Papers
Noise or additional information? Leveraging crowdsource annotation item agreement for natural language tasks.
Emily Jamison, Iryna Gurevych
Composing Relationships with Translations
Alberto García-Durán, Antoine Bordes, Nicolas Usunier
Learning Better Embeddings for Rare Words Using Distributional Representations
Irina Sergienya, Hinrich Schütze
An Empirical Analysis of Optimization for Max-Margin NLP
Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Dan Klein
Aligning Knowledge and Text Embeddings by Entity Descriptions
Huaping Zhong, Jianwen Zhang, Zhen Wang et al.
Birds of a Feather Linked Together: A Discriminative Topic Model using Link-based Priors
Weiwei Yang, Jordan Boyd-Graber, Philip Resnik
Pre-Computable Multi-Layer Neural Network Language Models
Jacob Devlin, Chris Quirk, Arul Menezes
Modeling Tweet Arrival Times using Log-Gaussian Cox Processes
Michal Lukasik, P. K. Srijith, Trevor Cohn et al.
A Model of Zero-Shot Learning of Spoken Language Understanding
Majid Yazdani, James Henderson
Non-lexical neural architecture for fine-grained POS Tagging
Matthieu Labeau, Kevin Löser, Alexandre Allauzen
Factorization of Latent Variables in Distributional Semantic Models
Arvid Österlund, David Ödling, Magnus Sahlgren
On A Strictly Convex IBM Model 1
Andrei Simion, Michael Collins, Cliff Stein
Combining Geometric, Textual and Visual Features for Predicting Prepositions in Image Descriptions
Arnau Ramisa, Josiah Wang, Ying Lu et al.
A Survey of Current Datasets for Vision and Language Research
Francis Ferraro, Nasrin Mostafazadeh, Ting-Hao Huang et al.
Cross-document Event Coreference Resolution based on Cross-media Features
Tongtao Zhang, Hongzhi Li, Heng Ji et al.
Learning to Recognize Affective Polarity in Similes
Ashequl Qadir, Ellen Riloff, Marilyn Walker
Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models
Lingjia Deng, Janyce Wiebe
Monotone Submodularity in Opinion Summaries
Jayanth Jayanth, Jayaprakash Sundararaj, Pushpak Bhattacharyya
Cross Lingual Sentiment Analysis using Modified BRAE
Sarthak Jain, Shashank Batra
Visual Bilingual Lexicon Induction with Transferred ConvNet Features
Douwe Kiela, Ivan Vulić, Stephen Clark
Indicative Tweet Generation: An Extractive Summarization Problem?
Priya Sidhaye, Jackie Chi Kit Cheung
Phrase-based Compressive Cross-Language Summarization
Jin-ge Yao, Xiaojun Wan, Jianguo Xiao
System Combination for Multi-document Summarization
Kai Hong, Mitchell Marcus, Ani Nenkova