Natural Language Understanding

Bag of Experts Architectures for Model Reuse in Conversational Language Understanding NAACL 2018 Beyond Multiword Expressions: Processing Idioms and Metaphors ACL 2018 Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018 Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model ACL 2018 Classifying Referential and Non-referential It Using Gaze EMNLP 2018 CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task ACL 2018 Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ACL 2018 Complementary Strategies for Low Resourced Morphological Modeling EMNLP 2018 Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018 Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction EMNLP 2018 Detecting Grammatical Errors in the NTOU CGED System by Identifying Frequent Subsentences ACL 2018 Detecting Simultaneously Chinese Grammar Errors Based on a BiLSTM-CRF Model ACL 2018 Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing EMNLP 2018 Enhancing Universal Dependency Treebanks: A Case Study EMNLP 2018 Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018 Event2Mind: Commonsense Inference on Events, Intents, and Reactions ACL 2018 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018 Heuristically Informed Unsupervised Idiom Usage Recognition EMNLP 2018 Investigating NP-Chunking with Universal Dependencies for English EMNLP 2018 Jointly Predicting Predicates and Arguments in Neural Semantic Role Labeling ACL 2018 LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018 Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers ACL 2018 Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018 Listwise temporal ordering of events in clinical notes EMNLP 2018 Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018