Natural Language Understanding

Homograph Disambiguation through Selective Diacritic Restoration ACL 2019 How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL 2019 Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding CoNLL 2019 Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration EMNLP 2019 Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019 Incremental processing of noisy user utterances in the spoken language understanding task EMNLP 2019 Knowledge-aware Pronoun Coreference Resolution ACL 2019 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019 MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction ACL 2019 Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019 Negative Focus Detection via Contextual Attention Mechanism EMNLP 2019 Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data ACL 2019 Predicting the Argumenthood of English Prepositional Phrases AAAI 2019 Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019 Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019 SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NeurIPS 2019 The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019 Toward Automated Content Feedback Generation for Non-native Spontaneous Speech ACL 2019 Towards a General Abstract Meaning Representation Corpus for Brazilian Portuguese ACL 2019 What does Neural Bring? Analysing Improvements in Morphosyntactic Annotation and Lemmatisation of Slovenian, Croatian and Serbian ACL 2019 Women’s Syntactic Resilience and Men’s Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ACL 2019 Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019 A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness EMNLP 2018 An Interface for Annotating Science Questions EMNLP 2018 An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018