| Types of Out-of-Distribution Texts and How to Detect Them | Sep 14, 2021 | Density EstimationLanguage Modeling | CodeCode Available | 1 |
| LM-Critic: Language Models for Unsupervised Grammatical Error Correction | Sep 14, 2021 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 1 |
| MDAPT: Multilingual Domain Adaptive Pretraining in a Single Model | Sep 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models | Sep 13, 2021 | Data AugmentationDiversity | CodeCode Available | 1 |
| Connecting degree and polarity: An artificial language learning study | Sep 13, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| xGQA: Cross-Lingual Visual Question Answering | Sep 13, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation | Sep 13, 2021 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| 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 |
| TEASEL: A Transformer-Based Speech-Prefixed Language Model | Sep 12, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Single-Read Reconstruction for DNA Data Storage Using Transformers | Sep 12, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Studying word order through iterative shuffling | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Euphemistic Phrase Detection by Masked Language Model | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling | Sep 10, 2021 | Cross-Modal RetrievalLanguage Modeling | —Unverified | 0 |
| Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training | Sep 10, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dual-State Capsule Networks for Text Classification | Sep 10, 2021 | ClassificationLanguage Modeling | —Unverified | 0 |
| IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization | 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 |
| Debiasing Methods in Natural Language Understanding Make Bias More Accessible | Sep 9, 2021 | Language ModelingLanguage Modelling | 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 |
| 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 |
| MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces | Sep 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TruthfulQA: Measuring How Models Mimic Human Falsehoods | Sep 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
