Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
OverLayBench: A Benchmark for Layout-to-Image Generation with Dense OverlapsAlibaba · neural information processing systems21 citationsJan 1, 2025Beyond Verifiable Rewards: Scaling Reinforcement Learning in Language Models to Unverifiable DataGoogle DeepMind · neural information processing systems21 citationsJan 1, 2025Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RLMicrosoft · neural information processing systems21 citationsJan 1, 2025Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language NavigationHorizon Robotics · neural information processing systems21 citationsJan 1, 2025Improving LLM General Preference Alignment via Optimistic Online Mirror DescentAlphabet, Microsoft · neural information processing systems21 citationsJan 1, 2025Signal and Noise: A Framework for Reducing Uncertainty in Language Model EvaluationAllen Institute for AI · neural information processing systems21 citationsJan 1, 2025On the Reliability of Large Language Models for Causal DiscoveryMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting21 citationsJan 1, 2025LLMs can be easily Confused by Instructional DistractionsLG AI Research · Proceedings of the conference - Association for Computational Linguistics. Meeting21 citationsJan 1, 2025Process-based Self-Rewarding Language ModelsMicrosoft · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)21 citationsJan 1, 2025Exploring Research and Tools in AI Security: A Systematic Mapping StudyMicrosoft · IEEE Access21 citationsJan 1, 2025AI Computing Systems for Large Language Models TrainingCambricon Technologies · Journal of Computer Science and Technology21 citationsJan 1, 2025Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in TransformersAllen Institute for AI, Microsoft · Transactions of the Association for Computational Linguistics21 citationsJan 1, 2025Linguini: A benchmark for language-agnostic linguistic reasoningMeta · neural information processing systems21 citationsJan 1, 2025AI-Generated Video Detection via Perceptual StraighteningGoogle DeepMind · neural information processing systems20 citationsJan 1, 2025Think before Recommendation: Autonomous Reasoning-enhanced RecommenderAlibaba · neural information processing systems20 citationsJan 1, 2025What Do Latent Action Models Actually Learn?Microsoft · neural information processing systems20 citationsJan 1, 2025BLEUBERI: BLEU is a surprisingly effective reward for instruction followingAllen Institute for AI · neural information processing systems20 citationsJan 1, 2025PaTH Attention: Position Encoding via Accumulating Householder TransformationsMicrosoft, xAI · neural information processing systems20 citationsJan 1, 2025HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned GuidanceGoogle DeepMind · neural information processing systems20 citationsJan 1, 2025FlexOLMo: Open Language Models for Flexible Data UseAllen Institute for AI, Alphabet · neural information processing systems20 citationsJan 1, 2025Reviving DSP for Advanced Theorem Proving in the Era of Reasoning ModelsMicrosoft · neural information processing systems20 citationsJan 1, 2025MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent SystemsAlibaba · neural information processing systems20 citationsJan 1, 2025Hybrid Preferences: Learning to Route Instances for Human vs. AI FeedbackAllen Institute for AI · Proceedings of the conference - Association for Computational Linguistics. Meeting20 citationsJan 1, 2025FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature ImplementationMicrosoft · Proceedings of the conference - Association for Computational Linguistics. Meeting20 citationsJan 1, 2025MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task LearningiFlytek · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)20 citationsJan 1, 2025