Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with PsychometricsAllen Institute for AI · Findings of the Association for Computational Linguistics: NAACL20 citationsJan 1, 2025Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based EvaluationLG AI Research · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)20 citationsJan 1, 2025NAVIX: Scaling MiniGrid Environments with JAXOpenAI, Sakana AI · neural information processing systems20 citationsJan 1, 2025KORGym: A Dynamic Game Platform for LLM Reasoning EvaluationAlibaba · neural information processing systems19 citationsJan 1, 2025GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection BehaviorSenseTime · neural information processing systems19 citationsJan 1, 2025Meta-World+: An Improved, Standardized, RL BenchmarkAlphabet · neural information processing systems19 citationsJan 1, 2025Why and How LLMs Hallucinate: Connecting the Dots with Subsequence AssociationsAllen Institute for AI · neural information processing systems19 citationsJan 1, 2025Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian LanguagesMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting19 citationsJan 1, 2025Ai2 Scholar QA: Organized Literature Synthesis with AttributionAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. Meeting19 citationsJan 1, 2025How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?Google DeepMind · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)19 citationsJan 1, 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon LayersMeta · SSRN Electronic Journal19 citationsJan 1, 2025UA-LIO: An Uncertainty-Aware LiDAR-Inertial Odometry for Autonomous Driving in Urban EnvironmentsAlibaba · IEEE Transactions on Instrumentation and Measurement19 citationsJan 1, 2025Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and EvaluationAlibaba · Lecture notes in computer science19 citationsJan 1, 2025Noise Injection Reveals Hidden Capabilities of Sandbagging Language ModelsAnthropic · neural information processing systems19 citationsJan 1, 2025Incentivizing Dual Process Thinking for Efficient Large Language Model ReasoningAlibaba · neural information processing systems18 citationsJan 1, 2025BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation LearningNVIDIA · neural information processing systems18 citationsJan 1, 2025CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and ThoroughnessAlibaba · neural information processing systems18 citationsJan 1, 2025P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)18 citationsJan 1, 2025HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget ReallocationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)18 citationsJan 1, 2025Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Fine-tuningMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)18 citationsJan 1, 2025$Q\sharp$: Provably Optimal Distributional RL for LLM Post-TrainingDatabricks · neural information processing systems18 citationsJan 1, 2025Accelerating RL for LLM Reasoning with Optimal Advantage RegressionDatabricks · neural information processing systems18 citationsJan 1, 2025Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context LearningMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting18 citationsJan 1, 2025Spar: Personalized Content-Based Recommendation Via Long Engagement AttentionMeta · SSRN Electronic Journal18 citationsJan 1, 2025Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM SystemsAlphabet · neural information processing systems18 citationsJan 1, 2025