Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
SELECting over Tokens: Curating Pre-training Data at Scale via Token ClassificationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph PlanningAlibaba · 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 1Calibrated Speculative Decoding: Frequency-Guided Candidate Selection for Efficient InferenceAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward ModelsAlibaba · 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 1MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented EnvironmentsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1How Do Answer Tokens Read Reasoning Traces? Self-Reading Patterns in Thinking LLMs for Quantitative ReasoningAlibaba · 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 1MemTR: Enhancing Tool-Calling Reliability via Uncertainty-Triggered FFN-Space RetracingAlibaba · 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 1ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving VariantsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification StrategyAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 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 1ToolRM: Towards Agentic Tool-Use Reward ModelingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM𝛥 Integration into Upcycled MoEAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document ReconstructionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph ConstructionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1OmniDance: Multimodal Driven Dance Video Generation with Large-Scale Internet DataAlibaba · Lecture notes in computer scienceJan 1