Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Taxonomizing Representational Harms using Speech Act TheoryMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025RASD: Retrieval-Augmented Speculative DecodingAlibaba · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025Learning to Select In-Context Demonstration Preferred by Large Language ModelMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025Context-DPO: Aligning Language Models for Context-FaithfulnessMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)11 citationsJan 1, 2025OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training TokensAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. Meeting11 citationsJan 1, 2025Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context LearningNVIDIA · Proceedings of the conference - Association for Computational Linguistics. Meeting11 citationsJan 1, 2025DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learningMicrosoft · AI Open11 citationsJan 1, 2025FLARE: Toward Universal Dataset Purification Against Backdoor AttacksAlibaba · IEEE Transactions on Information Forensics and Security11 citationsJan 1, 2025PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity MaximizationAlibaba · Workshop on Trustworthy NLP (TrustNLP)11 citationsJan 1, 2025Re-evaluating Automatic LLM System Ranking for Alignment with Human PreferenceAllen Institute for AI · Findings of the Association for Computational Linguistics: NAACL11 citationsJan 1, 2025CMMD: Contrastive Multi-modal Diffusion for Video-Audio Conditional ModelingMicrosoft · Lecture notes in computer science11 citationsJan 1, 2025NeRFmentation: Improving Monocular Depth Estimation with NeRF-Based Data AugmentationMicrosoft · Lecture notes in computer science11 citationsJan 1, 2025ZooPFL: Exploring Black-Box Foundation Models for Personalized Federated LearningMicrosoft · Lecture notes in computer science11 citationsJan 1, 2025Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement LearningAlibaba · neural information processing systems10 citationsJan 1, 2025Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction FollowingGoogle DeepMind · neural information processing systems10 citationsJan 1, 2025Seg4Diff: Unveiling Open-Vocabulary Semantic Segmentation in Text-to-Image Diffusion TransformersGoogle DeepMind · neural information processing systems10 citationsJan 1, 2025MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image ReasoningMicrosoft · neural information processing systems10 citationsJan 1, 2025HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic SceneMeta · neural information processing systems10 citationsJan 1, 2025Pairwise Calibrated Rewards for Pluralistic AlignmentAlphabet · neural information processing systems10 citationsJan 1, 2025Exploring Diffusion Transformer Designs via GraftingAlphabet · neural information processing systems10 citationsJan 1, 2025Bridged Semantic Alignment for Zero-Shot 3D Medical Image DiagnosisiFlytek · IEEE Journal of Biomedical and Health Informatics10 citationsJan 1, 2025One-Step Diffusion-Based Image Compression with Semantic DistillationMicrosoft · neural information processing systems10 citationsJan 1, 2025EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language ModelsAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)10 citationsJan 1, 2025EvolveSearch: An Iterative Self-Evolving Search AgentAlibaba · Conference on Empirical Methods in Natural Language Processing (EMNLP)10 citationsJan 1, 2025Generalizable Domain Adaptation for Sim-and-Real Policy Co-TrainingNVIDIA · neural information processing systems10 citationsJan 1, 2025