Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
BitNet Text EmbeddingsMicrosoft · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Physics Question Scene Graph: Fine-Grained Evaluation of Physical Plausibility in Text-to-Video GenerationAllen Institute for AI · Lecture notes in computer scienceJan 1MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image ReconstructionMicrosoft · Lecture notes in computer scienceJan 1Cross-Lingual Exploration for Parametric KnowledgeAlphabet · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1CALIBER: Calibrating Confidence Before and After Reasoning in Language ModelsCohere · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Video2Code: Generating Interactive Webpages from UI Videos via Action-Aware RevisitZhipu AI · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer DecodingAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Architectural Imperative: Distributed Computer Systems Infrastructure for a Sustainable AI WorldMeta · International Journal of Artificial Intelligence and Machine LearningJan 1Diffusion-Proof: Recipe for Formal Theorem Proving Beyond Auto-Regressive GenerationNVIDIA · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1Detecting Safety Training Modification in Language Models via Activation AnalysisAlphabet · IEEE AccessJan 1GD2PO: Group-Dynamic Reward-Decoupled Policy Optimization for Mitigating Multi-Reward RL ConflictsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1DenseControl: Instance-Level Controllable Synthesis of Dense Crowd ImageAlibaba · IEEE Transactions on MultimediaJan 1EIBench: A Simulator-Based Benchmark and Turn-Credit RL for Emotion ManagementAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1pFedVIReID: Personalized Federated Learning for VI-ReID With Decoupled Local and Global TuningMicrosoft · IEEE Transactions on MultimediaJan 1ClinHallu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical MLLM ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Cyber-assisted Homicide at the Medical–domestic Interface: Digital Interference, Forensic Indicators, and Investigative ImplicationsNVIDIA · The Saudi Journal of Forensic Medicine and SciencesJan 1MeMo: Attentional Momentum for Real-Time Audio-Visual Target Speaker Extraction Under Impaired Visual ConditionsAlibaba · IEEE Transactions on Audio Speech and Language ProcessingJan 1Bayesian Probing on GraphsMicrosoft · Lecture notes in computer scienceJan 1SemanticXR: Low Power, Real-time Queryable Semantic Mapping with a Device-Cloud ArchitectureNVIDIA · IEEE Transactions on Visualization and Computer GraphicsJan 1Lung-R1: A Knowledge Graph-Guided LLM for Pulmonary Diagnostic ReasoningAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix ItMistral AI · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Schema-Aware Localisation (SAL): Live Schema Grounding and Hallucination Validation for Oracle NL2SQLMicrosoft · SSRN Electronic JournalJan 1Role-Agent: Bootstrapping LLM Agents via Dual-Role EvolutionAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1PRISM: Recovering Instruction Sets from Language Model ActivationsMicrosoft · Conference on Empirical Methods in Natural Language Processing (EMNLP)Jan 1Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language ModelsAlibaba · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)Jan 1