| Fine-tuning of Pre-trained Transformers for Hate, Offensive, and Profane Content Detection in English and Marathi | Oct 25, 2021 | Hate Speech DetectionSentence | CodeCode Available | 0 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Oct 16, 2021 | Contrastive LearningSentence | —Unverified | 0 |
| Transferring Semantic Knowledge Into Language Encoders | Oct 14, 2021 | Reading ComprehensionSentence | —Unverified | 0 |
| Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences | Oct 2, 2021 | ClusteringSentence | CodeCode Available | 0 |
| Neural sentence embedding models for semantic similarity estimation in the biomedical domain | Oct 1, 2021 | ArticlesSemantic Similarity | CodeCode Available | 0 |
| ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Smoothed Contrastive Learning for Unsupervised Sentence Embedding | Sep 9, 2021 | Contrastive LearningSentence | CodeCode Available | 1 |
| PAUSE: Positive and Annealed Unlabeled Sentence Embedding | Sep 7, 2021 | SentenceSentence Embedding | CodeCode Available | 1 |
| BERT based classification system for detecting rumours on Twitter | Sep 7, 2021 | ClassificationMisinformation | —Unverified | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis | Aug 27, 2021 | Image GenerationSentence | CodeCode Available | 1 |
| A New Sentence Ordering Method Using BERT Pretrained Model | Aug 26, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Structure-aware Sentence Encoder in Bert-Based Siamese Network | Aug 1, 2021 | Natural Language UnderstandingSemantic Textual Similarity | —Unverified | 0 |
| Automatic Learning Assistant in Telugu | Aug 1, 2021 | Hybrid Machine LearningPOS | —Unverified | 0 |
| Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding | Jul 31, 2021 | DecoderSentence | —Unverified | 0 |
| Unsupervised Spoken Utterance Classification | Jul 2, 2021 | ClassificationSentence | —Unverified | 0 |
| Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations | Jun 23, 2021 | Domain Adaptationimage-classification | CodeCode Available | 0 |
| Entity Concept-enhanced Few-shot Relation Extraction | Jun 4, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| Iterative Hierarchical Attention for Answering Complex Questions over Long Documents | Jun 1, 2021 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| Integrating extracted information from bert and multiple embedding methods with the deep neural network for humour detection | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| kdehumor at semeval-2020 task 7: a neural network model for detecting funniness in dataset humicroedit | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference | May 7, 2021 | Multi-hop Question AnsweringNatural Language Inference | —Unverified | 0 |
| Dual-View Distilled BERT for Sentence Embedding | Apr 18, 2021 | SentenceSentence Embedding | —Unverified | 0 |