Natural Language Processing

Transfer Learning from Pre-trained BERT for Pronoun Resolution ACL 2019 Transforming Complex Sentences into a Semantic Hierarchy ACL 2019 Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ACL 2019 Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019 Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ACL 2019 Unsupervised Induction of Ukrainian Morphological Paradigms for the New Lexicon: Extending Coverage for Named Entities and Neologisms using Inflection Tables and Unannotated Corpora ACL 2019 Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders EMNLP 2019 Unsupervised Learning Helps Supervised Neural Word Segmentation AAAI 2019 Weakly-Supervised Hierarchical Text Classification AAAI 2019 What Does BERT Look at? An Analysis of BERT’s Attention ACL 2019 What’s Wrong with Hebrew NLP? And How to Make it Right EMNLP 2019 When Choosing Plausible Alternatives, Clever Hans can be Clever EMNLP 2019 Women’s Syntactic Resilience and Men’s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ACL 2019 WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019 A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness EMNLP 2018 A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018 A Deep Neural Network Sentence Level Classification Method with Context Information EMNLP 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018 Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018 A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines ACL 2018 A Multi-Axis Annotation Scheme for Event Temporal Relations ACL 2018 A Multilingual Information Extraction Pipeline for Investigative Journalism EMNLP 2018 A Multi-task Approach to Learning Multilingual Representations ACL 2018 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018 An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018