| Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification | Oct 16, 2021 | Sentence | —Unverified | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Oct 16, 2021 | Extractive Question-AnsweringQuestion Answering | —Unverified | 0 |
| SpelLM: Augmenting Chinese Spell Check Using Input Salience | Oct 16, 2021 | Sentence | —Unverified | 0 |
| Learning to Prioritize: Precision-Driven Sentence Filtering for Long Text Summarization | Oct 16, 2021 | ArticlesSentence | —Unverified | 0 |
| Modeling Context With Linear Attention for Scalable Document-Level Translation | Oct 16, 2021 | Document TranslationMachine Translation | —Unverified | 0 |
| DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions | Oct 16, 2021 | Sentence | —Unverified | 0 |
| Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER | Oct 16, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| Unsupervised Natural Language Inference Using PHL Triplet Generation | Oct 16, 2021 | Natural Language InferenceSentence | CodeCode Available | 0 |
| Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models | Oct 16, 2021 | ClassificationDomain Generalization | CodeCode Available | 1 |
| Self-Annotated Training for Controllable Image Captioning | Oct 16, 2021 | controllable image captioningImage Captioning | —Unverified | 0 |
| Virtual Augmentation Supported Contrastive Learning of Sentence Representations | Oct 16, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization | Oct 16, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Intent-based Product Collections for E-commerce using Pretrained Language Models | Oct 15, 2021 | Language ModellingSentence | —Unverified | 0 |
| Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance Segmentation | Oct 15, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings | Oct 14, 2021 | AttributeSentence | —Unverified | 0 |
| Transferring Semantic Knowledge Into Language Encoders | Oct 14, 2021 | Reading ComprehensionSentence | —Unverified | 0 |
| Neural Attention-Aware Hierarchical Topic Model | Oct 14, 2021 | modelSentence | —Unverified | 0 |
| BI-RADS BERT & Using Section Segmentation to Understand Radiology Reports | Oct 14, 2021 | SegmentationSentence | CodeCode Available | 0 |
| Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation | Oct 14, 2021 | Answer GenerationGenerative Question Answering | —Unverified | 0 |
| Making Document-Level Information Extraction Right for the Right Reasons | Oct 14, 2021 | Sentenceslot-filling | —Unverified | 0 |
| Context-gloss Augmentation for Improving Word Sense Disambiguation | Oct 14, 2021 | Data AugmentationSentence | —Unverified | 0 |
| Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer | Oct 14, 2021 | Adversarial AttackBackdoor Attack | CodeCode Available | 1 |
| MIMICause: Representation and automatic extraction of causal relation types from clinical notes | Oct 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aspect-Sentiment-Multiple-Opinion Triplet Extraction | Oct 14, 2021 | Aspect Sentiment Triplet ExtractionExtract Aspect | CodeCode Available | 0 |
| Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval | Oct 14, 2021 | Contrastive LearningPassage Retrieval | —Unverified | 0 |
