Eunsol Choi

70 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (12) 🌍 Conference Polyglot (9) 🗺️ Taxonomy Completionist (104) 🌈 Renaissance Researcher (9) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (23) 🤝 Dynamic Duo (10) 👑 Triple Crown 🌱 Topic Pioneer 🔬 Deep Specialist (22) 🏆 Keyword Champion (2) ❓ The Questioner (6) ⚡ Prolific Year (6) 🗃️ Keyword Collector (255) 💎 Century Club (69) 🔥 Unstoppable (11) 📈 Trend Setter

Conferences

EMNLP (23) ACL (20) NAACL (13) ICLR (4) IJCNLP (3) EACL (2) ICML (2) NIPS (2) CONLL (1)

Top co-authors

Luke Zettlemoyer (10) Fangyuan Xu (9) Greg Durrett (8) Yejin Choi (7) Michael Zhang (6) Michael JQ Zhang (5) Akari Asai (5) David Harwath (5) Hung-Ting Chen (4) Minjoon Seo (4)

Keywords

question answering (16) reading comprehension (6) large language model (5) language model (5) long-form question answering (4) text classification (4) neural network (4) low-resource language (3) information retrieval (3) natural language inference (3) cross-lingual question answering (3) long-form answer (3) extractive question answering (3) distant supervision (3) natural language processing (3) knowledge distillation (3) automatic evaluation (3) machine reading comprehension (2) factual knowledge (2) knowledge probing (2)

Papers

SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback EACL 2026

Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs NAACL 2025

Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions ICLR 2025

RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025

CaLMQA: Exploring culturally specific long-form question answering across 23 languages ACL 2025

User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal EMNLP 2025

Scaling Rich Style-Prompted Text-to-Speech Datasets EMNLP 2025

Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025

Diverging Preferences: When do Annotators Disagree and do Models Know? ICML 2025

From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025

Open-World Evaluation for Retrieving Diverse Perspectives NAACL 2025

Textless Speech-to-Speech Translation With Limited Parallel Data EMNLP 2024

Exploring Design Choices for Building Language-Specific LLMs EMNLP 2024

Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024

Complex Claim Verification with Evidence Retrieved in the Wild NAACL 2024

BAT: Learning to Reason about Spatial Sounds with Large Language Models ICML 2024

SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NIPS 2024

KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ACL 2024

RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation ICLR 2024

Learning to Reject with a Fixed Predictor: Application to Decontextualization ICLR 2024

Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024

Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023

A Critical Evaluation of Evaluations for Long-form Question Answering ACL 2023

DiffQG: Generating Questions to Summarize Factual Changes EACL 2023

Continually Improving Extractive QA via Human Feedback EMNLP 2023

Mitigating Temporal Misalignment by Discarding Outdated Facts EMNLP 2023

When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023

Quantifying Train-Evaluation Overlap with Nearest Neighbors ACL 2023

Propagating Knowledge Updates to LMs Through Distillation NIPS 2023

Concise Answers to Complex Questions: Summarization of Long-form Answers ACL 2023

Entity Cloze By Date: What LMs Know About Unseen Entities NAACL 2022

Misinfo Reaction Frames: Reasoning about Readers’ Reactions to News Headlines ACL 2022

How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022

Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022

Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality EMNLP 2022

Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence EMNLP 2022

Generating Literal and Implied Subquestions to Fact-check Complex Claims EMNLP 2022

Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources EMNLP 2022

TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages EMNLP 2022

Modeling Exemplification in Long-form Question Answering via Retrieval NAACL 2022

longhorns at DADC 2022: How many linguists does it take to fool a Question Answering model? A systematic approach to adversarial attacks. NAACL 2022

MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages NAACL 2022

Knowing More About Questions Can Help: Improving Calibration in Question Answering ACL 2021

SituatedQA: Incorporating Extra-Linguistic Contexts into QA EMNLP 2021

Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021

Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021

XOR QA: Cross-lingual Open-Retrieval Question Answering NAACL 2021

Knowing More About Questions Can Help: Improving Calibration in Question Answering IJCNLP 2021

Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval IJCNLP 2021

Challenges in Information-Seeking QA: Unanswerable Questions and Paragraph Retrieval ACL 2021

Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020

Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop ACL 2019

FlowQA: Grasping Flow in History for Conversational Machine Comprehension ICLR 2019

No Permanent Friends or Enemies: Tracking Relationships between Nations from News NAACL 2019

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference NAACL 2019

Proceedings of the 2nd Workshop on Machine Reading for Question Answering EMNLP 2019

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension EMNLP 2019

Proceedings of the Workshop on Machine Reading for Question Answering ACL 2018

Ultra-Fine Entity Typing ACL 2018

QuAC: Question Answering in Context EMNLP 2018

Neural Metaphor Detection in Context EMNLP 2018

Coarse-to-Fine Question Answering for Long Documents ACL 2017

Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking EMNLP 2017

Zero-Shot Relation Extraction via Reading Comprehension CONLL 2017

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension ACL 2017

Document-level Sentiment Inference with Social, Faction, and Discourse Context ACL 2016

Proceedings of the NAACL Student Research Workshop NAACL 2016

Scalable Semantic Parsing with Partial Ontologies IJCNLP 2015

Scalable Semantic Parsing with Partial Ontologies ACL 2015

Scaling Semantic Parsers with On-the-Fly Ontology Matching EMNLP 2013