Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
HTMuon: 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 1GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social SimulationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Waking Up Blind: Cold-Start Optimization of Supervision-Free Agentic Trajectories for Grounded Visual PerceptionMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient InferenceAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context ReasoningAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Read As Human: Compressing Context via Parallelizable Close Reading and SkimmingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1WavAlign: Enhancing Intelligence and Expressiveness in Spoken Dialogue Models via Adaptive Hybrid Post-TrainingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1