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| Better Quality Estimation for Low Resource Corpus Mining | Mar 15, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Unsupervised Extractive Opinion Summarization Using Sparse Coding | Mar 15, 2022 | Dictionary LearningExtractive Summarization | CodeCode Available | 0 |
| SCD: Self-Contrastive Decorrelation for Sentence Embeddings | Mar 15, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering | Mar 15, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation | Mar 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Combining dynamic local context focus and dependency cluster attention for aspect-level sentiment classification | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Towards Semantic Search for Community Question Answering for Mortgage Officers | Mar 14, 2022 | Community Question AnsweringDomain Adaptation | —Unverified | 0 |
| Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations | Mar 14, 2022 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition | Mar 14, 2022 | Contrastive LearningKnowledge Graphs | —Unverified | 0 |
| Pruned Graph Neural Network for Short Story Ordering | Mar 13, 2022 | Graph Neural NetworkSentence | —Unverified | 0 |
| Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns | Mar 13, 2022 | ArticlesInformation Retrieval | —Unverified | 0 |
| SciNLI: A Corpus for Natural Language Inference on Scientific Text | Mar 13, 2022 | Natural Language InferenceNatural Language Understanding | CodeCode Available | 1 |
| Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video | Mar 13, 2022 | Language ModellingQuestion Answering | —Unverified | 0 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Mar 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Hierarchical BERT for Medical Document Understanding | Mar 11, 2022 | document understandingSentence | —Unverified | 0 |
| Integrating Dependency Tree Into Self-attention for Sentence Representation | Mar 11, 2022 | Computational EfficiencyRepresentation Learning | —Unverified | 0 |
| Block-Sparse Adversarial Attack to Fool Transformer-Based Text Classifiers | Mar 11, 2022 | Adversarial AttackSentence | CodeCode Available | 0 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| A new approach to calculating BERTScore for automatic assessment of translation quality | Mar 10, 2022 | Machine TranslationSentence | —Unverified | 0 |
| IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages | Mar 10, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| TextConvoNet:A Convolutional Neural Network based Architecture for Text Classification | Mar 10, 2022 | ClassificationSentence | —Unverified | 0 |
| A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach | Mar 10, 2022 | BenchmarkingSentence | —Unverified | 0 |
