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Papers

  • Reflexion: Language Agents with Verbal Reinforcement Learning
    NVIDIA / Stanford University
    Published on: 2023-03-20 8 authors
  • Application-Agnostic Language Modeling for On-Device ASR
    Published on: 2023-03-16 1 author
  • Language Is Not All You Need: Aligning Perception with Language Models
    Published on: 2023-03-01 1 author
  • LLaMA: Open and Efficient Foundation Language Models
    Published on: 2023-02-27 10 authors
  • Adding Conditional Control to Text-to-Image Diffusion Models
    Stanford University
    Published on: 2023-02-10 2 authors
  • Toolformer: Language Models Can Teach Themselves to Use Tools
    Meta Platforms / Meta AI Research
    Published on: 2023-02-09 1 author
  • Why we built an AI supercomputer in the cloud
    IBM
    Published on: 2023-02-07 1 author
  • mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
    Published on: 2023-02-01
  • Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
    Published on: 2023-01-05 1 author
  • Constitutional AI: Harmlessness from AI Feedback
    Published on: 2022-12-15 1 author
  • Robust Speech Recognition via Large-Scale Weak Supervision
    Published on: 2022-12-06 1 author
  • Stable Diffusion with Core ML on Apple Silicon
    Published on: 2022-12-01 1 author
  • Fast Inference from Transformers via Speculative Decoding
    Stanford University, University of California, Berkeley
    Published on: 2022-11-30 4 authors
  • Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
    Microsoft / University of Washington
    Published on: 2022-11-22 4 authors
  • GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers
    Eidgenössische Technische Hochschule Zürich, Institute of Science and Technology Austria
    Published on: 2022-10-31 4 authors
  • wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
    Facebook Ai Research
    Published on: 2022-10-22 1 author
  • data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
    Published on: 2022-10-22 1 author
  • Synergizing Reasoning and Acting in Language Models
    Google / Princeton University
    Published on: 2022-10-06 Venue: NeurIPS 2022 4 authors
  • PaLM: Scaling Language Modeling with Pathways
    Google / Google Research
    Published on: 2022-10-05 1 author
  • Toy Models of Superposition
    Anthropic / Harvard University
    Published on: 2022-09-14 1 author
  • AudioLM: A Language Modeling Approach to Audio Generation
    Published on: 2022-09-07 8 authors
  • Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
    Google / Robotics at Google
    Published on: 2022-08-16 1 author
  • Prompt Tuning for Generative Multimodal Pretrained Models
    Published on: 2022-08-04 1 author
  • AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2seq Model
    Published on: 2022-08-03 1 author
  • Discovering faster matrix multiplication algorithms with reinforcement learning
    Google / Google DeepMind
    Published on: 2022-08-02 1 author
  • No Language Left Behind: Scaling Human-Centered Machine TranslationMarta R. Costa-jussà
    Meta Platforms / UC Berkeley
    Published on: 2022-07-11 1 author
  • Softmax Linear Units
    Published on: 2022-06-27 1 author
  • Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
    Google / Google Research
    Published on: 2022-06-22 1 author
  • OPT: Open Pre-trained Transformer Language Models
    Meta Platforms / Meta AI Research
    Published on: 2022-06-21 1 author
  • FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
    Massachusetts Institute of Technology, Stanford University
    Published on: 2022-05-27 5 authors
  • mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
    Published on: 2022-05-25 1 author
  • Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
    Google Research
    Published on: 2022-05-23 1 author
  • M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
    Published on: 2022-05-19 1 author
  • Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
    Published on: 2022-05-19 6 authors
  • Hierarchical Text-Conditional Image Generation with CLIP Latents
    Published on: 2022-04-13 1 author
  • Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
    Published on: 2022-04-12 1 author
  • Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
    Published on: 2022-04-04 1 author
  • Training Compute-Optimal Large Language Models
    Published on: 2022-03-29 1 author
  • Training a Tokenizer for Free with Private Federated Learning
    Apple / Cornell University
    Published on: 2022-03-15 1 author
  • Training Language Models to Follow Instructions with Human Feedback
    Published on: 2022-03-04 1 author
  • FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators
    NVIDIA / University of Michigan
    Published on: 2022-02-22 1 author
  • Competition-Level Code Generation with AlphaCode
    Google / Google DeepMind
    Published on: 2022-02-08 1 author
  • Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
    Published on: 2022-01-16 1 author
  • ML-Decoder: Scalable and Versatile Classification Head
    Published on: 2021-12-31 1 author
  • A Mathematical Framework for Transformer Circuits
    Published on: 2021-12-22 1 author
  • Training Verifiers to Solve Math Word Problems
    Published on: 2021-12-18 1 author
  • On-device Panoptic Segmentation for Camera Using Transformers
    Published on: 2021-10-19 1 author
  • Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
    Microsoft / Microsoft Research Asia
    Published on: 2021-08-17 1 author
  • AGENT: A Benchmark for Core Psychological Reasoning
    IBM / Harvard University
    Published on: 2021-07-18 1 author
  • Highly accurate protein structure predictionwith AlphaFold
    Published on: 2021-07-15 1 author
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