Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Improving Consistency in LLM Inference using Probabilistic TokenizationMicrosoft · Findings of the Association for Computational Linguistics: NAACL3 citationsJan 1, 2025A Systematic Examination of Preference Learning through the Lens of Instruction-FollowingAllen Institute for AI · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)3 citationsJan 1, 2025Breaking Down Power Barriers in On-Device Streaming ASR: Insights and SolutionsAlphabet · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)3 citationsJan 1, 2025Creative Planning with Language Models: Practice, Evaluation and ApplicationsMicrosoft · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)3 citationsJan 1, 2025Minimal Evidence Group Identification for Claim VerificationAlphabet, Microsoft · Workshop on Trustworthy NLP (TrustNLP)3 citationsJan 1, 2025Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?Google DeepMind · Findings of the Association for Computational Linguistics: NAACL3 citationsJan 1, 2025Generative Hierarchical Temporal Transformer for Hand Pose and Action ModelingMicrosoft · Lecture notes in computer science3 citationsJan 1, 2025Flow-Lenia: Emergent Evolutionary Dynamics in Mass Conservative Continuous Cellular AutomataGoogle DeepMind · Artificial Life3 citationsJan 1, 2025Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion modelsAlibaba · neural information processing systems3 citationsJan 1, 2025A Combinatorial View of Holant Problems on Higher DomainsAlphabet · Lecture notes in computer science3 citationsJan 1, 2025On Agnostic PAC Learning in the Small Error RegimeAlphabet · neural information processing systems3 citationsJan 1, 2025Exploring the Landscape of Distributed Graph SketchingMeta · Society for Industrial and Applied Mathematics eBooks3 citationsJan 1, 2025Fast Training of Large Kernel Models with Delayed ProjectionsAlphabet · neural information processing systems3 citationsJan 1, 2025Fast constrained sampling in pre-trained diffusion modelsMicrosoft · neural information processing systems3 citationsJan 1, 2025MoCha: Towards Movie-Grade Talking Character GenerationGoogle DeepMind, Meta · neural information processing systems2 citationsJan 1, 2025Enhancing Tactile-based Reinforcement Learning for Robotic ControlGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Thoughts Are All Over the Place: On the Underthinking of Long Reasoning ModelsAlphabet · neural information processing systems2 citationsJan 1, 2025Tensor Product Attention Is All You NeedSenseTime · neural information processing systems2 citationsJan 1, 2025Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly DetectionAlibaba · neural information processing systems2 citationsJan 1, 2025Generating Creative Chess PuzzlesAlphabet, Google DeepMind · neural information processing systems2 citationsJan 1, 2025The Rise of Parameter Specialization for Knowledge Storage in Large Language ModelsAlibaba · neural information processing systems2 citationsJan 1, 2025Generative Caching for Structurally Similar Prompts and ResponsesMicrosoft · neural information processing systems2 citationsJan 1, 2025Learning Interactive World Model for Object-Centric Reinforcement LearningGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant PolicyGoogle DeepMind · neural information processing systems2 citationsJan 1, 2025Mixture of Inputs: Text Generation Beyond Discrete Token SamplingMicrosoft · neural information processing systems2 citationsJan 1, 2025