WAT2019: English-Hindi Translation on Hindi Visual Genome Dataset

no code implementations • WS 2019 • Loitongbam Sanayai Meetei, Thoudam Doren Singh, B, Sivaji yopadhyay

In this paper, we carried out an extensive comparison to evaluate the benefits of using a multimodal approach on translating text in English to a low resource language, Hindi as a part of WAT2019 shared task.

Caption Generation Translation

English to Hindi Multi-modal Neural Machine Translation and Hindi Image Captioning

no code implementations • WS 2019 • Sahinur Rahman Laskar, Rohit Pratap Singh, Partha Pakray, B, Sivaji yopadhyay

With the widespread use of Machine Trans-lation (MT) techniques, attempt to minimizecommunication gap among people from di-verse linguistic backgrounds.

Hindi Image Captioning Machine Translation +2

Neural Machine Translation: Hindi-Nepali

no code implementations • WS 2019 • Sahinur Rahman Laskar, Partha Pakray, B, Sivaji yopadhyay

Also, we have achieved BLEU score 53. 7 (Hindi to Nepali) and 49. 1 (Nepali to Hindi) in contrastive system type.

Machine Translation NMT +1

Relationship Extraction based on Category of Medical Concepts from Lexical Contexts

no code implementations • WS 2017 • Anupam Mondal, Dipankar Das, B, Sivaji yopadhyay

Retrieving Similar Lyrics for Music Recommendation System

no code implementations • WS 2017 • Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Music Recommendation

BUCC2017: A Hybrid Approach for Identifying Parallel Sentences in Comparable Corpora

no code implementations • WS 2017 • Sainik Mahata, Dipankar Das, B, Sivaji yopadhyay

A Statistical Machine Translation (SMT) system is always trained using large parallel corpus to produce effective translation.

Machine Translation Sentence +1

Genetic Algorithm (GA) Implementation for Feature Selection in Manipuri POS Tagging

no code implementations • WS 2016 • Kishorjit Nongmeikapam, B, Sivaji yopadhyay

feature selection Part-Of-Speech Tagging +2

Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs

no code implementations • COLING 2016 • Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Finally, we developed mood classification systems using Support Vector Machines and Feed Forward Neural Networks based on the features collected from audio, lyrics, and a combination of both.

Classification feature selection +4

Statistical Natural Language Generation from Tabular Non-textual Data

no code implementations • WS 2016 • Joy Mahapatra, Sudip Kumar Naskar, B, Sivaji yopadhyay

Text Generation

JU-USAAR: A Domain Adaptive MT System

no code implementations • WS 2016 • Koushik Pahari, Alapan Kuila, Santanu Pal, Sudip Kumar Naskar, B, Sivaji yopadhyay, Josef van Genabith

Domain Adaptation Language Modelling +1

JU\_NLP at SemEval-2016 Task 11: Identifying Complex Words in a Sentence

no code implementations • SEMEVAL 2016 • Niloy Mukherjee, Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Complex Word Identification Lexical Simplification +1

JU\_NLP at SemEval-2016 Task 6: Detecting Stance in Tweets using Support Vector Machines

no code implementations • SEMEVAL 2016 • Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Information Retrieval Natural Language Inference +4

Mood Classification of Hindi Songs based on Lyrics

no code implementations • WS 2015 • Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Classification General Classification +2

How Sentiment Analysis Can Help Machine Translation

no code implementations • WS 2014 • Santanu Pal, Braja Gopal Patra, Dipankar Das, Sudip Kumar Naskar, B, Sivaji yopadhyay, Josef van Genabith

Machine Translation Sentiment Analysis +1

Manipuri Chunking: An Incremental Model with POS and RMWE

no code implementations • WS 2014 • Kishorjit Nongmeikapam, Thiyam Ibungomacha Singh, Ngariyanbam Mayekleima Chanu, B, Sivaji yopadhyay

Chunking POS

JU\_CSE: A Conditional Random Field (CRF) Based Approach to Aspect Based Sentiment Analysis

no code implementations • SEMEVAL 2014 • Braja Gopal Patra, M, Soumik al, Dipankar Das, B, Sivaji yopadhyay

Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +2

Word Alignment-Based Reordering of Source Chunks in PB-SMT

no code implementations • LREC 2014 • Santanu Pal, Sudip Kumar Naskar, B, Sivaji yopadhyay

Reordering poses a big challenge in statistical machine translation between distant language pairs.

