| Set Generation Networks for End-to-End Knowledge Base Population | Nov 1, 2021 | DecoderKnowledge Base Population | —Unverified | 0 |
| 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 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —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 |
| Rˆ3Net:Relation-embedded Representation Reconstruction Network for Change Captioning | Nov 1, 2021 | Caption GenerationRelation | CodeCode Available | 0 |
| Maximal Clique Based Non-Autoregressive Open Information Extraction | Nov 1, 2021 | Open Information ExtractionSentence | —Unverified | 0 |
| InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles | Nov 1, 2021 | Semantic Role LabelingSentence | —Unverified | 0 |
| Implicit Sentiment Analysis with Event-centered Text Representation | Nov 1, 2021 | Representation LearningSentence | —Unverified | 0 |
| Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph | Nov 1, 2021 | Argument Pair Extraction (APE)Relation | —Unverified | 0 |
| Self-Supervised Quality Estimation for Machine Translation | Nov 1, 2021 | Machine TranslationSentence | —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 |
| Rethinking Denoised Auto-Encoding in Language Pre-Training | Nov 1, 2021 | Natural Language UnderstandingSentence | —Unverified | 0 |
| Relation Extraction with Word Graphs from N-grams | Nov 1, 2021 | RelationRelation Extraction | —Unverified | 0 |
| SgSum:Transforming Multi-document Summarization into Sub-graph Selection | Nov 1, 2021 | Document SummarizationMulti-Document Summarization | CodeCode Available | 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 |
| Building the Directed Semantic Graph for Coherent Long Text Generation | Nov 1, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization | Nov 1, 2021 | Abstractive Text SummarizationSentence | —Unverified | 0 |
| Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification | Nov 1, 2021 | Sentence | CodeCode Available | 1 |
| Building Adaptive Acceptability Classifiers for Neural NLG | Nov 1, 2021 | SentenceSynthetic Data Generation | —Unverified | 0 |
| Revisiting Pivot-Based Paraphrase Generation: Language Is Not the Only Optional Pivot | Nov 1, 2021 | Paraphrase GenerationSentence | —Unverified | 0 |
| Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data | Nov 1, 2021 | Paraphrase GenerationSentence | CodeCode Available | 0 |
| Self-trained Pretrained Language Models for Evidence Detection | Nov 1, 2021 | Argument MiningSentence | —Unverified | 0 |
