Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
LitPivot: Developing Well-Situated Research Ideas Through Dynamic Contextualization and Critique within the Literature LandscapeAllen Institute for AI · arXiv (Cornell University)Apr 3Improving Attributed Long-form Question Answering with Intent AwarenessAllen Institute for AI · arXiv (Cornell University)Mar 28Counting Circuits: Mechanistic Interpretability of Visual Reasoning in Large Vision-Language ModelsAllen Institute for AI · arXiv (Cornell University)Mar 19Unified Spatio-Temporal Token Scoring for Efficient Video VLMsAllen Institute for AI · arXiv (Cornell University)Mar 18Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real UsersAllen Institute for AI · arXiv (Cornell University)Mar 17Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real UsersAllen Institute for AI · arXiv (Cornell University)Mar 17TurnWise: The Gap between Single- and Multi-turn Language Model CapabilitiesAllen Institute for AI · arXiv (Cornell University)Mar 17Scaling and Transferability of Annealing Strategies in Large Language Model TrainingAllen Institute for AI · Proceedings of the AAAI Conference on Artificial IntelligenceMar 14From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time ScalingAllen Institute for AI · Proceedings of the AAAI Conference on Artificial IntelligenceMar 14Meta-Reinforcement Learning with Self-Reflection for Agentic SearchAllen Institute for AI · arXiv (Cornell University)Mar 11Self-Supervised Multi-Modal World Model with 4D Space-Time EmbeddingAllen Institute for AI · arXiv (Cornell University)Mar 7Narrative Scaffolding: A Narrative-First Framework for Data-Driven SensemakingAllen Institute for AI · ACM International Conference on Intelligent User Interfaces (IUI)2 citationsMar 3Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language ReasoningAllen Institute for AI · arXiv (Cornell University)Feb 26Scale Can't Overcome Pragmatics: The Impact of Reporting Bias on Vision-Language ReasoningAllen Institute for AI · arXiv (Cornell University)Feb 26TrajTok: Learning Trajectory Tokens enables better Video UnderstandingAllen Institute for AI · arXiv (Cornell University)Feb 26Cold-Start Personalization via Training-Free Priors from Structured World ModelsAllen Institute for AI · arXiv (Cornell University)Feb 16WSDM CUP 2026: Multilingual RetrievalAllen Institute for AI · ACM International Conference on Web Search and Data Mining (WSDM)Feb 16Olmix: A Framework for Data Mixing Throughout LM DevelopmentAllen Institute for AI · arXiv (Cornell University)Feb 12A Human-Centric Framework for Data Attribution in Large Language ModelsAllen Institute for AI · arXiv (Cornell University)Feb 11Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal LocalizationAllen Institute for AI · arXiv (Cornell University)Feb 10Overview of the TREC 2025 RAGTIME TrackAllen Institute for AI · arXiv (Cornell University)Feb 10How2Everything: Mining the Web for How-To Procedures to Evaluate and Improve LLMsAllen Institute for AI · arXiv (Cornell University)Feb 9Anchored Decoding: Provably Reducing Copyright Risk for Any Language ModelAllen Institute for AI · arXiv (Cornell University)Feb 6MentorCollab: Large-to-Small Inference-Time Mentorship for Concise Reasoning in Language ModelsAllen Institute for AI · arXiv (Cornell University)Feb 5Synthesizing scientific literature with retrieval-augmented language modelsAllen Institute for AI · Nature34 citationsFeb 4