Sambhav Jain


2014

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Hindi to English Machine Translation: Using Effective Selection in Multi-Model SMT
Kunal Sachdeva | Rishabh Srivastava | Sambhav Jain | Dipti Sharma
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)

Recent studies in machine translation support the fact that multi-model systems perform better than the individual models. In this paper, we describe a Hindi to English statistical machine translation system and improve over the baseline using multiple translation models. We have considered phrase based as well as hierarchical models and enhanced over both these baselines using a regression model. The system is trained over textual as well as syntactic features extracted from source and target of the aforementioned translations. Our system shows significant improvement over the baseline systems for both automatic as well as human evaluations. The proposed methodology is quite generic and easily be extended to other language pairs as well.

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A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words
Urmi Ghosh | Sambhav Jain | Soma Paul
Proceedings of the 4th Workshop on Cognitive Aspects of the Lexicon (CogALex)

2013

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Exploring Semantic Information in Hindi WordNet for Hindi Dependency Parsing
Sambhav Jain | Naman Jain | Aniruddha Tammewar | Riyaz Ahmad Bhat | Dipti Sharma
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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Exploring Verb Frames for Sentence Simplification in Hindi
Ankush Soni | Sambhav Jain | Dipti Misra Sharma
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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A Dynamic Confusion Score for Dependency Arc Labels
Sambhav Jain | Bhasha Agrawal
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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Automatic Clause Boundary Annotation in the Hindi Treebank
Rahul Sharma | Soma Paul | Riyaz Ahmad Bhat | Sambhav Jain
Proceedings of the 27th Pacific Asia Conference on Language, Information, and Computation (PACLIC 27)

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Animacy Annotation in the Hindi Treebank
Itisree Jena | Riyaz Ahmad Bhat | Sambhav Jain | Dipti Misra Sharma
Proceedings of the 7th Linguistic Annotation Workshop and Interoperability with Discourse

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Towards Building Parallel Dependency Treebanks: Intra-Chunk Expansion and Alignment for English Dependency Treebank
Debanka Nandi | Maaz Nomani | Himanshu Sharma | Himani Chaudhary | Sambhav Jain | Dipti Misra Sharma
Proceedings of the Second International Conference on Dependency Linguistics (DepLing 2013)

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Effective Parsing for Human Aided NLP Systems
Naman Jain | Sambhav Jain
Proceedings of the 13th International Conference on Parsing Technologies (IWPT 2013)

2012

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Two-stage Approach for Hindi Dependency Parsing Using MaltParser
Naman Jain | Karan Singla | Aniruddha Tammewar | Sambhav Jain
Proceedings of the Workshop on Machine Translation and Parsing in Indian Languages

2010

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Two Methods to Incorporate ’Local Morphosyntactic’ Features in Hindi Dependency Parsing
Bharat Ram Ambati | Samar Husain | Sambhav Jain | Dipti Misra Sharma | Rajeev Sangal
Proceedings of the NAACL HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages