11 citations · 38 across the 13 of their papers we have counts for
17 papers
JU-NLP at Touché: Covert Advertisement in Conversational AI-Generation and Detection Strategies
Arka Dutta, Agrik Majumdar, Sombrata Biswas +2
This paper proposes a comprehensive framework for the generation of covert advertisements within Conversational AI systems, along with robust techniques for their detection. It exp…
A Comprehensive Review on Recent Methods and Challenges of Video Description
Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay
Video description involves the generation of the natural language description of actions, events, and objects in the video. There are various applications of video description by f…
JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags
Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay
Sentiment analysis has been an active area of research in the past two decades and recently, with the advent of social media, there has been an increasing demand for sentiment anal…
Classifier Combination Approach for Question Classification for Bengali Question Answering System
Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso +1
Question classification (QC) is a prime constituent of automated question answering system. The work presented here demonstrates that the combination of multiple models achieve bet…
Development of POS tagger for English-Bengali Code-Mixed data
Tathagata Raha, Sainik Kumar Mahata, Dipankar Das +1
Code-mixed texts are widespread nowadays due to the advent of social media. Since these texts combine two languages to formulate a sentence, it gives rise to various research probl…
Preparation of Sentiment tagged Parallel Corpus and Testing its effect on Machine Translation
Sainik Kumar Mahata, Amrita Chandra, Dipankar Das +1
In the current work, we explore the enrichment in the machine translation output when the training parallel corpus is augmented with the introduction of sentiment analysis. The pap…
Seq2Seq and Joint Learning Based Unix Command Line Prediction System
Thoudam Doren Singh, Abdullah Faiz Ur Rahman Khilji, Divyansha +3
Despite being an open-source operating system pioneered in the early 90s, UNIX based platforms have not been able to garner an overwhelming reception from amateur end users. One of…
NITS-VC System for VATEX Video Captioning Challenge 2020
Alok Singh, Thoudam Doren Singh, Sivaji Bandyopadhyay
Video captioning is process of summarising the content, event and action of the video into a short textual form which can be helpful in many research areas such as video guided mac…
Code-Mixed to Monolingual Translation Framework
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das +1
The use of multilingualism in the new generation is widespread in the form of code-mixed data on social media, and therefore a robust translation system is required for catering to…
JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to English
Sainik Kumar Mahata, Avishek Garain, Adityar Rayala +2
In the current work, we present a description of the system submitted to WMT 2019 News Translation Shared task. The system was created to translate news text from Lithuanian to Eng…
JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English
Sainik Kumar Mahata, Dipankar Das, Sivaji Bandyopadhyay
In the current work, we present a description of the system submitted to WMT 2018 News Translation Shared task. The system was created to translate news text from Finnish to Englis…
SMT vs NMT: A Comparison over Hindi & Bengali Simple Sentences
Sainik Kumar Mahata, Soumil Mandal, Dipankar Das +1
In the present article, we identified the qualitative differences between Statistical Machine Translation (SMT) and Neural Machine Translation (NMT) outputs. We have tried to answe…
Identifying Bengali Multiword Expressions using Semantic Clustering
Tanmoy Chakraborty, Dipankar Das, Sivaji Bandyopadhyay
One of the key issues in both natural language understanding and generation is the appropriate processing of Multiword Expressions (MWEs). MWEs pose a huge problem to the precise l…
Inference of Fine-grained Attributes of Bengali Corpus for Stylometry Detection
Tanmoy Chakraborty, Sivaji Bandyopadhyay
Stylometry, the science of inferring characteristics of the author from the characteristics of documents written by that author, is a problem with a long history and belongs to the…
Automatic Segmentation of Manipuri (Meiteilon) Word into Syllabic Units
Kishorjit Nongmeikapam, Vidya Raj RK, Oinam Imocha Singh +1
The work of automatic segmentation of a Manipuri language (or Meiteilon) word into syllabic units is demonstrated in this paper. This language is a scheduled Indian language of Tib…
Reduplicated MWE (RMWE) helps in improving the CRF based Manipuri POS Tagger
Kishorjit Nongmeikapam, Lairenlakpam Nonglenjaoba, Yumnam Nirmal +1
This paper gives a detail overview about the modified features selection in CRF (Conditional Random Field) based Manipuri POS (Part of Speech) tagging. Selection of features is so…
Genetic Algorithm (GA) in Feature Selection for CRF Based Manipuri Multiword Expression (MWE) Identification
Kishorjit Nongmeikapam, Sivaji Bandyopadhyay
This paper deals with the identification of Multiword Expressions (MWEs) in Manipuri, a highly agglutinative Indian Language. Manipuri is listed in the Eight Schedule of Indian Con…