/IJCNLP (Findings) (2021)
Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. CoRR (2021)
Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring. EMNLP (1) (2021)
Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. CoRR (2021)
Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
CLAUSEREC: A Clause Recommendation Framework for AI-aided Contract Authoring. CoRR (2021)
Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. EACL (2021)
Emily Saldanha, Aparna Garimella, Svitlana Volkova
Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation. INLG (2020)
Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea
"Judge me by my size (noun), do you?" YodaLib: A Demographic-Aware Humor Generation Framework. CoRR (2020)
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)
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)
Aparna Garimella, Carmen Banea, Rada Mihalcea
Demographic-aware word associations. EMNLP (2017)
Aparna Garimella, Rada Mihalcea
Zooming in on Gender Differences in Social Media. PEOPLES@COLING (2016)
Rada Mihalcea, Aparna Garimella
What Men Say, What Women Hear: Finding Gender-Specific Meaning Shades. IEEE Intell. Syst. 31 (4) (2016)
Aparna Garimella, Rada Mihalcea, James W. Pennebaker
Identifying Cross-Cultural Differences in Word Usage. COLING (2016)