| Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning | Jan 27, 2023 | Few-Shot LearningGSM8K | CodeCode Available | 1 |
| Case-Based Reasoning with Language Models for Classification of Logical Fallacies | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Context Matters: A Strategy to Pre-train Language Model for Science Education | Jan 27, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| Call for Papers -- The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus | Jan 27, 2023 | Language AcquisitionLanguage Modeling | CodeCode Available | 1 |
| ThoughtSource: A central hub for large language model reasoning data | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning | Jan 27, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Semi-Parametric Video-Grounded Text Generation | Jan 27, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompt-Based Editing for Text Style Transfer | Jan 27, 2023 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GPU-based Private Information Retrieval for On-Device Machine Learning Inference | Jan 26, 2023 | CPUGPU | CodeCode Available | 1 |
| Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning | Jan 26, 2023 | Dialogue ManagementDialogue State Tracking | —Unverified | 0 |
| Domain-Agnostic Molecular Generation with Chemical Feedback | Jan 26, 2023 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) | Jan 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ExaRanker: Explanation-Augmented Neural Ranker | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FewShotTextGCN: K-hop neighborhood regularization for few-shot learning on graphs | Jan 25, 2023 | Document ClassificationFew-Shot Learning | —Unverified | 0 |
| Language Model Detoxification in Dialogue with Contextualized Stance Control | Jan 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Editing Language Model-based Knowledge Graph Embeddings | Jan 25, 2023 | EDIT Taskknowledge editing | CodeCode Available | 2 |
| XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ViDeBERTa: A powerful pre-trained language model for Vietnamese | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Semi-Automated Construction of Food Composition Knowledge Base | Jan 24, 2023 | Active LearningLanguage Modeling | CodeCode Available | 0 |
| Large language models can segment narrative events similarly to humans | Jan 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Watermark for Large Language Models | Jan 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 6 |
| Lexi: Self-Supervised Learning of the UI Language | Jan 23, 2023 | Image RetrievalLanguage Modeling | CodeCode Available | 1 |
| Efficient Language Model Training through Cross-Lingual and Progressive Transfer Learning | Jan 23, 2023 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 0 |
| DiffSDS: A language diffusion model for protein backbone inpainting under geometric conditions and constraints | Jan 22, 2023 | DecoderDenoising | CodeCode Available | 1 |