| 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 |
