Correlational neural networks

S Chandar, MM Khapra, H Larochelle… - Neural …, 2016 - ieeexplore.ieee.org
Common representation learning (CRL), wherein different descriptions (or views) of the data
are embedded in a common subspace, has been receiving a lot of attention recently. Two …

Query expansion for mixed-script information retrieval

P Gupta, K Bali, RE Banchs, M Choudhury… - Proceedings of the 37th …, 2014 - dl.acm.org
For many languages that use non-Roman based indigenous scripts (eg, Arabic, Greek and
Indic languages) one can often find a large amount of user generated transliterated content …

[PDF][PDF] Improved transliteration mining using graph reinforcement

A El Kahki, K Darwish, AS El Din… - Proceedings of the …, 2011 - aclanthology.org
Mining of transliterations from comparable or parallel text can enhance natural language
processing applications such as machine translation and cross language information …

[PDF][PDF] Transliteration mining with phonetic conflation and iterative training

K Darwish - Proceedings of the 2010 Named Entities Workshop, 2010 - aclanthology.org
This paper presents transliteration mining on the ACL 2010 NEWS workshop shared
transliteration mining task data. Transliteration mining was done using a generative …

[PDF][PDF] Regularized interlingual projections: Evaluation on multilingual transliteration

J Jagarlamudi, H Daumé III - … of the 2012 Joint Conference on …, 2012 - aclanthology.org
In this paper, we address the problem of building a multilingual transliteration system using
an interlingual representation. Our approach uses international phonetic alphabet (IPA) to …

[PDF][PDF] Encoding transliteration variation through dimensionality reduction: FIRE Shared Task on Transliterated Search

P Gupta, P Rosso, RE Banchs - Fifth forum for information retrieval …, 2013 - academia.edu
There exist a large amount of user generated Web content in Roman script for the
languages which are written in indigenous scripts for various reasons. In the light of this …

[PDF][PDF] Transliteration mining using large training and test sets

A El Kahki, K Darwish, M Abdul-Wahab… - Proceedings of the …, 2012 - aclanthology.org
Much previous work on Transliteration Mining (TM) was conducted on short parallel snippets
using limited training data, and successful methods tended to favor recall. For such methods …

[PDF][PDF] Query expansion for multi-script information retrieval

P Gupta, K Bali, RE Banchs, M Choudhury… - Proceedings of the 37th …, 2014 - academia.edu
For many languages that use non-Roman based indigenous scripts (eg, Arabic, Greek and
Indic languages) one can often find a large amount of user generated transliterated content …

Multi-lingual text clustering method using bilingual semantic correspondence analysis

L Yuansheng - 2016 12th International Conference on Natural …, 2016 - ieeexplore.ieee.org
Among most existing methods of multi-lingual text clustering, the dictionary-based
approaches did not effectively deal with ambiguity and polysemy problem, the approaches …

Recent developments in information retrieval

C Gurrin, Y He, G Kazai, U Kruschwitz, S Little… - Advances in Information …, 2010 - Springer
This paper summarizes the scientific work presented at the 32nd European Conference on
Information Retrieval. It demonstrates that information retrieval (IR) as a research area …