Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Reasoning-Guided Exploration for Online DPOAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-DepthsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1SAD: A Large-Scale Strategic Argumentative Dialogue DatasetAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the BeginningAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Aligning Agents via Planning: A Benchmark for Trajectory-Level Reward ModelingAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic SearchAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified CriteriaAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1PACE: Predictive Adaptive Context Extraction for Long-Horizon LLM AgentsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine TranslationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data ScarcityAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report GenerationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Understanding the Behaviors of Environment-aware Information RetrievalAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue ModelsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Token-level Inference-Time Alignment for Vision-Language ModelsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity TranslationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Table-as-Search: Agentic Information Seeking is Table CompletionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1V-GameGym: Visual Game Generation for Code Large Language ModelsAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache EvictionAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1Beyond Query Bias: Candidate-Aware Iterative Refinement for Zero-Shot Composed Image RetrievalAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping AssistantsAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1Learning from Emptiness: De-biasing Listwise Rerankers with Content-Agnostic Probability CalibrationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1How Controllable Are Large Language Models? A Unified Evaluation across Behavioral GranularitiesAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn DialogueAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular GenerationAlibaba · Proceedings of the conference - Association for Computational Linguistics. MeetingJan 1To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code EditingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)Jan 1