Aparna Garimella
37 papers · 2016–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (71) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
🌈
Renaissance Researcher
(6)
🔥
Unstoppable · Bronze
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The Questioner
(5)
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Prolific Year · Productive
💎
Century Club · Bronze
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Keyword Collector
(171)
Top co-authors
Research topics
Natural Language Processing
(23)
Artificial Intelligence
(21)
Machine Learning
(21)
Core AI
(21)
Deep Learning
(14)
Applications
(13)
Application Areas
(11)
Generation
(9)
Resources & Methods
(7)
Architectures
(6)
Core Methods
(6)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(5)
Understanding
(4)
Computer Vision
(3)
Keywords
large language model
(7)
text generation
(6)
language model
(4)
gender bia
(4)
transfer learning
(2)
extractive summarization
(2)
cultural bia
(2)
social bia
(2)
legal document
(2)
text-to-image generation
(2)
domain adaptation
(2)
chart generation
(2)
document understanding
(2)
text summarization
(2)
temporal reasoning
(1)
data augmentation
(1)
similarity search
(1)
natural language inference
(1)
knowledge distillation
(1)
bayesian inference
(1)
Papers
Decisive: Guiding User Decisions with Optimal Preference Elicitation from Unstructured Documents
ACL 2026
Knowing What’s Missing: Assessing Information Sufficiency in Question Answering
EACL 2026
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis
EACL 2026
SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity
EACL 2026
TabReX: Tabular Referenceless eXplainable Evaluation
ACL 2026
ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly
COLING 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents
EMNLP 2025
Infogen: Generating Complex Statistical Infographics from Documents
ACL 2025
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents
ACL 2025
Modeling Contextual Passage Utility for Multihop Question Answering
IJCNLP 2025
Towards Region-aware Bias Evaluation Metrics
NAACL 2025
DocScript: Document-level Script Event Prediction
COLING 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context
NAACL 2024
Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text
EMNLP 2024
Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution
EMNLP 2024
Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents
EACL 2024
SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement
EMNLP 2024
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness
EMNLP 2024
A Neural CRF-based Hierarchical Approach for Linear Text Segmentation
EACL 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters
EMNLP 2023
kNN-LM Does Not Improve Open-ended Text Generation
EMNLP 2023
What to Read in a Contract? Party-Specific Summarization of Legal Obligations, Entitlements, and Prohibitions
EMNLP 2023
Agent-Specific Deontic Modality Detection in Legal Language
EMNLP 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique
AACL 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models
EMNLP 2022
Graph-based Keyword Planning for Legal Clause Generation from Topics
EMNLP 2022
Text Simplification for Legal Domain: Insights and Challenges
EMNLP 2022
AUTOSUMM: Automatic Model Creation for Text Summarization
EMNLP 2021
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring
EMNLP 2021
Domain-Aware Dependency Parsing for Questions
ACL 2021
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting
EACL 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
ACL 2021
“Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation Framework
COLING 2020
Women’s Syntactic Resilience and Men’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