Papers
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
Learning to Ask: Neural Question Generation for Reading Comprehension
Xinya Du, Junru Shao, Claire Cardie
Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG)
Tomer Cagan, Stefan L. Frank, Reut Tsarfaty
A Neural Local Coherence Model
Dat Tien Nguyen, Shafiq Joty
Chat Detection in an Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems
Satoshi Akasaki, Nobuhiro Kaji
Adversarial Adaptation of Synthetic or Stale Data
Young-Bum Kim, Karl Stratos, Dongchan Kim
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts
Leandro Santos, Edilson Anselmo Corrêa Júnior, Osvaldo Oliveira Jr et al.
Multi-Task Video Captioning with Video and Entailment Generation
Ramakanth Pasunuru, Mohit Bansal
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction
Yasuhide Miura, Motoki Taniguchi, Tomoki Taniguchi et al.