Papers
An Incremental Parser for Abstract Meaning Representation
Marco Damonte, Shay B. Cohen, Giorgio Satta
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment
Rajen Chatterjee, Gebremedhen Gebremelak, Matteo Negri et al.
Neural Multi-Source Morphological Reinflection
Katharina Kann, Ryan Cotterell, Hinrich Schütze
An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages
Georg Heigold, Guenter Neumann, Josef van Genabith
Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
Shyam Upadhyay, Ming-Wei Chang
TDParse: Multi-target-specific sentiment recognition on Twitter
Bo Wang, Maria Liakata, Arkaitz Zubiaga et al.
Out-of-domain FrameNet Semantic Role Labeling
Silvana Hartmann, Ilia Kuznetsov, Teresa Martin et al.
A Two-stage Sieve Approach for Quote Attribution
Grace Muzny, Michael Fang, Angel Chang et al.
May I take your order? A Neural Model for Extracting Structured Information from Conversations
Baolin Peng, Michael Seltzer, Y.C. Ju et al.
A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić et al.
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts
Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari
Character-Word LSTM Language Models
Lyan Verwimp, Joris Pelemans, Hugo Van hamme et al.
Efficient Benchmarking of NLP APIs using Multi-armed Bandits
Gholamreza Haffari, Tuan Dung Tran, Mark Carman
Neural Semantic Encoders
Tsendsuren Munkhdalai, Hong Yu
Enumeration of Extractive Oracle Summaries
Tsutomu Hirao, Masaaki Nishino, Jun Suzuki et al.
Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model
Sathish Reddy, Dinesh Raghu, Mitesh M. Khapra et al.
Addressing the Data Sparsity Issue in Neural AMR Parsing
Xiaochang Peng, Chuan Wang, Daniel Gildea et al.
Universal Dependencies and Morphology for Hungarian - and on the Price of Universality
Veronika Vincze, Katalin Simkó, Zsolt Szántó et al.
Creating POS Tagging and Dependency Parsing Experts via Topic Modeling
Atreyee Mukherjee, Sandra Kübler, Matthias Scheutz
From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction
Toms Bergmanis, Sharon Goldwater
Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
Julian Hough, David Schlangen
Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks
Marcos Treviso, Christopher Shulby, Sandra Aluísio
Dialog state tracking, a machine reading approach using Memory Network
Julien Perez, Fei Liu
Cross-lingual RST Discourse Parsing
Chloé Braud, Maximin Coavoux, Anders Søgaard
A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford, Vera Demberg, Nianwen Xue