Papers
A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes
Pablo Loyola, Edison Marrese-Taylor, Yutaka Matsuo
Japanese Sentence Compression with a Large Training Dataset
Shun Hasegawa, Yuta Kikuchi, Hiroya Takamura et al.
Oracle Summaries of Compressive Summarization
Tsutomu Hirao, Masaaki Nishino, Masaaki Nagata
Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings
Changxing Wu, Xiaodong Shi, Yidong Chen et al.
Discourse Annotation of Non-native Spontaneous Spoken Responses Using the Rhetorical Structure Theory Framework
Xinhao Wang, James Bruno, Hillary Molloy et al.
A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations
Samuel Rönnqvist, Niko Schenk, Christian Chiarcos
Argumentation Quality Assessment: Theory vs. Practice
Henning Wachsmuth, Nona Naderi, Ivan Habernal et al.
Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron?
Beata Beigman Klebanov, Binod Gyawali, Yi Song
Cross-lingual and cross-domain discourse segmentation of entire documents
Chloé Braud, Ophélie Lacroix, Anders Søgaard
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models
Zhiliang Tian, Rui Yan, Lili Mou et al.
Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
Julien Tourille, Olivier Ferret, Aurélie Névéol et al.
A Corpus of Natural Language for Visual Reasoning
Alane Suhr, Mike Lewis, James Yeh et al.
A Neural Model for User Geolocation and Lexical Dialectology
Afshin Rahimi, Trevor Cohn, Timothy Baldwin
Understanding and Detecting Supporting Arguments of Diverse Types
Xinyu Hua, Lu Wang
Attention Strategies for Multi-Source Sequence-to-Sequence Learning
Jindřich Libovický, Jindřich Helcl
Error-repair Dependency Parsing for Ungrammatical Texts
Keisuke Sakaguchi, Matt Post, Benjamin Van Durme
A Two-Stage Parsing Method for Text-Level Discourse Analysis
Yizhong Wang, Sujian Li, Houfeng Wang
The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective
Bogdan Ludusan, Reiko Mazuka, Mathieu Bernard et al.
Implicitly-Defined Neural Networks for Sequence Labeling
Michaeel Kazi, Brian Thompson
Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function
Oren Melamud, Jacob Goldberger
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects
Daniel Fried, Mitchell Stern, Dan Klein
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization
Ye Zhang, Matthew Lease, Byron C. Wallace
Lifelong Learning CRF for Supervised Aspect Extraction
Lei Shu, Hu Xu, Bing Liu
Learning Lexico-Functional Patterns for First-Person Affect
Lena Reed, Jiaqi Wu, Shereen Oraby et al.
Towards String-To-Tree Neural Machine Translation
Roee Aharoni, Yoav Goldberg