Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Diffusion-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 1Long-Chain Reasoning Distillation via Adaptive Prefix AlignmentAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMsNVIDIA · Workshop on Generation, Evaluation and Metrics (GEM)Jan 1REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment EvaluationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine TranslationMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1FADE: Probing the Limits of VLMs on fine-grained OCRAlphabet · Workshop on Advances in Language and Vision Research (ALVR)Jan 1Beyond Quantity: Trajectory Diversity Scaling for Code AgentsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1