Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
ARGenSeg: Image Segmentation with Autoregressive Image Generation ModelAlibaba · neural information processing systems1 citationJan 1, 2025Less is More: Unlocking Specialization of Time Series Foundation Models via Structured PruningAlibaba · neural information processing systems1 citationJan 1, 2025Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering TasksAlibaba · neural information processing systems1 citationJan 1, 2025FaaSTracker: Efficient Cross-Layer Provenance Tracking of Serverless Applications With Multi-Source CorrelationAlibaba · IEEE Transactions on Information Forensics and Security1 citationJan 1, 2025Inference-time Alignment in Continuous SpaceAlibaba, Allen Institute for AI · neural information processing systems1 citationJan 1, 2025ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification QuestionsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025VC4VG: Optimizing Video Captions for Text-to-Video GenerationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Enhancing Reasoning Abilities of Small LLMs with Cognitive AlignmentAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User RequirementsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025DIDS: Domain Impact-aware Data Sampling for Large Language Model TrainingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget ReallocationAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-offAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025CodeArena: Evaluating and Aligning CodeLLMs on Human PreferenceAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language ModelsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025G2: Guided Generation for Enhanced Output Diversity in LLMsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Language Models as Continuous Self-Evolving Data EngineersAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-trainingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025AIR: Complex Instruction Generation via Automatic Iterative RefinementAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-PlayingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)1 citationJan 1, 2025Scale Down to Speed Up: Dynamic Data Selection for Reinforcement LearningAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought ReasoningAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language ModelsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and VerifiabilityAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)1 citationJan 1, 2025Heavy-Ball Momentum Method in Continuous Time and Discretization Error AnalysisAlibaba · neural information processing systems1 citationJan 1, 2025OverLayBench: A Benchmark for Layout-to-Image Generation with Dense OverlapsAlibaba · neural information processing systems1 citationJan 1, 2025