Papers
Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation
Mingmin Jin, Xin Luo, Huiling Zhu et al.
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
Bhavana Dalvi, Lifu Huang, Niket Tandon et al.
Supervised and Unsupervised Transfer Learning for Question Answering
Yu-An Chung, Hung-Yi Lee, James Glass
Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering
Seunghyun Yoon, Joongbo Shin, Kyomin Jung
Learning to Collaborate for Question Answering and Asking
Duyu Tang, Nan Duan, Zhao Yan et al.
CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension
Simon Šuster, Walter Daelemans
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization
Preksha Nema, Shreyas Shetty, Parag Jain et al.
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation
Ye Zhang, Nan Ding, Radu Soricut
Bootstrapping Generators from Noisy Data
Laura Perez-Beltrachini, Mirella Lapata
Identifying Semantic Divergences in Parallel Text without Annotations
Yogarshi Vyas, Xing Niu, Marine Carpuat
Learning Joint Semantic Parsers from Disjoint Data
Hao Peng, Sam Thomson, Swabha Swayamdipta et al.
Multimodal Frame Identification with Multilingual Evaluation
Teresa Botschen, Iryna Gurevych, Jan-Christoph Klie et al.
KBGAN: Adversarial Learning for Knowledge Graph Embeddings
Liwei Cai, William Yang Wang
DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference
Reza Ghaeini, Sadid A. Hasan, Vivek Datla et al.
A Neural Layered Model for Nested Named Entity Recognition
Meizhi Ju, Makoto Miwa, Sophia Ananiadou
Using Morphological Knowledge in Open-Vocabulary Neural Language Models
Austin Matthews, Graham Neubig, Chris Dyer
Simple Models for Word Formation in Slang
Vivek Kulkarni, William Yang Wang
Reusing Weights in Subword-Aware Neural Language Models
Zhenisbek Assylbekov, Rustem Takhanov
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media
Gustavo Aguilar, Adrian Pastor López-Monroy, Fabio González et al.
Context Sensitive Neural Lemmatization with Lematus
Toms Bergmanis, Sharon Goldwater
Target Foresight Based Attention for Neural Machine Translation
Xintong Li, Lemao Liu, Zhaopeng Tu et al.
Self-Attentive Residual Decoder for Neural Machine Translation
Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram et al.
Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach
Poorya Zaremoodi, Gholamreza Haffari
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets
Zhen Yang, Wei Chen, Feng Wang et al.
Handling Homographs in Neural Machine Translation
Frederick Liu, Han Lu, Graham Neubig