| Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE | Dec 4, 2022 | Common Sense Reasoningcoreference-resolution | —Unverified | 0 |
| Global memory transformer for processing long documents | Dec 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Nonparametric Masked Language Modeling | Dec 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Comparison Study Between Token Classification and Sequence Classification In Text Classification | Nov 25, 2022 | ClassificationLanguage Modeling | —Unverified | 0 |
| 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 |
| Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning | Nov 21, 2022 | Hierarchical Multi-label ClassificationLanguage Modeling | CodeCode Available | 0 |
| Leveraging per Image-Token Consistency for Vision-Language Pre-training | Nov 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge | Nov 20, 2022 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| HanTrans: An Empirical Study on Cross-Era Transferability of Chinese Pre-trained Language Model | Nov 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation | Nov 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| CodeEditor: Learning to Edit Source Code with Pre-trained Models | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion | Oct 28, 2022 | Emotion RecognitionLanguage Modeling | CodeCode Available | 1 |
| Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval | Oct 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Towards Unifying Reference Expression Generation and Comprehension | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Generative Prompt Tuning for Relation Classification | Oct 22, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation | Oct 21, 2022 | Entity LinkingEntity Typing | —Unverified | 0 |
| InforMask: Unsupervised Informative Masking for Language Model Pretraining | Oct 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Deep Bidirectional Language-Knowledge Graph Pretraining | Oct 17, 2022 | Common Sense ReasoningKnowledge Graphs | CodeCode Available | 2 |
| Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training | Oct 14, 2022 | HallucinationImage Augmentation | CodeCode Available | 0 |
| Mixture of Attention Heads: Selecting Attention Heads Per Token | Oct 11, 2022 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 |
| Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training | Oct 11, 2022 | GPUKnowledge Graphs | —Unverified | 0 |
| MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model | Oct 11, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection | Oct 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
