Research
A paper is listed when one of its authors is affiliated with the lab. Data: OpenAlex.
Perception Encoder: The best visual embeddings are not at the output of the networkMeta, xAI · neural information processing systems18 citationsJan 1, 2025Physics of Language Models: Part 3.3, Knowledge Capacity Scaling LawsMeta · SSRN Electronic Journal17 citationsJan 1, 2025TheAgentCompany: Benchmarking LLM Agents on Consequential Real World TasksAlibaba, Meta, Microsoft · neural information processing systems16 citationsJan 1, 2025Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language ModelsMeta · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)14 citationsJan 1, 2025AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack IntegrationMeta, OpenAI · neural information processing systems14 citationsJan 1, 2025Physics of Language Models: Part 3.1, Knowledge Storage and ExtractionMeta · SSRN Electronic Journal14 citationsJan 1, 2025AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed ContentMeta · Lecture notes in computer science11 citationsJan 1, 2025Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video UnderstandingAlibaba, Meta · neural information processing systems10 citationsJan 1, 2025Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?Meta · Workshop on Trustworthy NLP (TrustNLP)9 citationsJan 1, 2025PerceptionLM: Open-Access Data and Models for Detailed Visual UnderstandingAlphabet, Meta · neural information processing systems8 citationsJan 1, 2025Physics of Language Models: Part 3.2, Knowledge ManipulationMeta · SSRN Electronic Journal8 citationsJan 1, 2025Meta CLIP 2: A Worldwide Scaling RecipeGoogle DeepMind, Meta, OpenAI · neural information processing systems7 citationsJan 1, 2025Enabling Eye Tracking for Crowd-Sourced Data Collection With Project AriaMeta · IEEE Access7 citationsJan 1, 2025BMB: Balanced Memory Bank for Long-Tailed Semi-Supervised LearningMeta · IEEE Transactions on Multimedia7 citationsJan 1, 2025Physics of Language Models: Part 1, Learning Hierarchical Language StructuresMeta · SSRN Electronic Journal6 citationsJan 1, 2025Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning ProcessAlphabet, Meta · SSRN Electronic Journal6 citationsJan 1, 2025Spar: Personalized Content-Based Recommendation Via Long Engagement AttentionMeta · SSRN Electronic Journal6 citationsJan 1, 2025LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation ModelsMeta · SSRN Electronic Journal6 citationsJan 1, 2025SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software EvolutionDatabricks, Meta · neural information processing systems5 citationsJan 1, 2025WASP: Benchmarking Web Agent Security Against Prompt Injection AttacksMeta · neural information processing systems4 citationsJan 1, 2025BSM-iMagLS: ILD Informed Binaural Signal Matching for Reproduction With Head-Mounted Microphone ArraysMeta · IEEE Transactions on Audio Speech and Language Processing4 citationsJan 1, 2025Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math ProblemsAlphabet, Meta · SSRN Electronic Journal4 citationsJan 1, 2025An Anatomy of Token-Based Congestion ControlMeta · IEEE Transactions on Networking4 citationsJan 1, 2025ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM QuantizationMeta, NVIDIA · neural information processing systems3 citationsJan 1, 2025pEBR: A Probabilistic Approach to Embedding Based RetrievalMeta · Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP)3 citationsJan 1, 2025