Papers
Learning Semantic Correspondences in Technical Documentation
Kyle Richardson, Jonas Kuhn
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
Mandar Joshi, Eunsol Choi, Daniel Weld et al.
Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis
Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto
Watset: Automatic Induction of Synsets from a Graph of Synonyms
Dmitry Ustalov, Alexander Panchenko, Chris Biemann
A Corpus of Annotated Revisions for Studying Argumentative Writing
Fan Zhang, Homa B. Hashemi, Rebecca Hwa et al.
MalwareTextDB: A Database for Annotated Malware Articles
Swee Kiat Lim, Aldrian Obaja Muis, Wei Lu et al.
Combating Human Trafficking with Multimodal Deep Models
Edmund Tong, Amir Zadeh, Cara Jones et al.
Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
Chris Hokamp, Qun Liu
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation
Jinchao Zhang, Mingxuan Wang, Qun Liu et al.
Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization
Jiacheng Zhang, Yang Liu, Huanbo Luan et al.
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
Julia Kreutzer, Artem Sokolov, Stefan Riezler
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
Kazuya Kawakami, Chris Dyer, Phil Blunsom
Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks
Abhisek Chakrabarty, Onkar Arun Pandit, Utpal Garain
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni, Georgiana Dinu, Radu Florian
Unsupervised Text Segmentation Based on Native Language Characteristics
Shervin Malmasi, Mark Dras, Mark Johnson et al.
Prerequisite Relation Learning for Concepts in MOOCs
Liangming Pan, Chengjiang Li, Juanzi Li et al.
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading
Bishan Yang, Tom Mitchell
Understanding and Predicting Empathic Behavior in Counseling Therapy
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow et al.
Cross-lingual Distillation for Text Classification
Ruochen Xu, Yiming Yang
A Constituent-Centric Neural Architecture for Reading Comprehension
Pengtao Xie, Eric Xing
Transductive Non-linear Learning for Chinese Hypernym Prediction
Chengyu Wang, Junchi Yan, Aoying Zhou et al.
Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains
Liangguo Wang, Jing Jiang, Hai Leong Chieu et al.
Learning to Generate Market Comments from Stock Prices
Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa et al.
Flexible and Creative Chinese Poetry Generation Using Neural Memory
Jiyuan Zhang, Yang Feng, Dong Wang et al.
Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback
Avinesh P.V.S, Christian M. Meyer