Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
From 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 1From Word to World: Can Large Language Models be Implicit Text-based World Models?Microsoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Retrieval Heads are DynamicAlibaba · 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 1Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context FocusingSenseTime · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1From Pseudo-Balancing to True Specialization: Memory-Aware Routing for Mixture-of-ExpertsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1U-Fold: Dynamic Intent-Aware Context Folding for User-Centric AgentsAlibaba · 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 1SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chain ManagementAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Prompts in the Wild: A Large Analyzed Collection of Transactional Prompts in CodeAllen Institute for AI · Linguistic Annotation WorkshopJan 1Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image EditingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 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 1Speculative Refinement: A Hybrid Autoregressive Diffusion Decoding Strategy and Its Behavior Across BenchmarksMicrosoft · Workshop on Generation, Evaluation and Metrics (GEM)Jan 1Language Models Struggle to Use Representations Learned In-ContextAlphabet, Google DeepMind · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Language Models Don’t Know What You Want: Evaluating Personalization in Deep Research Needs Real UsersAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1