Papers
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Damien Sileo, Tim Van De Cruys, Camille Pradel et al.
Learning to Describe Unknown Phrases with Local and Global Contexts
Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga et al.
Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation
Wei-Jen Ko, Greg Durrett, Junyi Jessy Li
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion
Mor Geva, Eric Malmi, Idan Szpektor et al.
Learning Hierarchical Discourse-level Structure for Fake News Detection
Hamid Karimi, Jiliang Tang
Neural Chinese Address Parsing
Hao Li, Wei Lu, Pengjun Xie et al.
Domain adaptation for part-of-speech tagging of noisy user-generated text
Luisa März, Dietrich Trautmann, Benjamin Roth
Multi-Task Learning for Japanese Predicate Argument Structure Analysis
Hikaru Omori, Mamoru Komachi
Decomposed Local Models for Coordinate Structure Parsing
Hiroki Teranishi, Hiroyuki Shindo, Yuji Matsumoto
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition
Yuying Zhu, Guoxin Wang
Better, Faster, Stronger Sequence Tagging Constituent Parsers
David Vilares, Mostafa Abdou, Anders Søgaard
Semantic Role Labeling with Associated Memory Network
Chaoyu Guan, Yuhao Cheng, Hai Zhao
Transferable Neural Projection Representations
Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications
Pouya Pezeshkpour, Yifan Tian, Sameer Singh
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent
Minhao Cheng, Wei Wei, Cho-Jui Hsieh
Benchmarking Approximate Inference Methods for Neural Structured Prediction
Lifu Tu, Kevin Gimpel
Structural Supervision Improves Learning of Non-Local Grammatical Dependencies
Ethan Wilcox, Peng Qian, Richard Futrell et al.
Corpora Generation for Grammatical Error Correction
Jared Lichtarge, Chris Alberti, Shankar Kumar et al.
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
Yan Liang, Xin Liu, Jianwen Zhang et al.
Continual Learning for Sentence Representations Using Conceptors
Tianlin Liu, Lyle Ungar, João Sedoc
Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models
Yiben Yang, Ji-Ping Wang, Doug Downey
Understanding Learning Dynamics Of Language Models with SVCCA
Naomi Saphra, Adam Lopez
An Effective Label Noise Model for DNN Text Classification
Ishan Jindal, Daniel Pressel, Brian Lester et al.
Learning Relational Representations by Analogy using Hierarchical Siamese Networks
Gaetano Rossiello, Alfio Gliozzo, Robert Farrell et al.
Misspelling Oblivious Word Embeddings
Aleksandra Piktus, Necati Bora Edizel, Piotr Bojanowski et al.