| 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 |
| KESA: A Knowledge Enhanced Approach For Sentiment Analysis | Feb 24, 2022 | SentenceSentiment Analysis | 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 |
| 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 |
| ScanQA: 3D Question Answering for Spatial Scene Understanding | Dec 20, 2021 | 3D Question Answering (3D-QA)Object | 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 |
| D-HAN: Dynamic News Recommendation with Hierarchical Attention Network | Dec 19, 2021 | News RecommendationSentence | CodeCode Available | 1 |
| Proposition-Level Clustering for Multi-Document Summarization | Dec 16, 2021 | ClusteringDocument Summarization | CodeCode Available | 1 |
| NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge | Dec 16, 2021 | ArticlesAttribute | CodeCode Available | 1 |
| DocAMR: Multi-Sentence AMR Representation and Evaluation | Dec 15, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| A Transformer-based Approach for Translating Natural Language to Bash Commands | Dec 14, 2021 | Code TranslationSentence | CodeCode Available | 1 |
| Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification | Dec 13, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Nice perfume. How long did you marinate in it? Multimodal Sarcasm Explanation | Dec 9, 2021 | DecoderSentence | CodeCode Available | 1 |
| Joint Learning of Localized Representations from Medical Images and Reports | Dec 6, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification | Dec 5, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Controllable Video Captioning with an Exemplar Sentence | Dec 2, 2021 | Caption GenerationDecoder | CodeCode Available | 1 |
| MultiVerS: Improving scientific claim verification with weak supervision and full-document context | Dec 2, 2021 | Claim VerificationDomain Adaptation | CodeCode Available | 1 |
| ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic | Nov 29, 2021 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| Hierarchical Modular Network for Video Captioning | Nov 24, 2021 | Representation LearningSentence | CodeCode Available | 1 |
| Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples | Nov 22, 2021 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization | Nov 18, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity | Nov 16, 2021 | Sentence | CodeCode Available | 1 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Nov 16, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization | Nov 16, 2021 | DecoderDocument Summarization | CodeCode Available | 1 |
| Triggerless Backdoor Attack for NLP Tasks with Clean Labels | Nov 15, 2021 | Backdoor AttackSentence | CodeCode Available | 1 |
| AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization | Nov 11, 2021 | Community Question AnsweringData Augmentation | CodeCode Available | 1 |
| Focusing on Potential Named Entities During Active Label Acquisition | Nov 6, 2021 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
| The Curious Layperson: Fine-Grained Image Recognition without Expert Labels | Nov 5, 2021 | Cross-Modal RetrievalFine-Grained Image Recognition | CodeCode Available | 1 |
| Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification | Nov 1, 2021 | Sentence | CodeCode Available | 1 |
| ParsiNorm: A Persian Toolkit for Speech Processing Normalization | Nov 1, 2021 | Language ModellingSentence | CodeCode Available | 1 |
