Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
CoSMoEs: Compact Sparse Mixture of ExpertsMeta · Workshop on Advances in Language and Vision Research (ALVR)Jan 1SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey SimulationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image RetrievalAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Exploring Two-Phase Continual Instruction Fine-tuning for Multilingual Adaptation in Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal LanguageAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1PROBE: PROcess-Based BEnchmark for Hallucination DetectionNVIDIA · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic LimitationsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Hierarchical Policy Optimization for Simultaneous Translation of Unbounded SpeechNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Findings of the MAGMaR 2026 Shared TaskOpenAI · Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR)Jan 1IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical ReasoningNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1I²B-LPO: Latent Policy Optimization via Iterative Information BottleneckAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Diffusion-Based Material Regularization for Physics-Based Inverse RenderingNVIDIA · Lecture notes in computer scienceJan 1Reading Between the Lines: The One-Sided Conversation ProblemAllen Institute for AI · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1A Tree-Based Cloud Network Controller at ScaleAlibaba · IEEE Transactions on NetworkingJan 1Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation DatasetAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language UnderstandingAlphabet, Google DeepMind · Workshop on Generation, Evaluation and Metrics (GEM)Jan 1SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing AlignmentAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1AFMRL: Attribute-Enhanced Fine-Grained Multi-Modal Representation Learning in E-commerceAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1VFA: Empowering Multilingual MLLMs via Vision-Free AdaptationMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Prompts in the Wild: A Large Analyzed Collection of Transactional Prompts in CodeAllen Institute for AI · Linguistic Annotation WorkshopJan 1RoBSA: RoPE-based Blockwise Sparse Multi-head Latent AttentionMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Asking language models how to represent data for fine-tuningMicrosoft · Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era (SURGeLLM)Jan 1