| DziriBERT: a Pre-trained Language Model for the Algerian Dialect | Sep 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-Shot Information Extraction as a Unified Text-to-Triple Translation | Sep 23, 2021 | Factual probeLanguage Modeling | CodeCode Available | 1 |
| Pix2seq: A Language Modeling Framework for Object Detection | Sep 22, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models | Sep 21, 2021 | Handwritten Text RecognitionLanguage Modeling | CodeCode Available | 1 |
| JobBERT: Understanding Job Titles through Skills | Sep 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations | Sep 15, 2021 | CoLAContrastive Learning | CodeCode Available | 1 |
| Dialogue State Tracking with a Language Model using Schema-Driven Prompting | Sep 15, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LM-Critic: Language Models for Unsupervised Grammatical Error Correction | Sep 14, 2021 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| Types of Out-of-Distribution Texts and How to Detect Them | Sep 14, 2021 | Density EstimationLanguage Modeling | CodeCode Available | 1 |
| Rationales for Sequential Predictions | Sep 14, 2021 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 1 |
| xGQA: Cross-Lingual Visual Question Answering | Sep 13, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation | Sep 13, 2021 | DecoderDenoising | CodeCode Available | 1 |
| Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning | Sep 13, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models | Sep 13, 2021 | Data AugmentationDiversity | CodeCode Available | 1 |
| TEASEL: A Transformer-Based Speech-Prefixed Language Model | Sep 12, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Euphemistic Phrase Detection by Masked Language Model | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation | Sep 9, 2021 | de-enLanguage Modeling | CodeCode Available | 1 |
| Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Efficient Nearest Neighbor Language Models | Sep 9, 2021 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models | Sep 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
