Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained ExplorationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference OptimizationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025Pruning General Large Language Models into Customized Expert ModelsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and InferenceAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge RefinementAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1, 2025The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction TuningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal ReasoningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Self-Steering Optimization: Autonomous Preference Optimization for Large Language ModelsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational ReasoningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025A2ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector QuantizationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Enhanced Data Synthesis for LLM through Reasoning Structures Generated by Hierarchical GFlowNetAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1, 2025Transferable Post-training via Inverse Value LearningAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)Jan 1, 2025PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity MaximizationAlibaba · Workshop on Trustworthy NLP (TrustNLP)Jan 1, 2025Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs GeneratorAlibaba · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)Jan 1, 2025Concise and Organized Perception Facilitates Reasoning in Large Language ModelsAlibaba · Findings of the Association for Computational Linguistics: NAACLJan 1, 2025Charge Your Clients: Payable Secure Computation and Its ApplicationsAlibaba · IEEE Transactions on Information Forensics and SecurityJan 1, 2025A Survey on Knowledge Graph Evolution: Proliferation, Dynamic Embedding, and VersioningAlibaba · International Journal of Web and Grid ServicesJan 1, 2025Sentence-graph-level knowledge injection with multi-task learningAlibaba · World Wide WebJan 1, 2025