Natural Language Processing

Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018 Empirical Evaluation of Character-Based Model on Neural Named-Entity Recognition in Indonesian Conversational Texts EMNLP 2018 Evaluating Grammaticality in Seq2seq Models with a Broad Coverage HPSG Grammar: A Case Study on Machine Translation EMNLP 2018 Evaluating the Ability of LSTMs to Learn Context-Free Grammars EMNLP 2018 Examining Temporality in Document Classification ACL 2018 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model EMNLP 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Extracting Syntactic Trees from Transformer Encoder Self-Attentions EMNLP 2018 Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer ACL 2018 Filtering and Mining Parallel Data in a Joint Multilingual Space ACL 2018 Finding syntax in human encephalography with beam search ACL 2018 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018 Getting to “Hearer-old”: Charting Referring Expressions Across Time EMNLP 2018 Global Encoding for Abstractive Summarization ACL 2018 Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018 HUMIR at IEST-2018: Lexicon-Sensitive and Left-Right Context-Sensitive BiLSTM for Implicit Emotion Recognition EMNLP 2018 Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates EMNLP 2018 Hybrid semi-Markov CRF for Neural Sequence Labeling ACL 2018 IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis EMNLP 2018 Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ACL 2018 Importance of Self-Attention for Sentiment Analysis EMNLP 2018 Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018 Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018