Papers
Automated Scoring: Beyond Natural Language Processing
Nitin Madnani, Aoife Cahill
Author Profiling for Abuse Detection
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis et al.
Enhanced Aspect Level Sentiment Classification with Auxiliary Memory
Peisong Zhu, Tieyun Qian
An Operation Network for Abstractive Sentence Compression
Naitong Yu, Jie Zhang, Minlie Huang et al.
Enhancing General Sentiment Lexicons for Domain-Specific Use
Tim Kreutz, Walter Daelemans
Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training
Zhongyang Li, Xiao Ding, Ting Liu
Towards a Language for Natural Language Treebank Transductions
Carlos A. Prolo
Multi-Task Neural Models for Translating Between Styles Within and Across Languages
Xing Niu, Sudha Rao, Marine Carpuat
Encoding Sentiment Information into Word Vectors for Sentiment Analysis
Zhe Ye, Fang Li, Timothy Baldwin
Style Obfuscation by Invariance
Chris Emmery, Enrique Manjavacas Arevalo, Grzegorz Chrupała
Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension
Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi
Evaluating the text quality, human likeness and tailoring component of PASS: A Dutch data-to-text system for soccer
Chris van der Lee, Bart Verduijn, Emiel Krahmer et al.
Learning Emotion-enriched Word Representations
Ameeta Agrawal, Aijun An, Manos Papagelis
Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora
Amir Hazem, Emmanuel Morin
Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings
Junjie Li, Haitong Yang, Chengqing Zong
A review of Spanish corpora annotated with negation
Salud María Jiménez-Zafra, Roser Morante, Maite Martin et al.
Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings
Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong et al.
Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Bo Chen, Bo An, Le Sun et al.
Open-Domain Event Detection using Distant Supervision
Jun Araki, Teruko Mitamura
A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
Yicheng Zou, Tao Gui, Qi Zhang et al.
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension
Liang Wang, Sujian Li, Wei Zhao et al.
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation
Sixing Wu, Dawei Zhang, Ying Li et al.
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
Steffen Eger, Johannes Daxenberger, Christian Stab et al.
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains
Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde