Papers
Neural Machine Translation with Source-Side Latent Graph Parsing
Kazuma Hashimoto, Yoshimasa Tsuruoka
Neural Machine Translation with Word Predictions
Rongxiang Weng, Shujian Huang, Zaixiang Zheng et al.
Neural Net Models of Open-domain Discourse Coherence
Jiwei Li, Dan Jurafsky
Neural Response Generation via GAN with an Approximate Embedding Layer
Zhen Xu, Bingquan Liu, Baoxun Wang et al.
Neural Semantic Parsing with Type Constraints for Semi-Structured Tables
Jayant Krishnamurthy, Pradeep Dasigi, Matt Gardner
Neural Sequence-Labelling Models for Grammatical Error Correction
Helen Yannakoudakis, Marek Rei, Øistein E. Andersen et al.
Neural Sequence Learning Models for Word Sense Disambiguation
Alessandro Raganato, Claudio Delli Bovi, Roberto Navigli
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks
Franck Dernoncourt, Ji Young Lee, Peter Szolovits
Never Abandon Minorities: Exhaustive Extraction of Bursty Phrases on Microblogs Using Set Cover Problem
Masumi Shirakawa, Takahiro Hara, Takuya Maekawa
Ngram2vec: Learning Improved Word Representations from Ngram Co-occurrence Statistics
Zhe Zhao, Tao Liu, Shen Li et al.
NITE: A Neural Inductive Teaching Framework for Domain Specific NER
Siliang Tang, Ning Zhang, Jinjiang Zhang et al.
Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective
Qing Zhang, Houfeng Wang
No Need to Pay Attention: Simple Recurrent Neural Networks Work!
Ferhan Ture, Oliver Jojic
Obj2Text: Generating Visually Descriptive Language from Object Layouts
Xuwang Yin, Vicente Ordonez
Opinion Recommendation Using A Neural Model
Zhongqing Wang, Yue Zhang
Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models
Haim Dubossarsky, Daphna Weinshall, Eitan Grossman
PACRR: A Position-Aware Neural IR Model for Relevance Matching
Kai Hui, Andrew Yates, Klaus Berberich et al.
Paradigm Completion for Derivational Morphology
Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah et al.
ParlAI: A Dialog Research Software Platform
Alexander Miller, Will Feng, Dhruv Batra et al.
Part-of-Speech Tagging for Twitter with Adversarial Neural Networks
Tao Gui, Qi Zhang, Haoran Huang et al.
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages
Ehsaneddin Asgari, Hinrich Schütze
Patterns of Argumentation Strategies across Topics
Khalid Al-Khatib, Henning Wachsmuth, Matthias Hagen et al.
Piecewise Latent Variables for Neural Variational Text Processing
Iulian Vlad Serban, Alexander G. Ororbia, Joelle Pineau et al.
Position-aware Attention and Supervised Data Improve Slot Filling
Yuhao Zhang, Victor Zhong, Danqi Chen et al.
Predicting Word Association Strengths
Andrew Cattle, Xiaojuan Ma