Papers
Exploiting Noisy Data in Distant Supervision Relation Classification
Kaijia Yang, Liang He, Xin-yu Dai et al.
Segmentation-free compositional n-gram embedding
Geewook Kim, Kazuki Fukui, Hidetoshi Shimodaira
Connecting Language and Knowledge with Heterogeneous Representations for Neural Relation Extraction
Peng Xu, Denilson Barbosa
Customizing Grapheme-to-Phoneme System for Non-Trivial Transcription Problems in Bangla Language
Sudipta Saha Shubha, Nafis Sadeq, Shafayat Ahmed et al.
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction
Kechen Qin, Cheng Li, Virgil Pavlu et al.
Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus
Hongyu Gong, Suma Bhat, Lingfei Wu et al.
Text Classification with Few Examples using Controlled Generalization
Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan et al.
Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture
Kishaloy Halder, Min-Yen Kan, Kazunari Sugiyama
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification
Reno Kriz, João Sedoc, Marianna Apidianaki et al.
Mitigating Uncertainty in Document Classification
Xuchao Zhang, Fanglan Chen, Chang-Tien Lu et al.
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Kazuma Hashimoto, Yoshimasa Tsuruoka
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models
Paul Michel, Xian Li, Graham Neubig et al.
Selective Attention for Context-aware Neural Machine Translation
Sameen Maruf, André F. T. Martins, Gholamreza Haffari
Improving Domain Adaptation Translation with Domain Invariant and Specific Information
Shuhao Gu, Yang Feng, Qun Liu
Neural Machine Translation of Text from Non-Native Speakers
Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen et al.
Structured Minimally Supervised Learning for Neural Relation Extraction
Fan Bai, Alan Ritter
OpenCeres: When Open Information Extraction Meets the Semi-Structured Web
Colin Lockard, Prashant Shiralkar, Xin Luna Dong
A general framework for information extraction using dynamic span graphs
Yi Luan, Dave Wadden, Luheng He et al.
GAN Driven Semi-distant Supervision for Relation Extraction
Pengshuai Li, Xinsong Zhang, Weijia Jia et al.
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
Ningyu Zhang, Shumin Deng, Zhanlin Sun et al.
Learning to Decipher Hate Symbols
Jing Qian, Mai ElSherief, Elizabeth Belding et al.
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings
Dorottya Demszky, Nikhil Garg, Rob Voigt et al.
GenderQuant: Quantifying Mention-Level Genderedness
Ananya, Nitya Parthasarthi, Sameer Singh
Repurposing Entailment for Multi-Hop Question Answering Tasks
Harsh Trivedi, Heeyoung Kwon, Tushar Khot et al.
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering
Kun Xu, Yuxuan Lai, Yansong Feng et al.