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ACL
2015
10 years 2 days ago
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features
We present a simple yet effective unsupervised domain adaptation method that can be generally applied for different NLP tasks. Our method uses unlabeled target domain instances to...
Jianfei Yu, Jing Jiang
ACL
2015
10 years 2 days ago
Harnessing Context Incongruity for Sarcasm Detection
The relationship between context incongruity and sarcasm has been studied in linguistics. We present a computational system that harnesses context incongruity as a basis for sarca...
Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya
ACL
2015
10 years 2 days ago
A Context-Aware Topic Model for Statistical Machine Translation
Lexical selection is crucial for statistical machine translation. Previous studies separately exploit sentence-level contexts and documentlevel topics for lexical selection, negle...
Jinsong Su, Deyi Xiong, Yang Liu 0005, Xianpei Han...
ACL
2015
10 years 2 days ago
Inverted indexing for cross-lingual NLP
We present a novel, count-based approach to obtaining inter-lingual word representations based on inverted indexing of Wikipedia. We present experiments applying these representat...
Anders Søgaard, Zeljko Agic, Héctor ...