| Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks | Mar 16, 2021 | Relation ExtractionRepresentation Learning | —Unverified | 0 |
| Mention-centered Graph Neural Network for Document-level Relation Extraction | Mar 15, 2021 | Document-level Relation ExtractionGraph Neural Network | —Unverified | 0 |
| Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence | Mar 15, 2021 | Sentencetext-classification | —Unverified | 0 |
| Generating CCG Categories | Mar 15, 2021 | Multi-class ClassificationSentence | CodeCode Available | 0 |
| Towards Robust Speech-to-Text Adversarial Attack | Mar 15, 2021 | Adversarial AttackRoom Impulse Response (RIR) | —Unverified | 0 |
| Learning a Word-Level Language Model with Sentence-Level Noise Contrastive Estimation for Contextual Sentence Probability Estimation | Mar 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Simpson's Bias in NLP Training | Mar 13, 2021 | Multi-class ClassificationSentence | —Unverified | 0 |
| Neural Architecture Search based on Cartesian Genetic Programming Coding Method | Mar 12, 2021 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Constrained Text Generation with Global Guidance -- Case Study on CommonGen | Mar 12, 2021 | Common Sense Reasoningreinforcement-learning | —Unverified | 0 |
| Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora | Mar 11, 2021 | DenoisingLanguage Modeling | —Unverified | 0 |
| FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders | Mar 11, 2021 | Contrastive LearningFairness | —Unverified | 0 |
| Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings | Mar 11, 2021 | Cross-Lingual Word EmbeddingsMachine Translation | —Unverified | 0 |
| Tell Me Why You Feel That Way: Processing Compositional Dependency for Tree-LSTM Aspect Sentiment Triplet Extraction (TASTE) | Mar 10, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Relational Weight Priors in Neural Networks for Abstract Pattern Learning and Language Modelling | Mar 10, 2021 | Inductive BiasLanguage Modelling | —Unverified | 0 |
| Identifying ARDS using the Hierarchical Attention Network with Sentence Objectives Framework | Mar 10, 2021 | Document ClassificationSentence | —Unverified | 0 |
| Improving Document-Level Sentiment Classification Using Importance of Sentences | Mar 9, 2021 | ClassificationDocument Classification | —Unverified | 0 |
| Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification | Mar 9, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Analysis of Convolutional Decoder for Image Caption Generation | Mar 8, 2021 | Caption GenerationData Augmentation | —Unverified | 0 |
| "Sharks are not the threat humans are": Argument Component Segmentation in School Student Essays | Mar 8, 2021 | Argument MiningClassification | —Unverified | 0 |
| Automatic Difficulty Classification of Arabic Sentences | Mar 7, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Local word statistics affect reading times independently of surprisal | Mar 7, 2021 | Sentence | CodeCode Available | 0 |
| Sentiment Analysis for Troll Detection on Weibo | Mar 7, 2021 | SentenceSentence segmentation | —Unverified | 0 |
| Orthogonal Attention: A Cloze-Style Approach to Negation Scope Resolution | Mar 7, 2021 | NegationNegation Scope Resolution | —Unverified | 0 |
| Parsing Indonesian Sentence into Abstract Meaning Representation using Machine Learning Approach | Mar 5, 2021 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Multi-document Summarization using Semantic Role Labeling and Semantic Graph for Indonesian News Article | Mar 5, 2021 | ArticlesDocument Summarization | —Unverified | 0 |
| Dual Pointer Network for Fast Extraction of Multiple Relations in a Sentence | Mar 5, 2021 | DecoderObject | —Unverified | 0 |
| An Iterative Contextualization Algorithm with Second-Order Attention | Mar 3, 2021 | Sentencetext-classification | CodeCode Available | 0 |
| MultiSubs: A Large-scale Multimodal and Multilingual Dataset | Mar 2, 2021 | Multimodal Lexical TranslationMultimodal Text Prediction | CodeCode Available | 0 |
| Unsupervised Word Segmentation with Bi-directional Neural Language Model | Mar 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages | Mar 1, 2021 | Depth EstimationDepth Prediction | —Unverified | 0 |
| Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines | Mar 1, 2021 | Document RankingLanguage Modelling | —Unverified | 0 |
| DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections | Feb 26, 2021 | Knowledge Base CompletionNatural Language Queries | —Unverified | 0 |
| PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning | Feb 25, 2021 | Articlesnamed-entity-recognition | —Unverified | 0 |
| A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives | Feb 25, 2021 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| BERT-based Acronym Disambiguation with Multiple Training Strategies | Feb 25, 2021 | Binary ClassificationSentence | —Unverified | 0 |
| Enhanced Modality Transition for Image Captioning | Feb 23, 2021 | DecoderImage Captioning | —Unverified | 0 |
| A Novel Deep Learning Method for Textual Sentiment Analysis | Feb 23, 2021 | Deep LearningSentence | —Unverified | 0 |
| MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture | Feb 22, 2021 | Data AugmentationNatural Language Understanding | —Unverified | 0 |
| Creating a Universal Dependencies Treebank of Spoken Frisian-Dutch Code-switched Data | Feb 22, 2021 | SentenceSentence segmentation | CodeCode Available | 0 |
| An Attention Ensemble Approach for Efficient Text Classification of Indian Languages | Feb 20, 2021 | General ClassificationSentence | —Unverified | 0 |
| Multilingual Answer Sentence Reranking via Automatically Translated Data | Feb 20, 2021 | Question AnsweringReranking | —Unverified | 0 |
| Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging | Feb 19, 2021 | ArticlesDomain Adaptation | CodeCode Available | 0 |
| Back Translation Survey for Improving Text Augmentation | Feb 19, 2021 | SentenceSurvey | —Unverified | 0 |
| From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention | Feb 18, 2021 | Sentence | —Unverified | 0 |
| A Context-Enhanced De-identification System | Feb 17, 2021 | Boundary DetectionDe-identification | —Unverified | 0 |
| First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction | Feb 17, 2021 | Aspect Sentiment Triplet ExtractionSentence | —Unverified | 0 |
| Have Attention Heads in BERT Learned Constituency Grammar? | Feb 16, 2021 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Crowdsourcing Parallel Corpus for English-Oromo Neural Machine Translation using Community Engagement Platform | Feb 15, 2021 | DiversityMachine Translation | —Unverified | 0 |
| Jira: a Kurdish Speech Recognition System Designing and Building Speech Corpus and Pronunciation Lexicon | Feb 15, 2021 | Language ModellingSentence | —Unverified | 0 |
| Towards Personalised and Document-level Machine Translation of Dialogue | Feb 11, 2021 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |