| Event Extraction by Associating Event Types and Argument Roles | Aug 23, 2021 | Event ExtractionGraph Attention | —Unverified | 0 |
| Semantic-Preserving Adversarial Text Attacks | Aug 23, 2021 | Adversarial TextSemantic Similarity | CodeCode Available | 1 |
| A Unified Transformer-based Framework for Duplex Text Normalization | Aug 23, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering | Aug 22, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Metric Learning in Multilingual Sentence Similarity Measurement for Document Alignment | Aug 21, 2021 | Metric LearningSentence | —Unverified | 0 |
| Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations | Aug 21, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents | Aug 21, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Open Relation Modeling: Learning to Define Relations between Entities | Aug 20, 2021 | Open Relation ModelingRelation | CodeCode Available | 1 |
| Semantic Communication with Adaptive Universal Transformer | Aug 20, 2021 | Semantic CommunicationSentence | —Unverified | 0 |
| Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models | Aug 19, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation | Aug 19, 2021 | Machine TranslationSentence | —Unverified | 0 |
| EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension | Aug 18, 2021 | AttributeMachine Reading Comprehension | CodeCode Available | 0 |
| TSI: an Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity | Aug 18, 2021 | Click-Through Rate PredictionRetrieval | —Unverified | 0 |
| Reinforce Attack: Adversarial Attack against BERT with Reinforcement Learning | Aug 17, 2021 | Adversarial AttackAdversarial Text | —Unverified | 0 |
| An Empirical Survey of Data Augmentation \ Limited Data Learning in NLP | Aug 17, 2021 | Data AugmentationNews Classification | —Unverified | 0 |
| Deduplicating Training Data Makes Language Models Better | Aug 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| When Product Search Meets Collaborative Filtering: A Hierarchical Heterogeneous Graph Neural Network Approach | Aug 17, 2021 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Contextualizing Variation in Text Style Transfer Datasets | Aug 17, 2021 | SentenceStyle Transfer | —Unverified | 0 |
| On Limited Non-Prioritised Belief Revision Operators with Dynamic Scope | Aug 17, 2021 | Sentence | —Unverified | 0 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 |
| Deep Active Learning for Text Classification with Diverse Interpretations | Aug 15, 2021 | Active LearningClassification | —Unverified | 0 |
| What can Neural Referential Form Selectors Learn? | Aug 15, 2021 | FormPosition | —Unverified | 0 |
| Generalized Optimal Linear Orders | Aug 13, 2021 | Sentence | CodeCode Available | 0 |
| Aspect Sentiment Triplet Extraction Using Reinforcement Learning | Aug 13, 2021 | Aspect Sentiment Triplet Extractionreinforcement-learning | CodeCode Available | 1 |
| Masked Acoustic Unit for Mispronunciation Detection and Correction | Aug 12, 2021 | Sentence | —Unverified | 0 |
