| White-Box Transformers via Sparse Rate Reduction | Jun 1, 2023 | Representation Learning | CodeCode Available | 3 |
| CodeTF: One-stop Transformer Library for State-of-the-art Code LLM | May 31, 2023 | | CodeCode Available | 3 |
| Humans in 4D: Reconstructing and Tracking Humans with Transformers | May 31, 2023 | 3D Human Pose EstimationAction Recognition | CodeCode Available | 3 |
| Where's the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation | May 30, 2023 | Machine TranslationSegmentation | CodeCode Available | 3 |
| LLM-QAT: Data-Free Quantization Aware Training for Large Language Models | May 29, 2023 | Data Free QuantizationQuantization | CodeCode Available | 3 |
| Fine-Tuning Language Models with Just Forward Passes | May 27, 2023 | GPUIn-Context Learning | CodeCode Available | 3 |
| Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Language Models | May 26, 2023 | GSM8KMultimodal Reasoning | CodeCode Available | 3 |
| An end-to-end strategy for recovering a free-form potential from a snapshot of stellar coordinates | May 26, 2023 | FormSymbolic Regression | CodeCode Available | 3 |
| Large Language Models as Tool Makers | May 26, 2023 | | CodeCode Available | 3 |
| Landmark Attention: Random-Access Infinite Context Length for Transformers | May 25, 2023 | Retrieval | CodeCode Available | 3 |
| The False Promise of Imitating Proprietary LLMs | May 25, 2023 | Language Modelling | CodeCode Available | 3 |
| Generating Synergistic Formulaic Alpha Collections via Reinforcement Learning | May 25, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 3 |
| RoMa: Robust Dense Feature Matching | May 24, 2023 | Camera Pose EstimationDecoder | CodeCode Available | 3 |
| HuatuoGPT, towards Taming Language Model to Be a Doctor | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Hierarchical Prompting Assists Large Language Model on Web Navigation | May 23, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 3 |
| CGCE: A Chinese Generative Chat Evaluation Benchmark for General and Financial Domains | May 23, 2023 | Text Generation | CodeCode Available | 3 |
| WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia | May 23, 2023 | ChatbotHallucination | CodeCode Available | 3 |
| Evaluation of the MACE Force Field Architecture: from Medicinal Chemistry to Materials Science | May 23, 2023 | | CodeCode Available | 3 |
| RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text | May 22, 2023 | Language ModellingLarge Language Model | CodeCode Available | 3 |
| AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback | May 22, 2023 | Instruction Following | CodeCode Available | 3 |
| Prompting with Pseudo-Code Instructions | May 19, 2023 | | CodeCode Available | 3 |
| XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters | May 19, 2023 | | CodeCode Available | 3 |
| InstructIE: A Bilingual Instruction-based Information Extraction Dataset | May 19, 2023 | | CodeCode Available | 3 |
| Self-QA: Unsupervised Knowledge Guided Language Model Alignment | May 19, 2023 | DiversityLanguage Modeling | CodeCode Available | 3 |
| LLM-Pruner: On the Structural Pruning of Large Language Models | May 19, 2023 | Text Generationzero-shot-classification | CodeCode Available | 3 |
| Delay-penalized CTC implemented based on Finite State Transducer | May 19, 2023 | Attribute | CodeCode Available | 3 |
| SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities | May 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities | May 18, 2023 | 1 Image, 2*2 StitchiAction Classification | CodeCode Available | 3 |
| Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning | May 18, 2023 | Adversarial RobustnessData Poisoning | CodeCode Available | 3 |
| Accelerating Transformer Inference for Translation via Parallel Decoding | May 17, 2023 | Machine TranslationTranslation | CodeCode Available | 3 |
| OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research | May 16, 2023 | Philosophyreinforcement-learning | CodeCode Available | 3 |
| SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification | May 16, 2023 | DecoderLanguage Modeling | CodeCode Available | 3 |
| NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist | May 15, 2023 | Controllable Language ModellingDialogue Generation | CodeCode Available | 3 |
| C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models | May 15, 2023 | Multiple-choice | CodeCode Available | 3 |
| A Comprehensive Survey on Segment Anything Model for Vision and Beyond | May 14, 2023 | | CodeCode Available | 3 |
| WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset | May 9, 2023 | ArticlesImage Captioning | CodeCode Available | 3 |
| MultiModal-GPT: A Vision and Language Model for Dialogue with Humans | May 8, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| PiML Toolbox for Interpretable Machine Learning Model Development and Diagnostics | May 7, 2023 | FairnessInterpretable Machine Learning | CodeCode Available | 3 |
| X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages | May 7, 2023 | AttributeInstruction Following | CodeCode Available | 3 |
| Visual Causal Scene Refinement for Video Question Answering | May 7, 2023 | Contrastive LearningQuestion Answering | CodeCode Available | 3 |
| Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision | May 4, 2023 | DiversityIn-Context Learning | CodeCode Available | 3 |
| Personalize Segment Anything Model with One Shot | May 4, 2023 | Image Generationmodel | CodeCode Available | 3 |
| Panda LLM: Training Data and Evaluation for Open-Sourced Chinese Instruction-Following Large Language Models | May 4, 2023 | Instruction Following | CodeCode Available | 3 |
| Caption Anything: Interactive Image Description with Diverse Multimodal Controls | May 4, 2023 | controllable image captioningImage Captioning | CodeCode Available | 3 |
| Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation | May 2, 2023 | Code GenerationHumanEval | CodeCode Available | 3 |
| Unlimiformer: Long-Range Transformers with Unlimited Length Input | May 2, 2023 | Book summarizationCPU | CodeCode Available | 3 |
| UCF: Uncovering Common Features for Generalizable Deepfake Detection | Apr 27, 2023 | Binary ClassificationDecoder | CodeCode Available | 3 |
| LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction | Apr 27, 2023 | Prediction | CodeCode Available | 3 |
| TorchBench: Benchmarking PyTorch with High API Surface Coverage | Apr 27, 2023 | BenchmarkingGPU | CodeCode Available | 3 |
| Learning Neural PDE Solvers with Parameter-Guided Channel Attention | Apr 27, 2023 | PDE Surrogate ModelingWeather Forecasting | CodeCode Available | 3 |
