Papers
Analogs of Linguistic Structure in Deep Representations
Jacob Andreas, Dan Klein
Natural Language Processing with Small Feed-Forward Networks
Jan A. Botha, Emily Pitler, Ji Ma et al.
The strange geometry of skip-gram with negative sampling
David Mimno, Laure Thompson
No Need to Pay Attention: Simple Recurrent Neural Networks Work!
Ferhan Ture, Oliver Jojic
Sequence Effects in Crowdsourced Annotations
Nitika Mathur, Timothy Baldwin, Trevor Cohn
Visual Denotations for Recognizing Textual Entailment
Dan Han, Pascual Martínez-Gómez, Koji Mineshima
Neural Machine Translation with Source Dependency Representation
Kehai Chen, Rui Wang, Masao Utiyama et al.
Image Pivoting for Learning Multilingual Multimodal Representations
Spandana Gella, Rico Sennrich, Frank Keller et al.
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources
Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya et al.
Exploiting Cross-Sentence Context for Neural Machine Translation
Longyue Wang, Zhaopeng Tu, Andy Way et al.
A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output
Xing Niu, Marianna Martindale, Marine Carpuat
Adapting Sequence Models for Sentence Correction
Allen Schmaltz, Yoon Kim, Alexander Rush et al.
Neural Sequence-Labelling Models for Grammatical Error Correction
Helen Yannakoudakis, Marek Rei, Øistein E. Andersen et al.
Transition-Based Disfluency Detection using LSTMs
Shaolei Wang, Wanxiang Che, Yue Zhang et al.
An Empirical Analysis of Edit Importance between Document Versions
Tanya Goyal, Sachin Kelkar, Manas Agarwal et al.
Identifying the Provision of Choices in Privacy Policy Text
Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub et al.
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC
Zhuoxuan Jiang, Shanshan Feng, Gao Cong et al.
Detecting and Explaining Causes From Text For a Time Series Event
Dongyeop Kang, Varun Gangal, Ang Lu et al.
Identifying Semantically Deviating Outlier Documents
Honglei Zhuang, Chi Wang, Fangbo Tao et al.
Quantifying the Effects of Text Duplication on Semantic Models
Alexandra Schofield, Laure Thompson, David Mimno
Learning to Predict Charges for Criminal Cases with Legal Basis
Bingfeng Luo, Yansong Feng, Jianbo Xu et al.
Multi-modular domain-tailored OCR post-correction
Sarah Schulz, Jonas Kuhn
A Simpler and More Generalizable Story Detector using Verb and Character Features
Joshua Eisenberg, Mark Finlayson