Papers
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl et al.
Crowdsourcing and Aggregating Nested Markable Annotations
Chris Madge, Juntao Yu, Jon Chamberlain et al.
Automatic Evaluation of Local Topic Quality
Jeffrey Lund, Piper Armstrong, Wilson Fearn et al.
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
Chujie Zheng, Minlie Huang, Aixin Sun
DocRED: A Large-Scale Document-Level Relation Extraction Dataset
Yuan Yao, Deming Ye, Peng Li et al.
Errudite: Scalable, Reproducible, and Testable Error Analysis
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer et al.
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains
Dominik Schlechtweg, Anna Hätty, Marco Del Tredici et al.
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
Hongming Zhang, Hantian Ding, Yangqiu Song
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions
Goran Glavaš, Robert Litschko, Sebastian Ruder et al.
Just “OneSeC” for Producing Multilingual Sense-Annotated Data
Bianca Scarlini, Tommaso Pasini, Roberto Navigli
MOROCO: The Moldavian and Romanian Dialectal Corpus
Andrei Butnaru, Radu Tudor Ionescu
A Cross-Domain Transferable Neural Coherence Model
Peng Xu, Hamidreza Saghir, Jin Sung Kang et al.
Coreference Resolution with Entity Equalization
Ben Kantor, Amir Globerson
Implicit Discourse Relation Identification for Open-domain Dialogues
Mingyu Derek Ma, Kevin Bowden, Jiaqi Wu et al.
End-to-end Deep Reinforcement Learning Based Coreference Resolution
Hongliang Fei, Xu Li, Dingcheng Li et al.
Know What You Don’t Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories
Sina Zarrieß, David Schlangen
Evaluating Discourse in Structured Text Representations
Elisa Ferracane, Greg Durrett, Junyi Jessy Li et al.
Data Programming for Learning Discourse Structure
Sonia Badene, Kate Thompson, Jean-Pierre Lorré et al.
Multi-Task Learning for Coherence Modeling
Youmna Farag, Helen Yannakoudakis
Learning from Omission
Bill McDowell, Noah Goodman
Topic Tensor Network for Implicit Discourse Relation Recognition in Chinese
Sheng Xu, Peifeng Li, Fang Kong et al.
A Corpus for Modeling User and Language Effects in Argumentation on Online Debating
Esin Durmus, Claire Cardie
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Huaishao Luo, Tianrui Li, Bing Liu et al.
Sentiment Tagging with Partial Labels using Modular Architectures
Xiao Zhang, Dan Goldwasser
Classification and Clustering of Arguments with Contextualized Word Embeddings
Nils Reimers, Benjamin Schiller, Tilman Beck et al.