Papers
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
Aditya Siddhant, Zachary C. Lipton
Deep Chit-Chat: Deep Learning for ChatBots
Wei Wu, Rui Yan
2018
EMNLP
Deep contextualized word representations for detecting sarcasm and irony
Suzana Ilić, Edison Marrese-Taylor, Jorge Balazs et al.
DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers
Jesse Dunietz, Jaime Carbonell, Lori Levin
Deep Exhaustive Model for Nested Named Entity Recognition
Mohammad Golam Sohrab, Makoto Miwa
Deep Latent Variable Models of Natural Language
Alexander Rush, Yoon Kim, Sam Wiseman
2018
EMNLP
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
Lina M. Rojas-Barahona, Bo-Hsiang Tseng, Yinpei Dai et al.
Deep Learning for Social Media Health Text Classification
Santosh T.y.s.s, Santosh Tokala, Vaibhav Gambhir et al.
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance
Yftah Ziser, Roi Reichart
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
Hai Wang, Hoifung Poon
Deep Relevance Ranking Using Enhanced Document-Query Interactions
Ryan McDonald, George Brokos, Ion Androutsopoulos
DeFactoNLP: Fact Verification using Entity Recognition, TFIDF Vector Comparison and Decomposable Attention
Aniketh Janardhan Reddy, Gil Rocha, Diego Esteves
De-identifying Free Text of Japanese Dummy Electronic Health Records
Kohei Kajiyama, Hiromasa Horiguchi, Takashi Okumura et al.
Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing
Seid Muhie Yimam, Chris Biemann
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection
Wei Wang, Taro Watanabe, Macduff Hughes et al.
Dependency-based Hybrid Trees for Semantic Parsing
Zhanming Jie, Wei Lu
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction
Lifeng Jin, Finale Doshi-Velez, Timothy Miller et al.
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction
Heike Adel, Laura Ana Maria Bostan, Sean Papay et al.
Deriving Machine Attention from Human Rationales
Yujia Bao, Shiyu Chang, Mo Yu et al.
Detecting Code-Switching between Turkish-English Language Pair
Zeynep Yirmibeşoğlu, Gülşen Eryiğit
Detecting Diabetes Risk from Social Media Activity
Dane Bell, Egoitz Laparra, Aditya Kousik et al.
Detecting Gang-Involved Escalation on Social Media Using Context
Serina Chang, Ruiqi Zhong, Ethan Adams et al.
Detecting Tweets Mentioning Drug Name and Adverse Drug Reaction with Hierarchical Tweet Representation and Multi-Head Self-Attention
Chuhan Wu, Fangzhao Wu, Junxin Liu et al.
Determining Code Words in Euphemistic Hate Speech Using Word Embedding Networks
Rijul Magu, Jiebo Luo
Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement
Jason Lee, Elman Mansimov, Kyunghyun Cho