| Relating Neural Text Degeneration to Exposure Bias | Sep 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy | Sep 17, 2021 | Code CompletionCode Generation | —Unverified | 0 |
| SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis | Sep 17, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Primer: Searching for Efficient Transformers for Language Modeling | Sep 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Multitask Learning for Low-Resource AbstractiveSummarization | Sep 17, 2021 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Does Commonsense help in detecting Sarcasm? | Sep 17, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Bag of Tricks for Dialogue Summarization | Sep 16, 2021 | ArticlesLanguage Modeling | —Unverified | 0 |
| Regularized Training of Nearest Neighbor Language Models | Sep 16, 2021 | L2 RegularizationLanguage Modeling | —Unverified | 0 |
| MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection | Sep 16, 2021 | AttributeLanguage Modeling | CodeCode Available | 0 |
| The Language Model Understood the Prompt was Ambiguous: Probing Syntactic Uncertainty Through Generation | Sep 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Let the CAT out of the bag: Contrastive Attributed explanations for Text | Sep 16, 2021 | AttributeLanguage Modeling | —Unverified | 0 |
| Do Language Models Know the Way to Rome? | Sep 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Text Auto-Completion with Next Phrase Prediction | Sep 15, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation | Sep 15, 2021 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Comparing Text Representations: A Theory-Driven Approach | Sep 15, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dialogue State Tracking with a Language Model using Schema-Driven Prompting | Sep 15, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 |
| "It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems | Sep 15, 2021 | Common Sense ReasoningConversational Recommendation | CodeCode Available | 0 |
| RankNAS: Efficient Neural Architecture Search by Pairwise Ranking | Sep 15, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tied & Reduced RNN-T Decoder | Sep 15, 2021 | DecoderLanguage Modeling | —Unverified | 0 |
| SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations | Sep 15, 2021 | CoLAContrastive Learning | CodeCode Available | 1 |
| On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation | Sep 15, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Rationales for Sequential Predictions | Sep 14, 2021 | Combinatorial OptimizationLanguage Modeling | CodeCode Available | 1 |
| 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 |