| Dynamic Grained Encoder for Vision Transformers | Jan 10, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona | Jan 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Large Language Models as Corporate Lobbyists | Jan 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling | Jan 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm | Jan 1, 2023 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| PODA: Prompt-driven Zero-shot Domain Adaptation | Jan 1, 2023 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Distilling DETR with Visual-Linguistic Knowledge for Open-Vocabulary Object Detection | Jan 1, 2023 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning | Jan 1, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking with Retrieval: Faithful Large Language Model Inference | Dec 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning | Dec 23, 2022 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization | Dec 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Training language models to summarize narratives improves brain alignment | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-shot Triplet Extraction by Template Infilling | Dec 21, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Critic-Guided Decoding for Controlled Text Generation | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models | Dec 20, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Does CLIP Bind Concepts? Probing Compositionality in Large Image Models | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Toward Human-Like Evaluation for Natural Language Generation with Error Analysis | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DISCO: Distilling Counterfactuals with Large Language Models | Dec 20, 2022 | counterfactualData Augmentation | CodeCode Available | 1 |
| PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English | Dec 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Visconde: Multi-document QA with GPT-3 and Neural Reranking | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Emergent Analogical Reasoning in Large Language Models | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Python Code Generation by Asking Clarification Questions | Dec 19, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Evaluating Human-Language Model Interaction | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale | Dec 18, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
