Papers
Obligation and Prohibition Extraction Using Hierarchical RNNs
Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos
Improving Topic Quality by Promoting Named Entities in Topic Modeling
Katsiaryna Krasnashchok, Salim Jouili
A Study of the Importance of External Knowledge in the Named Entity Recognition Task
Dominic Seyler, Tatiana Dembelova, Luciano Del Corro et al.
Hybrid semi-Markov CRF for Neural Sequence Labeling
Zhixiu Ye, Zhen-Hua Ling
Characterizing Departures from Linearity in Word Translation
Ndapa Nakashole, Raphael Flauger
A Multi-task Approach to Learning Multilingual Representations
Karan Singla, Dogan Can, Shrikanth Narayanan
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce
Minghui Qiu, Liu Yang, Feng Ji et al.
Task-oriented Dialogue System for Automatic Diagnosis
Zhongyu Wei, Qianlong Liu, Baolin Peng et al.
Diachronic degradation of language models: Insights from social media
Kokil Jaidka, Niyati Chhaya, Lyle Ungar
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer
Cicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi
Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model
Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
Maria Glenski, Tim Weninger, Svitlana Volkova
A Language Model based Evaluator for Sentence Compression
Yang Zhao, Zhiyuan Luo, Akiko Aizawa
Global Encoding for Abstractive Summarization
Junyang Lin, Xu Sun, Shuming Ma et al.
Improved Evaluation Framework for Complex Plagiarism Detection
Anton Belyy, Marina Dubova, Dmitry Nekrasov
Automatic Article Commenting: the Task and Dataset
Lianhui Qin, Lemao Liu, Wei Bi et al.
Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions
Dongyu Zhang, Hongfei Lin, Liang Yang et al.
Analogical Reasoning on Chinese Morphological and Semantic Relations
Shen Li, Zhe Zhao, Renfen Hu et al.
SNAG: Spoken Narratives and Gaze Dataset
Preethi Vaidyanathan, Emily T. Prud’hommeaux, Jeff B. Pelz et al.
A dataset for identifying actionable feedback in collaborative software development
Benjamin S. Meyers, Nuthan Munaiah, Emily Prud’hommeaux et al.
A Named Entity Recognition Shootout for German
Martin Riedl, Sebastian Padó
Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers
Sandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi et al.
Fully Statistical Neural Belief Tracking
Nikola Mrkšić, Ivan Vulić
Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering
Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga et al.