| Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation | Nov 1, 2021 | Cross-Lingual Semantic Textual SimilarityMachine Translation | CodeCode Available | 0 |
| Detect and Classify – Joint Span Detection and Classification for Health Outcomes | Nov 1, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| deepQuest-py: Large and Distilled Models for Quality Estimation | Nov 1, 2021 | Knowledge DistillationSentence | CodeCode Available | 0 |
| Putting Words in BERT’s Mouth: Navigating Contextualized Vector Spaces with Pseudowords | Nov 1, 2021 | Sentence | CodeCode Available | 0 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 |
| InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles | Nov 1, 2021 | Semantic Role LabelingSentence | —Unverified | 0 |
| I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review | Nov 1, 2021 | counterfactualCounterfactual Detection | CodeCode Available | 1 |
| Set Generation Networks for End-to-End Knowledge Base Population | Nov 1, 2021 | DecoderKnowledge Base Population | —Unverified | 0 |
| Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph | Nov 1, 2021 | Argument Pair Extraction (APE)Relation | —Unverified | 0 |
| SgSum:Transforming Multi-document Summarization into Sub-graph Selection | Nov 1, 2021 | Document SummarizationMulti-Document Summarization | CodeCode Available | 0 |
| Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification | Nov 1, 2021 | Sentence | CodeCode Available | 1 |
| IGA: An Intent-Guided Authoring Assistant | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction | Nov 1, 2021 | Data AugmentationEvent Argument Extraction | —Unverified | 0 |
| A Language Model-based Generative Classifier for Sentence-level Discourse Parsing | Nov 1, 2021 | Discourse ParsingDiscourse Segmentation | —Unverified | 0 |
| Event Graph based Sentence Fusion | Nov 1, 2021 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| Unsupervised Relation Extraction: A Variational Autoencoder Approach | Nov 1, 2021 | DecoderRelation | —Unverified | 0 |
| Iterative GNN-based Decoder for Question Generation | Nov 1, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization | Nov 1, 2021 | Extractive SummarizationExtractive Text Summarization | —Unverified | 0 |
| Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot | Nov 1, 2021 | Paraphrase GenerationSentence | —Unverified | 0 |
| Building the Directed Semantic Graph for Coherent Long Text Generation | Nov 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Implicit Sentiment Analysis with Event-centered Text Representation | Nov 1, 2021 | Representation LearningSentence | —Unverified | 0 |
| Building Adaptive Acceptability Classifiers for Neural NLG | Nov 1, 2021 | SentenceSynthetic Data Generation | —Unverified | 0 |
| Rethinking Denoised Auto-Encoding in Language Pre-Training | Nov 1, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data | Nov 1, 2021 | Paraphrase GenerationSentence | CodeCode Available | 0 |
| 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 |