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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Knowledge-aware Pronoun Coreference Resolution ACL 2019
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019
An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018
Enhancing Universal Dependency Treebanks: A Case Study EMNLP 2018
Investigating NP-Chunking with Universal Dependencies for English EMNLP 2018
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing EMNLP 2018
Listwise temporal ordering of events in clinical notes EMNLP 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy EMNLP 2018
Complementary Strategies for Low Resourced Morphological Modeling EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018
Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018
Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018
Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing EMNLP 2018
An Interface for Annotating Science Questions EMNLP 2018
LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018
Classifying Referential and Non-referential It Using Gaze EMNLP 2018
A Co-Attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness EMNLP 2018
Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018
Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction EMNLP 2018
Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018
Heuristically Informed Unsupervised Idiom Usage Recognition EMNLP 2018
Neural Multitask Learning for Simile Recognition EMNLP 2018
Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018