| HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction | Feb 27, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning | Feb 26, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 1 |
| Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding | Feb 26, 2022 | Contrastive LearningSentence | CodeCode Available | 1 |
| Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction | Feb 24, 2022 | Event Argument ExtractionSentence | CodeCode Available | 1 |
| 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 |
| USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation | Feb 21, 2022 | Machine TranslationParallel Corpus Mining | CodeCode Available | 1 |
| Models and Datasets for Cross-Lingual Summarisation | Feb 19, 2022 | ArticlesSentence | CodeCode Available | 1 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Dataset of British English speech recordings for psychoacoustics and speech processing research | Feb 15, 2022 | Sentence | CodeCode Available | 1 |
| Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval | Feb 7, 2022 | Contrastive LearningQuantization | CodeCode Available | 1 |
| PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings | Jan 28, 2022 | Contrastive LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Explore-And-Match: Bridging Proposal-Based and Proposal-Free With Transformer for Sentence Grounding in Videos | Jan 25, 2022 | Natural Language QueriesSentence | CodeCode Available | 1 |
| Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval | Jan 23, 2022 | Representation LearningRetrieval | CodeCode Available | 1 |
| SciBERTSUM: Extractive Summarization for Scientific Documents | Jan 21, 2022 | ArticlesExtractive Summarization | CodeCode Available | 1 |
| VISA: An Ambiguous Subtitles Dataset for Visual Scene-Aware Machine Translation | Jan 20, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples | Jan 16, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Proposition-Level Clustering for Multi-Document Summarization | Jan 16, 2022 | ClusteringDocument Summarization | CodeCode Available | 1 |
| Compact Bidirectional Transformer for Image Captioning | Jan 6, 2022 | DecoderImage Captioning | CodeCode Available | 1 |
| Weakly Supervised Temporal Sentence Grounding With Gaussian-Based Contrastive Proposal Learning | Jan 1, 2022 | Model OptimizationSentence | CodeCode Available | 1 |
| C2SLR: Consistency-Enhanced Continuous Sign Language Recognition | Jan 1, 2022 | SentenceSentence Embedding | CodeCode Available | 1 |
| YACLC: A Chinese Learner Corpus with Multidimensional Annotation | Dec 30, 2021 | Grammatical Error CorrectionLanguage Acquisition | CodeCode Available | 1 |
| Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding | Dec 22, 2021 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims | Dec 20, 2021 | ArticlesFact Checking | CodeCode Available | 1 |
| ScanQA: 3D Question Answering for Spatial Scene Understanding | Dec 20, 2021 | 3D Question Answering (3D-QA)Object | CodeCode Available | 1 |
