Papers
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data
Haibo Ding, Ellen Riloff
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem
Sven Buechel, Udo Hahn
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Isabelle Augenstein, Sebastian Ruder, Anders Søgaard
Sentiment Analysis: It’s Complicated!
Kian Kenyon-Dean, Eisha Ahmed, Scott Fujimoto et al.
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks
Mohit Iyyer, John Wieting, Kevin Gimpel et al.
Delete, Retrieve, Generate: a Simple Approach to Sentiment and Style Transfer
Juncen Li, Robin Jia, He He et al.
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
Hai Ye, Xin Jiang, Zhunchen Luo et al.
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs
Priya Radhakrishnan, Partha Talukdar, Vasudeva Varma
Inducing Temporal Relations from Time Anchor Annotation
Fei Cheng, Yusuke Miyao
Variational Knowledge Graph Reasoning
Wenhu Chen, Wenhan Xiong, Xifeng Yan et al.
Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking
Jyun-Yu Jiang, Francine Chen, Yan-Ying Chen et al.
Detecting Egregious Conversations between Customers and Virtual Agents
Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig et al.
A Hierarchical Latent Structure for Variational Conversation Modeling
Yookoon Park, Jaemin Cho, Gunhee Kim
Which Scores to Predict in Sentence Regression for Text Summarization?
Markus Zopf, Eneldo Loza Mencía, Johannes Fürnkranz
What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis
Philip John Gorinski, Mirella Lapata
Relational Summarization for Corpus Analysis
Abram Handler, Brendan O’Connor
Ranking Sentences for Extractive Summarization with Reinforcement Learning
Shashi Narayan, Shay B. Cohen, Mirella Lapata
Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function
Shinsaku Sakaue, Tsutomu Hirao, Masaaki Nishino et al.
Neural Storyline Extraction Model for Storyline Generation from News Articles
Deyu Zhou, Linsen Guo, Yulan He
Higher-Order Syntactic Attention Network for Longer Sentence Compression
Hidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao et al.
Generative Bridging Network for Neural Sequence Prediction
Wenhu Chen, Guanlin Li, Shuo Ren et al.
Generating Topic-Oriented Summaries Using Neural Attention
Kundan Krishna, Balaji Vasan Srinivasan
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts
Yingyi Zhang, Jing Li, Yan Song et al.
Deep Communicating Agents for Abstractive Summarization
Asli Celikyilmaz, Antoine Bosselut, Xiaodong He et al.