| DEMix Layers: Disentangling Domains for Modular Language Modeling | Aug 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents | Aug 10, 2021 | Key Information ExtractionLanguage Modeling | CodeCode Available | 1 |
| Noisy Channel Language Model Prompting for Few-Shot Text Classification | Aug 9, 2021 | AttributeClassification | CodeCode Available | 1 |
| Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification | Aug 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Finetuning Pretrained Transformers into Variational Autoencoders | Aug 5, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Controlled Text Generation as Continuous Optimization with Multiple Constraints | Aug 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification | Aug 4, 2021 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation | Aug 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PLOME: Pre-training with Misspelled Knowledge for Chinese Spelling Correction | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing | Aug 1, 2021 | DiversityIntent Detection | CodeCode Available | 1 |
| Controllable Sentence Simplification with a Unified Text-to-Text Transfer Transformer | Aug 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model | Aug 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Structural Guidance for Transformer Language Models | Jul 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving | Jul 28, 2021 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 1 |
| Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing | Jul 28, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| gaBERT -- an Irish Language Model | Jul 27, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Brazilian Portuguese Speech Recognition Using Wav2vec 2.0 | Jul 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Human-in-the-Loop for Data Collection: a Multi-Target Counter Narrative Dataset to Fight Online Hate Speech | Jul 19, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Comparison of Methods for OOV-word Recognition on a New Public Dataset | Jul 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TAPEX: Table Pre-training via Learning a Neural SQL Executor | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills | Jul 15, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| FLEX: Unifying Evaluation for Few-Shot NLP | Jul 15, 2021 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Codified audio language modeling learns useful representations for music information retrieval | Jul 12, 2021 | Emotion RecognitionGenre classification | CodeCode Available | 1 |
| VidLanKD: Improving Language Understanding via Video-Distilled Knowledge Transfer | Jul 6, 2021 | Image RetrievalKnowledge Distillation | CodeCode Available | 1 |
