Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
START: Self-taught Reasoner with ToolsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025A Probabilistic Inference Scaling Theory for LLM Self-CorrectionAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual TransformersAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)2 citationsJan 1, 2025Controlling Thinking Speed in Reasoning ModelsAlibaba · neural information processing systems2 citationsJan 1, 2025Jodes: Efficient Oblivious Join in the Distributed SettingAlibaba · Proceedings of the VLDB Endowment2 citationsJan 1, 2025Mitigating Voice Assistant Eavesdropping via Event Source Review on Mobile DevicesAlibaba · IEEE Transactions on Information Forensics and Security2 citationsJan 1, 2025HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio GenerationAlibaba, Meta · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and CompetitionAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025Enhancing Multimodal Retrieval via Complementary Information Extraction and AlignmentAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025JsonTuning: Towards Generalizable, Robust, and Controllable Instruction TuningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)2 citationsJan 1, 2025Automated Fine-Grained Mixture-of-Experts QuantizationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)2 citationsJan 1, 2025Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging TasksAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense ReasoningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)2 citationsJan 1, 2025PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference OptimizationAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)2 citationsJan 1, 2025ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in IndustryAlibaba · Proceedings of the conference - Association for Computational Linguistics. Meeting2 citationsJan 1, 2025Improving End-to-End Speech-to-Text Translation With Document-Level ContextAlibaba · IEEE Transactions on Audio Speech and Language Processing2 citationsJan 1, 2025Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and EvaluationAlibaba · Lecture notes in computer science2 citationsJan 1, 2025OpenGU: A Comprehensive Benchmark for Graph UnlearningAlibaba · neural information processing systems2 citationsJan 1, 2025The Matrix: Infinite-Horizon World Generation with Real-Time Moving ControlAlibaba · neural information processing systems2 citationsJan 1, 2025Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation ModelsAlibaba · neural information processing systems1 citationJan 1, 2025SparseDiT: Token Sparsification for Efficient Diffusion TransformerAlibaba · neural information processing systems1 citationJan 1, 2025Incentivizing Dual Process Thinking for Efficient Large Language Model ReasoningAlibaba · neural information processing systems1 citationJan 1, 2025A Closer Look at Graph Transformers: Cross-Aggregation and BeyondAlibaba · neural information processing systems1 citationJan 1, 2025