← Authors

Aparna Garimella

39 papers · 2016–2026 · 7 conferences · across top CS/AI conferences

Achievements

๐Ÿ Cross-Pollinator (15) ๐ŸŒˆ Renaissance Researcher (8) ๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿ—บ๏ธ Taxonomy Completionist (76) ๐Ÿงญ Keyword Pioneer ๐Ÿฃ Hot Topic Early Bird ๐ŸŒ Conference Polyglot (7) ๐Ÿƒ Academic Marathon (9) โšก Prolific Year (7) ๐Ÿ’Ž Century Club (36) ๐Ÿ—ƒ๏ธ Keyword Collector (172) โ“ The Questioner (6) ๐Ÿ”ฅ Unstoppable (7)

Conferences

EMNLP (15) EACL (7) ACL (5) COLING (4) IJCNLP (4) AACL (2) NAACL (2)

Top co-authors

Rada Mihalcea (7) Balaji Vasan Srinivasan (7) Niyati Chhaya (6) Anandhavelu N (5) Sambaran Bandyopadhyay (4) Pritika Ramu (4) Akriti Jain (4) Ishani Mondal (4) Akhash Amarnath (4) Anandhavelu Natarajan (4)

Keywords

text generation (6) large language model (6) language model (5) gender bia (4) social bia (3) transformer model (2) legal document (2) chart generation (2) bias mitigation (2) cultural bia (2) transfer learning (2) document understanding (2) passage reranking (2) question answering (2) domain adaptation (2) text summarization (2) extractive summarization (2) information retrieval (2) text-to-image generation (2) multihop question answering (2)

Papers

SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis EACL 2026
Knowing Whatโ€™s Missing: Assessing Information Sufficiency in Question Answering EACL 2026
ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025
Modeling Contextual Passage Utility for Multihop Question Answering IJCNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents ACL 2025
Towards Region-aware Bias Evaluation Metrics NAACL 2025
Modeling Contextual Passage Utility for Multihop Question Answering AACL 2025
Infogen: Generating Complex Statistical Infographics from Documents ACL 2025
Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution EMNLP 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context NAACL 2024
DocScript: Document-level Script Event Prediction COLING 2024
Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text EMNLP 2024
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents EACL 2024
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness EMNLP 2024
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024
kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023
A Neural CRF-based Hierarchical Approach for Linear Text Segmentation EACL 2023
What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions EMNLP 2023
โ€œKelly is a Warm Person, Joseph is a Role Modelโ€: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Agent-Specific Deontic Modality Detection in Legal Language EMNLP 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022
Graph-based Keyword Planning for Legal Clause Generation from Topics EMNLP 2022
Text Simplification for Legal Domain: Insights and Challenges EMNLP 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting EACL 2021
Domain-Aware Dependency Parsing for Questions ACL 2021
He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation ACL 2021
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction EACL 2021
He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation IJCNLP 2021
Domain-Aware Dependency Parsing for Questions IJCNLP 2021
โ€œJudge me by my size (noun), do you?โ€ YodaLib: A Demographic-Aware Humor Generation Framework COLING 2020
Womenโ€™s Syntactic Resilience and Menโ€™s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ACL 2019
Demographic-aware word associations EMNLP 2017
Identifying Cross-Cultural Differences in Word Usage COLING 2016