Valentina Pyatkin

Venues

Frequent coauthors

Papers

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

   Michael J. Q. Zhang

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2. Generalizing Verifiable Instruction Following
   NeurIPS 2025 · Valentina Pyatkin
3. Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback
   ACL 2025 ·

   Lester James Validad Miranda

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4. Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs
   ACL 2025 ·

   William Berkeley Sheffield

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5. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Tutorial Abstracts, Suzhou, China, November 4-9, 2025
   EMNLP 2025 · Valentina Pyatkin
6. RewardBench: Evaluating Reward Models for Language Modeling
   NAACL 2025 ·

   Nathan Lambert

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7. SafetyAnalyst: Interpretable, Transparent, and Steerable Safety Moderation for AI Behavior
   ICML 2025 ·

   Jing-Jing Li

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8. Superlatives in Context: Modeling the Implicit Semantics of Superlatives
   NAACL 2025 · Valentina Pyatkin
9. WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
   ICLR 2025 ·

   Bill Yuchen Lin

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10. Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
    ACL 2024 ·

    Paul Roit

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11. OLMo: Accelerating the Science of Language Models
    ACL 2024 ·

    Dirk Groeneveld

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12. Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement
    ICLR 2024 ·

    Linlu Qiu

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13. PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
    ICLR 2024 ·

    Faeze Brahman

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14. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models
    ACL 2024 ·

    Paul Röttger

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15. Promptly Predicting Structures: The Return of Inference
    NAACL 2024 ·

    Maitrey Mehta

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16. The Art of Saying No: Contextual Noncompliance in Language Models
    NeurIPS 2024 ·

    Faeze Brahman

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17. Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
    NeurIPS 2024 ·

    Hamish Ivison

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18. Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties
    AAAI 2024 ·

    Taylor Sorensen

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