| Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model | Dec 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation | Dec 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation | Dec 16, 2022 | Answer GenerationDecoder | CodeCode Available | 1 |
| On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning | Dec 15, 2022 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking | Dec 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Long Sequence Modeling via State Space Augmented Transformer | Dec 15, 2022 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| SpeechLMScore: Evaluating speech generation using speech language model | Dec 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Generative Approach for Script Event Prediction via Contrastive Fine-tuning | Dec 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PØDA: Prompt-driven Zero-shot Domain Adaptation | Dec 6, 2022 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Exploring Stochastic Autoregressive Image Modeling for Visual Representation | Dec 3, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models | Dec 3, 2022 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| Nonparametric Masked Language Modeling | Dec 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Coder Reviewer Reranking for Code Generation | Nov 29, 2022 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| Self-supervised vision-language pretraining for Medical visual question answering | Nov 24, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Unified Multimodal Model with Unlikelihood Training for Visual Dialog | Nov 23, 2022 | Answer GenerationChatbot | CodeCode Available | 1 |
| Open-vocabulary Attribute Detection | Nov 23, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| MarianCG: a code generation transformer model inspired by machine translation | Nov 22, 2022 | Code GenerationCode Translation | CodeCode Available | 1 |
| Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification | Nov 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention | Nov 21, 2022 | Cross-Modal RetrievalLanguage Modeling | CodeCode Available | 1 |
| Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text | Nov 21, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Validating Large Language Models with ReLM | Nov 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting | Nov 19, 2022 | BlockingLanguage Modeling | CodeCode Available | 1 |
| Knowledge Graph Generation From Text | Nov 18, 2022 | Graph GenerationJoint Entity and Relation Extraction | CodeCode Available | 1 |