Machine Translation Translation +1

On Application of Conditional Random Field in Stemming of Bengali Natural Language Text

no code implementations • WS 2013 • S. Sarkar, ipan, B, Sivaji yopadhyay

Automatic Music Mood Classification of Hindi Songs

no code implementations • WS 2013 • Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Classification General Classification +3

Event and Event Actor Alignment in Phrase Based Statistical Machine Translation

no code implementations • WS 2013 • Anup Kolya, Santanu Pal, Asif Ekbal, B, Sivaji yopadhyay

Machine Translation Translation

An Empirical Study of Combing Multiple Models in Bengali Question Classification

no code implementations • IJCNLP 2013 • Somnath Banerjee, B, Sivaji yopadhyay

Decision Making General Classification +1

Construction of Emotional Lexicon Using Potts Model

no code implementations • IJCNLP 2013 • Braja Gopal Patra, Hiroya Takamura, Dipankar Das, Manabu Okumura, B, Sivaji yopadhyay

Emotion Recognition Opinion Mining +1

A Hybrid Word Alignment Model for Phrase-Based Statistical Machine Translation

no code implementations • WS 2013 • Santanu Pal, Sudip Naskar, B, Sivaji yopadhyay

Domain Adaptation Translation +2

Improving MT System Using Extracted Parallel Fragments of Text from Comparable Corpora

no code implementations • WS 2013 • Rajdeep Gupta, Santanu Pal, B, Sivaji yopadhyay

Domain Adaptation Machine Translation

JU\_CSE: A CRF Based Approach to Annotation of Temporal Expression, Event and Temporal Relations

no code implementations • SEMEVAL 2013 • Anup Kumar Kolya, Amitava Kundu, Rajdeep Gupta, Asif Ekbal, B, Sivaji yopadhyay

Document Summarization Machine Translation +2

Emotion Co-referencing - Emotional Expression, Holder, and Topic

no code implementations • ROCLINGIJCLCLP 2013 • Dipankar Das, B, Sivaji yopadhyay

Keyphrase Extraction in Scientific Articles: A Supervised Approach

no code implementations • COLING 2012 • Pinaki Bhaskar, Kishorjit Nongmeikapam, B, Sivaji yopadhyay

Document Classification Information Retrieval +2

Part of Speech (POS) Tagger for Kokborok

no code implementations • COLING 2012 • Braja Gopal Patra, Khumbar Debbarma, Dipankar Das, B, Sivaji yopadhyay

Part-Of-Speech Tagging POS

Morphological Analyzer for Kokborok

no code implementations • WS 2012 • Khumbar Debbarma, Braja Gopal Patra, Dipankar Das, B, Sivaji yopadhyay

Morphological Analysis

Question Classification and Answering from Procedural Text in English

no code implementations • WS 2012 • Somnath Banerjee, B, Sivaji yopadhyay

Classification General Classification +1

Classification of Interviews - A Case Study on Cancer Patients

no code implementations • WS 2012 • Braja Gopal Patra, Amitava Kundu, Dipankar Das, B, Sivaji yopadhyay

Classification Document Classification +2

Bengali Question Classification: Towards Developing QA System

no code implementations • WS 2012 • Somnath Banerjee, B, Sivaji yopadhyay

Classification General Classification +1

A Light Weight Stemmer in Kokborok

no code implementations • ROCLINGIJCLCLP 2012 • Braja Gopal Patra, Khumbar Debbarma, Swapan Debbarma, Dipankar Das, Amitava Das, B, Sivaji yopadhyay

Information Retrieval Machine Translation

JU\_CSE\_NLP: Multi-grade Classification of Semantic Similarity between Text Pairs

no code implementations • SEMEVAL 2012 • Snehasis Neogi, Partha Pakray, B, Sivaji yopadhyay, Alex Gelbukh, er

General Classification Semantic Similarity +2

JU\_CSE\_NLP: Language Independent Cross-lingual Textual Entailment System

no code implementations • SEMEVAL 2012 • Snehasis Neogi, Partha Pakray, B, Sivaji yopadhyay, Alex Gelbukh, er

Natural Language Inference

Detection and Correction of Preposition and Determiner Errors in English: HOO 2012

no code implementations • WS 2012 • Pinaki Bhaskar, Aniruddha Ghosh, Santanu Pal, B, Sivaji yopadhyay

Text Generation

Bootstrapping Method for Chunk Alignment in Phrase Based SMT

no code implementations • WS 2012 • Santanu Pal, B, Sivaji yopadhyay

Transliteration Word Alignment