Papers
Unsupervised Semantic Frame Induction using Triclustering
Dmitry Ustalov, Alexander Panchenko, Andrey Kutuzov et al.
Learning Thematic Similarity Metric from Article Sections Using Triplet Networks
Liat Ein Dor, Yosi Mass, Alon Halfon et al.
Active learning for deep semantic parsing
Long Duong, Hadi Afshar, Dominique Estival et al.
HotFlip: White-Box Adversarial Examples for Text Classification
Javid Ebrahimi, Anyi Rao, Daniel Lowd et al.
Towards Robust and Privacy-preserving Text Representations
Yitong Li, Timothy Baldwin, Trevor Cohn
Word Error Rate Estimation for Speech Recognition: e-WER
Ahmed Ali, Steve Renals
Deep RNNs Encode Soft Hierarchical Syntax
Terra Blevins, Omer Levy, Luke Zettlemoyer
Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality
Alexandre Salle, Aline Villavicencio
Continuous Learning in a Hierarchical Multiscale Neural Network
Thomas Wolf, Julien Chaumond, Clement Delangue
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
Iryna Gurevych, Yusuke Miyao
Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers
Andre Cianflone, Yulan Feng, Jad Kabbara et al.
Finding syntax in human encephalography with beam search
John Hale, Chris Dyer, Adhiguna Kuncoro et al.
Object-oriented Neural Programming (OONP) for Document Understanding
Zhengdong Lu, Xianggen Liu, Haotian Cui et al.
Supervised Treebank Conversion: Data and Approaches
Xinzhou Jiang, Zhenghua Li, Bo Zhang et al.
Composing Finite State Transducers on GPUs
Arturo Argueta, David Chiang
Pre- and In-Parsing Models for Neural Empty Category Detection
Yufei Chen, Yuanyuan Zhao, Weiwei Sun et al.
Constituency Parsing with a Self-Attentive Encoder
Nikita Kitaev, Dan Klein
Global Transition-based Non-projective Dependency Parsing
Carlos Gómez-Rodríguez, Tianze Shi, Lillian Lee
Neural Factor Graph Models for Cross-lingual Morphological Tagging
Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings
Bernd Bohnet, Ryan McDonald, Gonçalo Simões et al.
A Structured Variational Autoencoder for Contextual Morphological Inflection
Lawrence Wolf-Sonkin, Jason Naradowsky, Sabrina J. Mielke et al.
A Purely End-to-End System for Multi-speaker Speech Recognition
Hiroshi Seki, Takaaki Hori, Shinji Watanabe et al.
Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game
Haichao Zhang, Haonan Yu, Wei Xu
Think Visually: Question Answering through Virtual Imagery
Ankit Goyal, Jian Wang, Jia Deng