Papers
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings
John Wieting, Kevin Gimpel
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data
Qiaolin Xia, Lei Sha, Baobao Chang et al.
Learning Character-level Compositionality with Visual Features
Frederick Liu, Han Lu, Chieh Lo et al.
Improved Word Representation Learning with Sememes
Yilin Niu, Ruobing Xie, Zhiyuan Liu et al.
Deep Multitask Learning for Semantic Dependency Parsing
Hao Peng, Sam Thomson, Noah A. Smith
Riemannian Optimization for Skip-Gram Negative Sampling
Alexander Fonarev, Oleksii Grinchuk, Gleb Gusev et al.
From Characters to Words to in Between: Do We Capture Morphology?
Clara Vania, Adam Lopez
Morphological Inflection Generation with Hard Monotonic Attention
Roee Aharoni, Yoav Goldberg
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion
Katharina Kann, Ryan Cotterell, Hinrich Schütze
Using Global Constraints and Reranking to Improve Cognates Detection
Michael Bloodgood, Benjamin Strauss
Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique
Shruti Rijhwani, Royal Sequiera, Monojit Choudhury et al.
Adversarial Training for Unsupervised Bilingual Lexicon Induction
Meng Zhang, Yang Liu, Huanbo Luan et al.
Cross-lingual Name Tagging and Linking for 282 Languages
Xiaoman Pan, Boliang Zhang, Jonathan May et al.
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
Huadong Chen, Shujian Huang, David Chiang et al.
A Teacher-Student Framework for Zero-Resource Neural Machine Translation
Yun Chen, Yang Liu, Yong Cheng et al.
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
Iacer Calixto, Qun Liu, Nick Campbell
Chunk-based Decoder for Neural Machine Translation
Shonosuke Ishiwatari, Jingtao Yao, Shujie Liu et al.
An Algebra for Feature Extraction
Vivek Srikumar
Learning to Skim Text
Adams Wei Yu, Hongrae Lee, Quoc Le
Reading Wikipedia to Answer Open-Domain Questions
Danqi Chen, Adam Fisch, Jason Weston et al.
Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli et al.
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering
Jianbo Ye, Yanran Li, Zhaohui Wu et al.
Gated-Attention Readers for Text Comprehension
Bhuwan Dhingra, Hanxiao Liu, Zhilin Yang et al.
Search-based Neural Structured Learning for Sequential Question Answering
Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang
Jointly Extracting Relations with Class Ties via Effective Deep Ranking
Hai Ye, Wenhan Chao, Zhunchen Luo et al.