| Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale | Mar 1, 2022 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Multi-Level Contrastive Learning for Cross-Lingual Alignment | Feb 26, 2022 | Contrastive LearningCross-Lingual Transfer | —Unverified | 0 |
| Bi-directional Joint Neural Networks for Intent Classification and Slot Filling | Feb 26, 2022 | Classificationintent-classification | —Unverified | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| COMPASS: a Creative Support System that Alerts Novelists to the Unnoticed Missing Contents | Feb 26, 2022 | PositionSentence | —Unverified | 0 |
| A Generative Model for Relation Extraction and Classification | Feb 26, 2022 | ClassificationKnowledge Base Population | —Unverified | 0 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| JParaCrawl v3.0: A Large-scale English-Japanese Parallel Corpus | Feb 25, 2022 | Machine TranslationSentence | —Unverified | 0 |
| Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition | Feb 24, 2022 | Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| KESA: A Knowledge Enhanced Approach For Sentiment Analysis | Feb 24, 2022 | SentenceSentiment Analysis | CodeCode Available | 1 |
| Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction | Feb 24, 2022 | Event Argument ExtractionSentence | CodeCode Available | 1 |
| Neural reality of argument structure constructions | Feb 24, 2022 | Sentence | CodeCode Available | 0 |
| EMOTHAW: A novel database for emotional state recognition from handwriting | Feb 23, 2022 | Sentence | —Unverified | 0 |
| A gentle introduction to Quantum Natural Language Processing | Feb 23, 2022 | Sentence | —Unverified | 0 |
| CorefDRE: Document-level Relation Extraction with coreference resolution | Feb 22, 2022 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing | Feb 21, 2022 | Few-Shot LearningSentence | CodeCode Available | 2 |
| Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference | Feb 21, 2022 | Common Sense ReasoningModel Selection | CodeCode Available | 0 |
| Domain-level Pairwise Semantic Interaction for Aspect-Based Sentiment Classification | Feb 21, 2022 | ClassificationSentence | —Unverified | 0 |
| Domain Adaptation in Neural Machine Translation using a Qualia-Enriched FrameNet | Feb 21, 2022 | Domain AdaptationMachine Translation | —Unverified | 0 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Graph-based Extractive Explainer for Recommendations | Feb 20, 2022 | AttributeRecommendation Systems | —Unverified | 0 |
| SemEval 2022 Task 12: Symlink- Linking Mathematical Symbols to their Descriptions | Feb 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
