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Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy

Jan 20, 2021
Deepak Gupta, Rajkumar Pujari, Asif Ekbal, Pushpak Bhattacharyya, Anutosh Maitra, Tom Jain, Shubhashis Sengupta

* Paper was accepted at COLING 2018, presented as a poster 

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Divide and Conquer: An Ensemble Approach for Hostile Post Detection in Hindi

Jan 20, 2021
Varad Bhatnagar, Prince Kumar, Sairam Moghili, Pushpak Bhattacharyya


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EmotionGIF-IITP-AINLPML: Ensemble-based Automated Deep Neural System for predicting category(ies) of a GIF response

Dec 23, 2020
Soumitra Ghosh, Arkaprava Roy, Asif Ekbal, Pushpak Bhattacharyya

* EmotionGIF 2020, the shared task of SocialNLP 2020 (in conjunction with ACL 2020) 

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Assessing the Severity of Health States based on Social Media Posts

Sep 21, 2020
Shweta Yadav, Joy Prakash Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya


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Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation

Aug 21, 2020
Zishan Ahmad, Mukuntha N S, Asif Ekbal, Pushpak Bhattacharyya

* Accepted in IJCNN-2020 

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Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel

Jun 15, 2020
Sachin Pawar, Pushpak Bhattacharyya, Girish K. Palshikar

* Appeared in 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019), https://www.cicling.org/2019/ 

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Happy Are Those Who Grade without Seeing: A Multi-Task Learning Approach to Grade Essays Using Gaze Behaviour

May 25, 2020
Sandeep Mathias, Rudra Murthy, Diptesh Kanojia, Abhijit Mishra, Pushpak Bhattacharyya


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A Deep Learning Approach for Automatic Detection of Fake News

May 11, 2020
Tanik Saikh, Arkadipta De, Asif Ekbal, Pushpak Bhattacharyya


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Recommendation Chart of Domains for Cross-Domain Sentiment Analysis:Findings of A 20 Domain Study

Apr 09, 2020
Akash Sheoran, Diptesh Kanojia, Aditya Joshi, Pushpak Bhattacharyya

* 12th Edition of Language Resources and Evaluation Conference (LREC 2020) 

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Reinforced Multi-task Approach for Multi-hop Question Generation

Apr 07, 2020
Deepak Gupta, Hardik Chauhan, Asif Ekbal, Pushpak Bhattacharyya


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Utilizing Language Relatedness to improve Machine Translation: A Case Study on Languages of the Indian Subcontinent

Mar 19, 2020
Anoop Kunchukuttan, Pushpak Bhattacharyya

* This work was done in 2017-2018 as part of the first author's thesis 

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Related Tasks can Share! A Multi-task Framework for Affective language

Feb 06, 2020
Kumar Shikhar Deep, Md Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya

* 12 pages, 3 figures and 3 tables. Accepted in 20th International Conference on Intelligent Text Processing and Computational Linguistics, CICLing 2019. To be published in Springer LNCS volume 

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A Deep Neural Framework for Contextual Affect Detection

Jan 28, 2020
Kumar Shikhar Deep, Asif Ekbal, Pushpak Bhattacharyya

* LNCS, volume 11955 Year - 2019 Pg 398-409 
* 12 pages, 5 tables and 3 figures. Accepted in ICONIP 2019 (International Conference on Neural Information Processing) Published in Lecture Notes in Computer Science, vol 11955. Springer, Cham https://link.springer.com/chapter/10.1007/978-3-030-36718-3_34 

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Machine Translation Evaluation using Bi-directional Entailment

Nov 02, 2019
Rakesh Khobragade, Heaven Patel, Anand Namdev, Anish Mishra, Pushpak Bhattacharyya


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Ordering Matters: Word Ordering Aware Unsupervised NMT

Oct 30, 2019
Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya

* 8 pages 

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Tale of tails using rule augmented sequence labeling for event extraction

Aug 22, 2019
Hrishikesh Patel, Nandan Rathod, Ayush Maheshwari, Ritesh Kumar, Ganesh Ramakrishnan, Pushpak Bhattacharyya

* 9 pages, 4 figures, 6 tables 

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Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

May 14, 2019
Md Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya

* Accepted for publication in NAACL:HLT-2019 

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Relation extraction between the clinical entities based on the shortest dependency path based LSTM

Mar 24, 2019
Dhanachandra Ningthoujam, Shweta Yadav, Pushpak Bhattacharyya, Asif Ekbal


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A Deep Ensemble Framework for Fake News Detection and Classification

Nov 12, 2018
Arjun Roy, Kingshuk Basak, Asif Ekbal, Pushpak Bhattacharyya

* 6 pages, 1 figure, accepted as a short paper in Web Intelligence 2018 (https://webintelligence2018.com/accepted-papers.html), title changed from {"Going Deep to Detect Liars" Detecting Fake News using Deep Learning} to {A Deep Ensemble Framework for Fake News Detection and Classification} as per reviewers suggestion 

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Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages

Nov 01, 2018
Rudra Murthy V, Anoop Kunchukuttan, Pushpak Bhattacharyya


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Helping each Other: A Framework for Customer-to-Customer Suggestion Mining using a Semi-supervised Deep Neural Network

Nov 01, 2018
Hitesh Golchha, Deepak Gupta, Asif Ekbal, Pushpak Bhattacharyya

* To be appear in the proceedings of ICON 2018 

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A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction

Oct 15, 2018
Md Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi


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Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour

Oct 11, 2018
Sandeep Mathias, Diptesh Kanojia, Kevin Patel, Samarth Agarwal, Abhijit Mishra, Pushpak Bhattacharyya

* 11 pages 

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Is your Statement Purposeless? Predicting Computer Science Graduation Admission Acceptance based on Statement Of Purpose

Oct 09, 2018
Diptesh Kanojia, Nikhil Wani, Pushpak Bhattacharyya

* 5 pages 

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Combining Graph-based Dependency Features with Convolutional Neural Network for Answer Triggering

Aug 05, 2018
Deepak Gupta, Sarah Kohail, Pushpak Bhattacharyya

* 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2018) 

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Leveraging Medical Sentiment to Understand Patients Health on Social Media

Jul 30, 2018
Shweta Yadav, Joy Sain, Amit Sheth, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya


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Feature Assisted bi-directional LSTM Model for Protein-Protein Interaction Identification from Biomedical Texts

Jul 05, 2018
Shweta Yadav, Ankit Kumar, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya


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The IIT Bombay English-Hindi Parallel Corpus

May 19, 2018
Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya

* accepted for LREC 2018, 4 pages, parallel corpus for English-Hindi machine translation 

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TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection

Feb 20, 2018
Tirthankar Ghosal, Amitra Salam, Swati Tiwari, Asif Ekbal, Pushpak Bhattacharyya

* Accepted for publication in Language Resources and Evaluation Conference (LREC) 2018 

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