| FOLIO: Natural Language Reasoning with First-Order Logic | Sep 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Prefix Embeddings for In-context Machine Translation | Sep 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UDapter: Typology-based Language Adapters for Multilingual Dependency Parsing and Sequence Labeling | Sep 1, 2022 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization | Sep 1, 2022 | Abstractive Dialogue SummarizationAbstractive Text Summarization | —Unverified | 0 |
| LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval | Aug 31, 2022 | CPUDecoder | CodeCode Available | 1 |
| Efficient Sparsely Activated Transformers | Aug 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Continuous QA Learning with Structured Prompts | Aug 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| To Adapt or to Fine-tune: A Case Study on Abstractive Summarization | Aug 30, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| Efficient and Interpretable Neural Models for Entity Tracking | Aug 30, 2022 | Coreference ResolutionLanguage Modeling | —Unverified | 0 |
| Personal Attribute Prediction from Conversations | Aug 29, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems | Aug 29, 2022 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Bayesian Neural Network Language Modeling for Speech Recognition | Aug 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| On Unsupervised Training of Link Grammar Based Language Models | Aug 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context | Aug 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training a T5 Using Lab-sized Resources | Aug 25, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PEER: A Collaborative Language Model | Aug 24, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning from Unlabeled 3D Environments for Vision-and-Language Navigation | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model | Aug 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Better Masking for Better Language Model Pre-training | Aug 23, 2022 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning | Aug 23, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation | Aug 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations | Aug 23, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Prompting as Probing: Using Language Models for Knowledge Base Construction | Aug 23, 2022 | Knowledge Base ConstructionLanguage Modeling | CodeCode Available | 1 |
| Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks | Aug 22, 2022 | AllCross-Modal Retrieval | CodeCode Available | 0 |