| Training Large Language Models Efficiently with Sparsity and Dataflow | Apr 11, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| r-softmax: Generalized Softmax with Controllable Sparsity Rate | Apr 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Prompt Learning for News Recommendation | Apr 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Teaching Large Language Models to Self-Debug | Apr 11, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging | Apr 10, 2023 | Language ModelingNatural Language Inference | CodeCode Available | 0 |
| SELFormer: Molecular Representation Learning via SELFIES Language Models | Apr 10, 2023 | Dimensionality ReductionDrug Discovery | CodeCode Available | 1 |
| Interaction-Aware Prompting for Zero-Shot Spatio-Temporal Action Detection | Apr 10, 2023 | Action DetectionLanguage Modeling | CodeCode Available | 1 |
| Inference with Reference: Lossless Acceleration of Large Language Models | Apr 10, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Automated Reading Passage Generation with OpenAI's Large Language Model | Apr 10, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Cheaper and Better Diffusion Language Model with Soft-Masked Noise | Apr 10, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model | Apr 9, 2023 | Cross-Part Crowd CountingCrowd Counting | CodeCode Available | 1 |
| GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation | Apr 8, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder | Apr 8, 2023 | Data-to-Text GenerationDecoder | —Unverified | 0 |
| TemPL: A Novel Deep Learning Model for Zero-Shot Prediction of Protein Stability and Activity Based on Temperature-Guided Language Modeling | Apr 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Retrieval to Generation: Efficient and Effective Entity Set Expansion | Apr 7, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models | Apr 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models | Apr 5, 2023 | Explainable Artificial Intelligence (XAI)Image Captioning | —Unverified | 0 |
| Revolutionizing Single Cell Analysis: The Power of Large Language Models for Cell Type Annotation | Apr 5, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| Efficient OCR for Building a Diverse Digital History | Apr 5, 2023 | DiversityImage Retrieval | CodeCode Available | 1 |
| Synthesize High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model | Apr 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unsupervised Improvement of Factual Knowledge in Language Models | Apr 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Using Language Models For Knowledge Acquisition in Natural Language Reasoning Problems | Apr 4, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation | Apr 4, 2023 | Grammatical Error CorrectionIn-Context Learning | —Unverified | 0 |
| Dialogue-Contextualized Re-ranking for Medical History-Taking | Apr 4, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation | Apr 3, 2023 | DenoisingLanguage Modeling | CodeCode Available | 0 |