Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
GRAPHIA: 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 1Learning Video Dynamics with Predictive Differentiable RenderingAlibaba · Lecture notes in computer scienceJan 1HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playingMiniMax · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Structured Episodic Event MemoryAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Speech Translation and Metrics in 2026: Findings of the IWSLT CampaignGoogle DeepMind · International Conference on Spoken Language Translation (IWSLT)Jan 1Accelerating Prefilling via Decoding-time Contribution SparsityMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Scaling Law for Multimodal Large Language Model Supervised Fine-TuningMeta · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-MakingGoogle DeepMind · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Apeiron: A Scalable LLM-agentic Framework for Autonomous Full-lifecycle Demand-optimized Application SynthesisMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1MemTR: Enhancing Tool-Calling Reliability via Uncertainty-Triggered FFN-Space RetracingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttentionMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1MARCH: Multi-Agent Reinforced Check for HallucinationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language ModelsiFlytek · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving VariantsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Beyond Monolithic Culture: Evaluating Understandability of Online Text Across Cultural DimensionsMicrosoft · Workshop on Cross-Cultural Considerations in NLP (C3NLP)Jan 1Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format ReasoningSenseTime · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMsAlphabet · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1L2Dir: Integrating L_2-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal RetrievalAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory DistillationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1