Papers
Generating Natural Answers by Incorporating Copying and Retrieving Mechanisms in Sequence-to-Sequence Learning
Shizhu He, Cao Liu, Kang Liu et al.
Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing
Anssi Yli-Jyrä, Carlos Gómez-Rodríguez
Get To The Point: Summarization with Pointer-Generator Networks
Abigail See, Peter J. Liu, Christopher D. Manning
Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees
Arzoo Katiyar, Claire Cardie
Group Sparse CNNs for Question Classification with Answer Sets
Mingbo Ma, Liang Huang, Bing Xiang et al.
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors
Xuepeng Wang, Kang Liu, Jun Zhao
How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers
Željko Agić, Natalie Schluter
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models
Zhiliang Tian, Rui Yan, Lili Mou et al.
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning
Jason D. Williams, Kavosh Asadi, Geoffrey Zweig
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation
Weiyue Wang, Tamer Alkhouli, Derui Zhu et al.
Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition
Ellie Pavlick, Marius Paşca
Implicitly-Defined Neural Networks for Sequence Labeling
Michaeel Kazi, Brian Thompson
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Huadong Chen, Shujian Huang, David Chiang et al.
Improved Neural Relation Detection for Knowledge Base Question Answering
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan et al.
Improved Word Representation Learning with Sememes
Yilin Niu, Ruobing Xie, Zhiyuan Liu et al.
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings
Changxing Wu, Xiaodong Shi, Yidong Chen et al.
Improving Native Language Identification by Using Spelling Errors
Lingzhen Chen, Carlo Strapparava, Vivi Nastase
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects
Daniel Fried, Mitchell Stern, Dan Klein
Improving Semantic Composition with Offset Inference
Thomas Kober, Julie Weeds, Jeremy Reffin et al.
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization
Shuming Ma, Xu Sun, Jingjing Xu et al.
Incorporating Dialectal Variability for Socially Equitable Language Identification
David Jurgens, Yulia Tsvetkov, Dan Jurafsky
Incorporating Uncertainty into Deep Learning for Spoken Language Assessment
Andrey Malinin, Anton Ragni, Kate Knill et al.
Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation
Jinchao Zhang, Mingxuan Wang, Qun Liu et al.
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
Oren Melamud, Jacob Goldberger
Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets
Gabriel Stanovsky, Judith Eckle-Kohler, Yevgeniy Puzikov et al.