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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots EMNLP 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019
Compositional Generalization for Primitive Substitutions EMNLP 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP 2019
Core Semantic First: A Top-down Approach for AMR Parsing EMNLP 2019
BERT for Coreference Resolution: Baselines and Analysis EMNLP 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019
“Going on a vacation” takes longer than “Going for a walk”: A Study of Temporal Commonsense Understanding EMNLP 2019
A Unified Neural Coherence Model EMNLP 2019
Negative Focus Detection via Contextual Attention Mechanism EMNLP 2019
Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration EMNLP 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019
Incremental processing of noisy user utterances in the spoken language understanding task EMNLP 2019
Attentive Tensor Product Learning AAAI 2019
Incorporating Structured Commonsense Knowledge in Story Completion AAAI 2019
Predicting the Argumenthood of English Prepositional Phrases AAAI 2019
A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context AAAI 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019
eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing AAAI 2019
Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding CONLL 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems NIPS 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019
Cross-Domain Generalization of Neural Constituency Parsers ACL 2019