| 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 |