| Not Just Classification: Recognizing Implicit Discourse Relation on Joint Modeling of Classification and Generation | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 |
| Word Reordering for Zero-shot Cross-lingual Structured Prediction | Nov 1, 2021 | Dependency ParsingMorphological Tagging | —Unverified | 0 |
| Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation | Nov 1, 2021 | Action GenerationMachine Translation | CodeCode Available | 0 |
| Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Reconstruction Attack on Instance Encoding for Language Understanding | Nov 1, 2021 | Privacy PreservingReconstruction Attack | —Unverified | 0 |
| Detecting Health Advice in Medical Research Literature | Nov 1, 2021 | PredictionRetrieval | CodeCode Available | 0 |
| Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is this the end of the gold standard? A straightforward reference-less grammatical error correction metric | Nov 1, 2021 | Grammatical Error CorrectionSentence | CodeCode Available | 0 |
| Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings | Nov 1, 2021 | DecoderMachine Translation | CodeCode Available | 0 |
| Modeling Document-Level Context for Event Detection via Important Context Selection | Nov 1, 2021 | Event DetectionRepresentation Learning | —Unverified | 0 |
| Self-trained Pretrained Language Models for Evidence Detection | Nov 1, 2021 | Argument MiningSentence | —Unverified | 0 |
| Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization | Nov 1, 2021 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| Progressive Self-Training with Discriminator for Aspect Term Extraction | Nov 1, 2021 | Extract AspectSentence | —Unverified | 0 |
| SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map | Nov 1, 2021 | Question AnsweringSentence | —Unverified | 0 |
| AttentionRank: Unsupervised Keyphrase Extraction using Self and Cross Attentions | Nov 1, 2021 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories | Nov 1, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning | Nov 1, 2021 | MathSentence | —Unverified | 0 |
| Self-Supervised Quality Estimation for Machine Translation | Nov 1, 2021 | Machine TranslationSentence | —Unverified | 0 |
| Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer | Nov 1, 2021 | Extractive Text SummarizationSentence | —Unverified | 0 |
| Fine-grained Factual Consistency Assessment for Abstractive Summarization Models | Nov 1, 2021 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method | Nov 1, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension | Nov 1, 2021 | Chinese Reading ComprehensionMachine Reading Comprehension | —Unverified | 0 |
| Exploring Sentence Community for Document-Level Event Extraction | Nov 1, 2021 | Community DetectionDocument-level Event Extraction | —Unverified | 0 |
| Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts | Nov 1, 2021 | ArticlesBias Detection | CodeCode Available | 1 |