Multilingual Information Access in South Asian Languages
Second International Workshop, FIRE 2010, Gandhinagar, India, February 19-21, 2010 and Third International Workshop, FIRE 2011, Bombay, India, December 2-4, 2011, Revised Selected Papers
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60 Result(s)
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Article
Interlingua-based English–Hindi Machine Translation and Language Divergence
Interlingua and transfer-based approaches tomachine translation have long been in use in competing and complementary ways. The former proves economical in situations where translation among multiple languages ...
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Chapter and Conference Paper
Text Similarity Measurement Using Concept Representation of Texts
Measuring semantic nearness of documents is important for accurate information retrieval, automated text categorization and classification. Inspired by the observation that text documents contain semantically coh...
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Chapter and Conference Paper
Hindi to English and Marathi to English Cross Language Information Retrieval Evaluation
In this paper, we present our Hindi to English and Marathi to English CLIR systems developed as part of our participation in the CLEF 2007 Ad-Hoc Bilingual task. We take a query translation based approach usin...
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Chapter and Conference Paper
“A term is known by the company it keeps”: On Selecting a Good Expansion Set in Pseudo-Relevance Feedback
It is well known that pseudo-relevance feedback (PRF) improves the retrieval performance of Information Retrieval (IR) systems in general. However, a recent study by Cao et al [3] has shown that a non-negligib...
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Chapter and Conference Paper
Verbal Roots in the Sanskrit Wordnet
This paper aims to present a way of storing Sanskrit Verbal roots in a proposed Sanskrit WordNet. The synsets of verbal roots are proposed to be created using all the available dhātupāṭhas. While doing so, it ...
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Chapter and Conference Paper
Gloss in Sanskrit Wordnet
Glosses and examples are the essential components of the computational lexical databases like, Wordnet. These two components of the lexical database can be used in building domain ontologies, semantic relation...
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Chapter and Conference Paper
Optimal Stem Identification in Presence of Suffix List
Stemming is considered crucial in many NLP and IR applications. In the absence of any linguistic information, stemming is a challenging task. Stemming of words using suffixes of a language as linguistic inform...
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Chapter and Conference Paper
Feature Specific Sentiment Analysis for Product Reviews
In this paper, we present a novel approach to identify feature specific expressions of opinion in product reviews with different features and mixed emotions. The objective is realized by identifying a set of pote...
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Chapter and Conference Paper
WikiSent: Weakly Supervised Sentiment Analysis through Extractive Summarization with Wikipedia
This paper describes a weakly supervised system for sentiment analysis in the movie review domain. The objective is to classify a movie review into a polarity class, positive or negative, based on those sentences...
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Book and Conference Proceedings
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Chapter and Conference Paper
Lost in Translation: Viability of Machine Translation for Cross Language Sentiment Analysis
Recently there has been a lot of interest in Cross Language Sentiment Analysis (CLSA) using Machine Translation (MT) to facilitate Sentiment Analysis in resource deprived languages. The idea is to use the anno...
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Chapter and Conference Paper
A Self Organizing Map Based Multi-objective Framework for Automatic Evolution of Clusters
The current paper reports about the development of an automatic clustering technique which builds upon the search capability of a self-organizing multi-objective differential evolutionary approach. The algorit...
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Book
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Chapter and Conference Paper
A Deep Learning Based Multi-task Ensemble Model for Intent Detection and Slot Filling in Spoken Language Understanding
An important component of every dialog system is understanding the language popularly known as Spoken Language Understanding (SLU). Intent detection (ID) and slot filling (SF) are the two very important and in...
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Chapter
Epilogue
The book presented an approach to leveraging cognitive features for NLP by harnessing eye-movement information from human readers and annotators. Eye-tracking technology is primarily used to record and analyze sh...
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Chapter and Conference Paper
Intent Detection for Spoken Language Understanding Using a Deep Ensemble Model
One of the significant task in spoken language understanding (SLU) is intent detection. In this paper, we propose a deep learning based ensemble model for intent detection. The outputs of different deep learni...
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Chapter and Conference Paper
A Deep Learning Solution to Named Entity Recognition
Identifying named entities is vital for many Natural Language Processing (NLP) applications. Much of the earlier work for identifying named entities focused on using handcrafted features and knowledge resource...
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Chapter and Conference Paper
Aspect Based Sentiment Analysis: Category Detection and Sentiment Classification for Hindi
E-commerce markets in develo** countries (e.g. India) have witnessed a tremendous amount of user’s interest recently. Product reviews are now being generated daily in huge amount. Classifying the sentiment e...
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Chapter and Conference Paper
Improved Best-First Clustering for Coreference Resolution in Indian Classical Music Forums
Clustering step in the mention-pair paradigm for coreference resolution, forms the chain of coreferent mentions from the mention pairs classified as coreferent. Clustering methods including best-first clusteri...
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Chapter and Conference Paper
Identifying Participant Mentions and Resolving Their Coreferences in Legal Court Judgements
Legal court judgements have multiple participants (e.g. judge, complainant, petitioner, lawyer, etc.). They may be referred to in multiple ways, e.g., the same person may be referred as lawyer, counsel, learne...
