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Simple Search
Hits 1 – 12 of 12
1
Deep analysis in aggressive Mexican tweets
Simona Frenda
;
Somnath Banerjee
. - : Ceur Workshop Proceedings, 2018. : country:ESP, 2018. : place:Sevilla, 2018
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2
Learning to rank for quantity consensus queries
Somnath Banerjee
;
Soumen Chakrabarti
;
Ganesh Ramakrishnan
In: http://www.cc.gatech.edu/~zha/CSE8801/learning-to-rank/p243-banerjee.pdf (2009)
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3
Automatic Author Profiling Based on Linguistic and Stylistic Features Notebook for PAN at CLEF 2013
Braja Gopal Patra
;
Somnath Banerjee
;
Dipankar Das
...
In: http://ceur-ws.org/Vol-1179/CLEF2013wn-PAN-PatraEt2013.pdf
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4
Bengali Question Classification: Towards Developing QA System ABSTRACT
Somnath Banerjee
;
Sivaji Bandyopadhyay
In: http://www.aclweb.org/anthology/W/W12/W12-5003.pdf
Abstract:
This paper demonstrates the question classification step towards building a question answering system in Bengali. Bengali is an eastern Indo-Aryan language with about 230 million total speakers and one of the most spoken languages in the world. An important first step in developing a question answering system is to classify natural language question properly. In this work, we have studied suitable lexical, syntactic and semantic features to classify the Bengali question. As Bengali question classification is at early stage of development, so for simplicity we have proposed single-layer taxonomy which consists of only nine course-grained classes. We have also studied and categorized the interrogatives in Bengali language. The proposed automated classification work is based on various machine learning techniques. The baseline system based on Naïve Bayes classifier has achieved 80.65 % accuracy. We have achieved up to 87.63 % accuracy using decision tree classifier.
Keyword:
Bengali Question Classification
;
Machine Learning
;
Question Classification
URL:
http://www.aclweb.org/anthology/W/W12/W12-5003.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.361.9450
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5
Learning to Rank for Quantity Consensus Queries
Somnath Banerjee
;
Soumen Chakrabarti
;
Ganesh Ramakrishnan
In: http://www.cse.iitb.ac.in/~soumen/doc/sigir2009q/QCQ.pdf
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6
Bengali Verb Subcategorization Frame Acquisition- A Baseline Model
Somnath Banerjee
;
Dipankar Das
;
Sivaji Bandyopadhyay
In: http://aclweb.org/anthology-new/W/W09/W09-3411.pdf
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7
2012
Pinaki Bhaskar
;
Partha Pakray
;
Somnath Banerjee
...
In: http://www.gelbukh.com/CV/Publications/2012/Question Answering System for QA4MRE@CLEF 2012.pdf
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8
A Hybrid Question Answering System based on Information Retrieval and Answer Validation
Partha Pakray
;
Pinaki Bhaskar
;
Somnath Banerjee
...
In: http://www.gelbukh.com/CV/Publications/2011/Pakray_Clef2011.pdf
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9
Tweet Contextualization (Answering Tweet Question) – the Role of Multi-document Summarization
Pinaki Bhaskar
;
Somnath Banerjee
;
Sivaji B
In: http://ceur-ws.org/Vol-1179/CLEF2013wn-INEX-BhaskarEt2013.pdf
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10
Question Classification and Answering from Procedural Text in English ABSTRACT
Somnath Banerjee
;
Sivaji Bandyopadhyay
In: http://www.aclweb.org/anthology/W/W12/W12-6002.pdf
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11
Multiple Choice Question (MCQ) Answering System for Entrance Examination
Somnath Banerjee
;
Pinaki Bhaskar
;
Partha Pakray
...
In: http://www.clef-initiative.eu/documents/71612/f39a1aa7-1946-4015-8732-3f22ef2d5560/
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12
A Hybrid Tweet Contextualization System using IR and Summarization
Pinaki Bhaskar
;
Somnath Banerjee
;
Sivaji B
In: http://www.clef-initiative.eu/documents/71612/54d904de-a4b7-4107-9e99-44b315725e5c/
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