| Context-Preserving Text Simplification | May 24, 2021 | SentenceText Simplification | CodeCode Available | 1 |
| Structural Pre-training for Dialogue Comprehension | May 23, 2021 | Sentence | —Unverified | 0 |
| CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding | May 23, 2021 | document understandingDomain Adaptation | CodeCode Available | 1 |
| Fact-driven Logical Reasoning for Machine Reading Comprehension | May 21, 2021 | Logical ReasoningMachine Reading Comprehension | CodeCode Available | 1 |
| Semantic Representation for Dialogue Modeling | May 21, 2021 | Abstract Meaning RepresentationDialog Relation Extraction | CodeCode Available | 1 |
| Visual representation of negation: Real world data analysis on comic image design | May 21, 2021 | Image Captioningimage-classification | —Unverified | 0 |
| Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining | May 21, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Revisiting the Negative Data of Distantly Supervised Relation Extraction | May 21, 2021 | RelationRelation Extraction | CodeCode Available | 1 |
| MBIC -- A Media Bias Annotation Dataset Including Annotator Characteristics | May 20, 2021 | ArticlesBias Detection | —Unverified | 0 |
| LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures | May 20, 2021 | Lexical Complexity PredictionSentence | —Unverified | 0 |
| Dependency Parsing with Bottom-up Hierarchical Pointer Networks | May 20, 2021 | Dependency ParsingSentence | CodeCode Available | 0 |
| ASQ: Automatically Generating Question-Answer Pairs using AMRs | May 20, 2021 | Abstract Meaning RepresentationSentence | —Unverified | 0 |
| Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations | May 20, 2021 | ClassificationMulti-modal Classification | CodeCode Available | 1 |
| Unified Dual-view Cognitive Model for Interpretable Claim Verification | May 20, 2021 | ArticlesClaim Verification | —Unverified | 0 |
| MLBiNet: A Cross-Sentence Collective Event Detection Network | May 20, 2021 | DecoderEvent Detection | CodeCode Available | 1 |
| Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization | May 19, 2021 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Sentence Extraction-Based Machine Reading Comprehension for Vietnamese | May 19, 2021 | ArticlesMachine Reading Comprehension | —Unverified | 0 |
| Laughing Heads: Can Transformers Detect What Makes a Sentence Funny? | May 19, 2021 | BenchmarkingSentence | CodeCode Available | 0 |
| Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence | May 19, 2021 | DecoderSemantic Similarity | CodeCode Available | 1 |
| Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing | May 18, 2021 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Relation Classification with Entity Type Restriction | May 18, 2021 | ClassificationRelation | —Unverified | 0 |
| Divided We Rule: Influencer Polarization on Twitter During Political Crises in India | May 18, 2021 | Sentence | —Unverified | 0 |
| Distantly Supervised Relation Extraction via Recursive Hierarchy-Interactive Attention and Entity-Order Perception | May 18, 2021 | RelationRelation Extraction | CodeCode Available | 0 |
| Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching | May 18, 2021 | Caption GenerationCross-Modal Retrieval | —Unverified | 0 |
| Ensemble-based Transfer Learning for Low-resource Machine Translation Quality Estimation | May 17, 2021 | Machine TranslationMiscellaneous | —Unverified | 0 |
| Deep Learning Models in Software Requirements Engineering | May 17, 2021 | Deep LearningSentence | —Unverified | 0 |
| Sentence Similarity Based on Contexts | May 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Causal Augmentation for Causal Sentence Classification | May 16, 2021 | Classificationcounterfactual | —Unverified | 0 |
| Classifying Long Clinical Documents with Pre-trained Transformers | May 14, 2021 | Sentence | —Unverified | 0 |
| DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing | May 14, 2021 | Binary ClassificationLinguistic Acceptability | —Unverified | 0 |
| Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction | May 14, 2021 | counterfactualSentence | —Unverified | 0 |
| Building a Question and Answer System for News Domain | May 12, 2021 | ArticlesQuestion Answering | —Unverified | 0 |
| UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions | May 12, 2021 | Keyphrase ExtractionRelation Extraction | CodeCode Available | 1 |
| Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction | May 12, 2021 | Machine TranslationNMT | CodeCode Available | 1 |
| OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction | May 12, 2021 | Lexical Complexity PredictionMulti-Task Learning | —Unverified | 0 |
| Integrating extracted information from bert and multiple embedding methods with the deep neural network for humour detection | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| kdehumor at semeval-2020 task 7: a neural network model for detecting funniness in dataset humicroedit | May 11, 2021 | SentenceSentence Embedding | —Unverified | 0 |
| DocOIE: A Document-level Context-Aware Dataset for OpenIE | May 10, 2021 | Open Information ExtractionSentence | CodeCode Available | 1 |
| Self-Guided Curriculum Learning for Neural Machine Translation | May 10, 2021 | Machine TranslationNMT | —Unverified | 0 |
| DefSent: Sentence Embeddings using Definition Sentences | May 10, 2021 | Natural Language InferenceSentence | CodeCode Available | 1 |
| FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition | May 9, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Knowledge-based Review Generation by Coherence Enhanced Text Planning | May 9, 2021 | InformativenessKnowledge Graphs | —Unverified | 0 |
| Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning | May 8, 2021 | Chinese Named Entity RecognitionChunking | CodeCode Available | 1 |
| Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models | May 7, 2021 | Coherence EvaluationLanguage Modelling | CodeCode Available | 0 |
| Network Pruning That Matters: A Case Study on Retraining Variants | May 7, 2021 | Network PruningSentence | CodeCode Available | 1 |
| A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations | May 6, 2021 | AttributeDisentanglement | —Unverified | 0 |
| Stylistic Analysis of the French Presidential Speeches: Is Macron really different? | May 6, 2021 | Sentence | —Unverified | 0 |
| XeroAlign: Zero-Shot Cross-lingual Transformer Alignment | May 6, 2021 | Multilingual NLPNatural Language Understanding | CodeCode Available | 0 |
| Genetic Algorithms For Extractive Summarization | May 5, 2021 | Deep LearningExtractive Summarization | —Unverified | 0 |
| Full-Sentence Models Perform Better in Simultaneous Translation Using the Information Enhanced Decoding Strategy | May 5, 2021 | SentenceTranslation | —Unverified | 0 |