Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Long-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 1HTMuon: Improving Muon via Heavy-Tailed Spectral CorrectionMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache CompressioniFlytek · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1DUET: Joint Exploration of User–Item Profiles in Recommendation SystemMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1ProMediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party NegotiationMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Learning Optimal Message Representations for Agentic CommunicationMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Mind’s Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMsMicrosoft · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Half-S: Halving the Scale for Near-Lossless 4-Bit LLM TrainingSenseTime · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1LoRE: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference AlignmentAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal GenerationCerebras Systems · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Empowering Multi-Turn Tool-Integrated Agentic Reasoning with Group Turn Policy OptimizationNVIDIA · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Prompt Optimization for Relation Extraction using Reinforcement LearningMeta · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1SELECting over Tokens: Curating Pre-training Data at Scale via Token ClassificationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ReSQL: Self-Improving Framework for Reasoning-Aware Text-to-SQL Dataset GenerationLG AI Research · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph PlanningAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Reasoning-Aware AIGC Detection via Alignment and ReinforcementMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Better and Worse with Scale: How Contextual Entrainment Diverges with Model SizeNVIDIA · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search EngineSenseTime · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool CompositionAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1