Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal LanguageAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1MemPO: Self-Memory Policy Optimization for Long-Horizon AgentsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1On the Step Length Confounding in LLM Reasoning Data SelectionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question AnsweringAlibaba · 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 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 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 1GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language ModelsAlibaba · 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 1Nested Browser-Use Learning for Agentic Information SeekingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1U-Fold: Dynamic Intent-Aware Context Folding for User-Centric AgentsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text DetectionAlibaba · 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 1Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image EditingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Modeling LLM Unlearning as an Asymmetric Two-Task Learning ProblemAlibaba · 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 1REVEALER: Reinforcement-Guided Visual Reasoning for Element-Level Text-Image Alignment EvaluationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Beyond Quantity: Trajectory Diversity Scaling for Code AgentsAlibaba · 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 1CoEvolve: Training LLM Agents via Agent-Data Mutual EvolutionAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1