Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and ThoroughlyNVIDIA · neural information processing systems30 citationsJan 1, 2025EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence CheckingAlphabet · Conference on Empirical Methods in Natural Language Processing (EMNLP)30 citationsJan 1, 2025Shifting from Ranking to Set Selection for Retrieval Augmented GenerationLG AI Research · Proceedings of the conference - Association for Computational Linguistics. Meeting30 citationsJan 1, 2025Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm PerspectiveMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting30 citationsJan 1, 2025Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?Alphabet · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)30 citationsJan 1, 2025LongReward: Improving Long-context Large Language Models with AI FeedbackZhipu AI · Proceedings of the conference - Association for Computational Linguistics. Meeting30 citationsJan 1, 2025CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual WorldsMicrosoft · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)30 citationsJan 1, 2025REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM RelianceAllen Institute for AI · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)30 citationsJan 1, 2025Case studies of AI policy development in AfricaMeta · Data & Policy30 citationsJan 1, 2025Parameter Efficient Fine-tuning via Explained Variance AdaptationGoogle DeepMind · neural information processing systems29 citationsJan 1, 2025GVPO: Group Variance Policy Optimization for Large Language Model Post-TrainingOpenAI · neural information processing systems29 citationsJan 1, 2025Rendering-Aware Reinforcement Learning for Vector Graphics GenerationAlphabet · neural information processing systems29 citationsJan 1, 2025Automating the Search for Artificial Life With Foundation ModelsOpenAI, Sakana AI · Artificial Life29 citationsJan 1, 2025TESS 2: A Large-Scale Generalist Diffusion Language ModelAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. Meeting29 citationsJan 1, 2025AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM AgentsAllen Institute for AI · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)29 citationsJan 1, 2025Lrp4rag: Detecting Hallucinations in Retrieval-Augmented Generation Via Layer-Wise Relevance PropagationAlibaba · SSRN Electronic Journal29 citationsJan 1, 2025AdvPrefix: An Objective for Nuanced LLM JailbreaksMeta · neural information processing systems29 citationsJan 1, 2025Imagine360: Immersive 360 Video Generation from Perspective AnchorGoogle DeepMind · neural information processing systems29 citationsJan 1, 2025MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPONVIDIA · neural information processing systems28 citationsJan 1, 2025MLZero: A Multi-Agent System for End-to-end Machine Learning AutomationAlphabet · neural information processing systems28 citationsJan 1, 2025Interactive Face Video Coding: A Generative Compression FrameworkAlibaba · IEEE Transactions on Image Processing28 citationsJan 1, 2025Mixture of Noise for Pre-Trained Model-Based Class-Incremental LearningMicrosoft · neural information processing systems27 citationsJan 1, 2025Carbon-Aware Computing for Data Centers with Probabilistic Performance GuaranteesAlphabet · IEEE Transactions on Power Systems27 citationsJan 1, 2025AutoDiscovery: Open-ended Scientific Discovery via Bayesian SurpriseAllen Institute for AI, Alphabet · neural information processing systems27 citationsJan 1, 2025EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-JudgeOpenAI · neural information processing systems27 citationsJan 1, 2025