Papers
Automatically Creating a Lexicon of Verbal Polarity Shifters: Mono- and Cross-lingual Methods for German
Marc Schulder, Michael Wiegand, Josef Ruppenhofer
Real-time Change Point Detection using On-line Topic Models
Yunli Wang, Cyril Goutte
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection
Huda Hakami, Kohei Hayashi, Danushka Bollegala
Rich Character-Level Information for Korean Morphological Analysis and Part-of-Speech Tagging
Andrew Matteson, Chanhee Lee, Youngbum Kim et al.
Convolutional Neural Network for Universal Sentence Embeddings
Xiaoqi Jiao, Fang Wang, Dan Feng
Synonymy in Bilingual Context: The CzEngClass Lexicon
Zdeňka Urešová, Eva Fučíková, Eva Hajičová et al.
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction
Rui Liu, Feilong Bao, Guanglai Gao et al.
Context-Sensitive Generation of Open-Domain Conversational Responses
Weinan Zhang, Yiming Cui, Yifa Wang et al.
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations
Ben Lengerich, Andrew Maas, Christopher Potts
Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language
Yow-Ting Shiue, Hen-Hsen Huang, Hsin-Hsi Chen
Stance Detection with Hierarchical Attention Network
Qingying Sun, Zhongqing Wang, Qiaoming Zhu et al.
Exploring the Influence of Spelling Errors on Lexical Variation Measures
Ryo Nagata, Taisei Sato, Hiroya Takamura
Hybrid Attention based Multimodal Network for Spoken Language Classification
Yue Gu, Kangning Yang, Shiyu Fu et al.
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
Grounded Textual Entailment
Hoa Trong Vu, Claudio Greco, Aliia Erofeeva et al.
Stress Test Evaluation for Natural Language Inference
Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh et al.
Multimodal Grounding for Language Processing
Lisa Beinborn, Teresa Botschen, Iryna Gurevych
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification
Ajay Nagesh, Mihai Surdeanu
Graphene: Semantically-Linked Propositions in Open Information Extraction
Matthias Cetto, Christina Niklaus, André Freitas et al.
Open Information Extraction from Conjunctive Sentences
Swarnadeep Saha, Mausam
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs
Minh Nguyen, Thien Huu Nguyen
Exploratory Neural Relation Classification for Domain Knowledge Acquisition
Yan Fan, Chengyu Wang, Xiaofeng He
Scoring and Classifying Implicit Positive Interpretations: A Challenge of Class Imbalance
Chantal van Son, Roser Morante, Lora Aroyo et al.
Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
Adam Amram, Anat Ben David, Reut Tsarfaty
Learning Sentiment Composition from Sentiment Lexicons
Orith Toledo-Ronen, Roy Bar-Haim, Alon Halfon et al.