← Authors

Kyle Lo

52 papers · 2018–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (74) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (11) 🀝 Dynamic Duo (20) πŸ† Grand Slam πŸ‘₯ Mega-Team (60) πŸ”¬ Deep Specialist (13) πŸ’Ž Century Club (52) ❓ The Questioner (2) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (226) πŸ”₯ Unstoppable (8)

Conferences

EMNLP (15) ACL (12) NAACL (9) NIPS (5) EACL (3) ICLR (2) IJCNLP (2) AAAI (1) COLING (1) CVPR (1) ICML (1)

Top co-authors

Arman Cohan (20) Luca Soldaini (17) Iz Beltagy (13) Lucy Lu Wang (10) Hannaneh Hajishirzi (10) David Wadden (9) Doug Downey (8) Dirk Groeneveld (7) Noah A. Smith (7) Bailey Kuehl (7)

Research topics

Digital Humanities (1)

Keywords

information retrieval (12) large language model (12) text generation (5) scientific document (5) language model (5) question answering (5) domain adaptation (4) text classification (4) document summarization (4) information extraction (4) scientific literature (3) multi-document summarization (3) data curation (3) text summarization (3) fact checking (3) scientific text (3) multimodal learning (3) natural language processing (3) claim verification (3) instruction following (3)

Papers

OLMoE: Open Mixture-of-Experts Language Models ICLR 2025
Organize the Web: Constructing Domains Enhances Pre-Training Data Curation ICML 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Human-AI Collaboration: How AIs Augment Human Teammates ACL 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions NAACL 2025
DrawEduMath: Evaluating Vision Language Models with Expert-Annotated Students’ Hand-Drawn Math Images NAACL 2025
Intent-aware Schema Generation and Refinement for Literature Review Tables EMNLP 2025
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024
MathFish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula EMNLP 2024
DataComp-LM: In search of the next generation of training sets for language models NIPS 2024
Paloma: A Benchmark for Evaluating Language Model Fit NIPS 2024
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research ACL 2024
OLMo: Accelerating the Science of Language Models ACL 2024
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ACL 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
BooookScore: A systematic exploration of book-length summarization in the era of LLMs ICLR 2024
One Thousand and One Pairs: A β€œnovel” challenge for long-context language models EMNLP 2024
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents EMNLP 2023
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents EMNLP 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization EACL 2023
Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023
Overview of the Third Workshop on Scholarly Document Processing COLING 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NIPS 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NIPS 2022
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022
SciFact-Open: Towards open-domain scientific claim verification EMNLP 2022
Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 2021
Explaining Relationships Between Scientific Documents ACL 2021
FLEX: Unifying Evaluation for Few-Shot NLP NIPS 2021
Explaining Relationships Between Scientific Documents IJCNLP 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers NAACL 2021
Overview and Insights from the SCIVER shared task on Scientific Claim Verification NAACL 2021
Overview of the Second Workshop on Scholarly Document Processing NAACL 2021
TLDR: Extreme Summarization of Scientific Documents EMNLP 2020
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions EMNLP 2020
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
CORD-19: The COVID-19 Open Research Dataset ACL 2020
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020
S2ORC: The Semantic Scholar Open Research Corpus ACL 2020
SciBERT: A Pretrained Language Model for Scientific Text EMNLP 2019
Combining Distant and Direct Supervision for Neural Relation Extraction NAACL 2019
SciBERT: A Pretrained Language Model for Scientific Text IJCNLP 2019
Construction of the Literature Graph in Semantic Scholar NAACL 2018
Ontology alignment in the biomedical domain using entity definitions and context ACL 2018