| Integrating Regular Expressions with Neural Networks via DFA | Sep 7, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 |
| Paraphrase Generation as Unsupervised Machine Translation | Sep 7, 2021 | Machine TranslationParaphrase Generation | —Unverified | 0 |
| Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer | Sep 7, 2021 | Graph Neural NetworkQuestion Answering | CodeCode Available | 0 |
| Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations | Sep 6, 2021 | ArticlesPICO | CodeCode Available | 0 |
| Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction | Sep 6, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Efficient Mind-Map Generation via Sequence-to-Graph and Reinforced Graph Refinement | Sep 6, 2021 | Sentence | —Unverified | 0 |
| STaCK: Sentence Ordering with Temporal Commonsense Knowledge | Sep 6, 2021 | Edge ClassificationSentence | CodeCode Available | 1 |
| Learning to Generate Scene Graph from Natural Language Supervision | Sep 6, 2021 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Data Efficient Masked Language Modeling for Vision and Language | Sep 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment | Sep 4, 2021 | Representation LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach | Sep 4, 2021 | DiversityParaphrase Generation | CodeCode Available | 1 |
| Frustratingly Simple Pretraining Alternatives to Masked Language Modeling | Sep 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoSe-Co: Sentence Conditioned Generative CommonSense Contextualizer for Language Models | Sep 3, 2021 | ARCKnowledge Graphs | —Unverified | 0 |
| Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation | Sep 3, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Tree-Constrained Graph Neural Networks For Argument Mining | Sep 2, 2021 | Argument MiningSentence | CodeCode Available | 0 |
| Similarity of Sentence Representations in Multilingual LMs: Resolving Conflicting Literature and Case Study of Baltic Languages | Sep 2, 2021 | Cross-Lingual TransferSentence | CodeCode Available | 0 |
| Towards Making the Most of Dialogue Characteristics for Neural Chat Translation | Sep 2, 2021 | Machine TranslationResponse Generation | CodeCode Available | 0 |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning | Sep 2, 2021 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| EM Corpus: a comparable corpus for a less-resourced language pair Manipuri-English | Sep 1, 2021 | Sentence | —Unverified | 0 |
| “Don’t discuss”: Investigating Semantic and Argumentative Features for Supervised Propagandist Message Detection and Classification | Sep 1, 2021 | Logical FallaciesPropaganda detection | —Unverified | 0 |
| Paragraph Similarity Matches for Generating Multiple-choice Test Items | Sep 1, 2021 | ManagementMultiple-choice | —Unverified | 0 |
| Disambiguating Grammatical Number and Gender With BERT | Sep 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 |
| Improving Evidence Retrieval with Claim-Evidence Entailment | Sep 1, 2021 | Claim VerificationPrediction | —Unverified | 0 |
| Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models | Sep 1, 2021 | DecoderMachine Translation | —Unverified | 0 |
