| Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model | Mar 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Linking Emergent and Natural Languages via Corpus Transfer | Mar 24, 2022 | AttributeDisentanglement | CodeCode Available | 1 |
| Mix and Match: Learning-free Controllable Text Generation using Energy Language Models | Mar 24, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| What to Hide from Your Students: Attention-Guided Masked Image Modeling | Mar 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing | Mar 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Language modeling via stochastic processes | Mar 21, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| How does the pre-training objective affect what large language models learn about linguistic properties? | Mar 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dependency-based Mixture Language Models | Mar 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| In-Context Learning for Few-Shot Dialogue State Tracking | Mar 16, 2022 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 1 |
| ReACC: A Retrieval-Augmented Code Completion Framework | Mar 15, 2022 | Code CompletionLanguage Modeling | CodeCode Available | 1 |
| Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost | Mar 15, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Representation Learning for Resource-Constrained Keyphrase Generation | Mar 15, 2022 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks | Mar 9, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain | Mar 9, 2022 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking | Mar 3, 2022 | Abstractive Dialogue SummarizationDialogue State Tracking | CodeCode Available | 1 |
| Mukayese: Turkish NLP Strikes Back | Mar 2, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation | Mar 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Logical Fallacy Detection | Feb 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
