Chaitanya Malaviya

Google (United States) — United States

Computer Science · Physical Sciences

11h-index1.5kcitations43works1.92yr avg
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Research Topics

Topic Modeling(27), Natural Language Processing Techniques(25), Multimodal Machine Learning Applications(6), Advanced Graph Neural Networks(5), Biomedical Text Mining and Ontologies(5)

Publications43 total

ResearchQA: Evaluating Scholarly Question Answering at Scale Across 75 Fields with Survey-Mined Questions and Rubrics
arXiv (Cornell University)·2025Open Access
Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
arXiv (Cornell University)·2025Open Access
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
arXiv (Cornell University)·2025Open Access
Calibrating Large Language Models with Sample Consistency
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 7 citedOpen Access
On Reference (In-)Determinacy in Natural Language Inference
arXiv (Cornell University)·2025Open Access
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval
2025Open Access
On Reference (In-)Determinacy in Natural Language Inference
2025· 1 citedOpen Access
Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
Transactions of the Association for Computational Linguistics·2025· 1 citedOpen Access
Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
arXiv (Cornell University)·2024Open Access
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
arXiv (Cornell University)·2024· 1 citedOpen Access
DOLOMITES: Domain-Specific Long-Form Methodical Tasks
arXiv (Cornell University)·2024· 1 citedOpen Access
Calibrating Large Language Models with Sample Consistency
arXiv (Cornell University)·2024· 1 citedOpen Access
<scp>Dolomites</scp>: Domain-Specific Long-Form Methodical Tasks
Transactions of the Association for Computational Linguistics·2024Open Access
ExpertQA: Expert-Curated Questions and Attributed Answers
2024· 16 citedOpen Access
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception
2024· 1 citedOpen Access
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
2024· 2 citedOpen Access
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception
arXiv (Cornell University)·2023Open Access
ExpertQA: Expert-Curated Questions and Attributed Answers
arXiv (Cornell University)·2023· 2 citedOpen Access
QUEST: A Retrieval Dataset of Entity-Seeking Queries with Implicit Set Operations
arXiv (Cornell University)·2023Open Access
AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Mark Yatskar(14), Yejin Choi(11), Dan Roth(10), Chandra Bhagavatula(8), Antoine Bosselut(7), Sihao Chen(6), Hannah Rashkin(5), Ronan Le Bras(5), Maarten Sap(4), Aslı Çelikyılmaz(4), Graham Neubig(4), Swabha Swayamdipta(4), Doug Downey(4), Jonathan Berant(4), Yiben Yang(3), Jared Fernandez(3), Jiping Wang(3), Subin Lee(3), Chris Dyer(2), Yoav Goldberg(2)