Aditya Madhav Joshi

आदित्य माधव जोशी

Research Scholar,
IITB-Monash
Research Academy

About me

Visibility

1. Aditya Joshi, Pushpak Bhattacharyya, Mark Carman, 'Automatic Sarcasm Detection: A Survey', ACM Computing Surveys. (Accepted)
2. Aditya Joshi, Pushpak Bhattacharyya, Sagar Ahire, Book Chapter Titled 'Sentiment Resources: Lexicons and Datasets' in ' A Practical Guide to Sentiment Analysis (Ed: Erik Cambria et al), Springer, ISBN 978-3-319-55392-4, 2017.
3. Joe Cheri Ross, Aditya Joshi, Pushpak Bhattacharyya, 'A Framework th at Uses the Web for Named Entity Class Identification: Case Study for Indian Classical Music Forums'. Computación y Sistemas 20(3): 505-513 (2016)

1. Samarth Agrawal, Aditya Joshi, Joe Cheri Ross, Pushpak Bhattacharyya, Harshawardhan Wabgaonkar, 'Are Word Embedding and Dialogue Act Class-based Features Useful for Coreference Resolution in Dialogue?', PACLING 2017, Yangon, Myanmar, August 2017. (Upcoming)
2. Aditya Joshi, Samarth Agrawal, Pushpak Bhattacharyya, Mark J Carman, 'Expect the unexpected: Harnessing Sentence Completion for Sarcasm Detection', PACLING 2017, Yangon, Myanmar, August 2017. (Upcoming)
3. Aditya Joshi, Diptesh Kanojia, Pushpak Bhattacharyya, Mark Carman, 'Sarcasm Suite: A browser-based engine for sarcasm detection and generation', AAAI-17, San Francisco, California, February 2017.

1. Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya, Mark Carman, Meghna Singh, Jaya Saraswati and Rajita Shukla, 'How Challenging is Sarcasm versus Irony Classification?: A Study With a Dataset from English Literature', Australasian Language Technology Association (ALTA) 2016,Melbourne, Australia, December 2016.
2. Aditya Joshi, Prayas Jain, Pushpak Bhattacharyya, Mark J Carman, '‘Who would have thought of that!’: A Novel Hierarchical Topic Model for Extraction of Sarcasm-prevalent Topics and Sarcasm Detection', ExPROM-COLING 2016, Osaka, Japan, December 2016.
3. Aditya Joshi, Vaibhav Tripathi, Kevin Patel, Pushpak Bhattacharyya and Mark J Carman, 'Are Word Embedding-based Features Useful for Sarcasm Detection?'. EMNLP 2016, Austin, Texas, November 2016. (Pre-Print Version)
4. Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya and Mark J Carman, 'Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series Friends', CONLL 2016, Berlin, Germany, August 2016.
5. Aditya Joshi, Pushpak Bhattacharyya, Mark Carman, Jaya Saraswati and Rajita Shukla, 'How Do Cultural Differences Impact the Quality of Sarcasm Annotation?: A Case Study of Indian Annotators and American Text', 10th SIGHUM Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities at ACL 2016, Berlin, Germany, August 2016.
6. Aditya Joshi, Pushpak Bhattacharyya, Mark Carman, 'Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors', WASSA at NAACL 2016, San Diego, USA, June 2016.
7. Joe Cheri Ross, Aditya Joshi, Pushpak Bhattacharyya, 'A Framework That Uses the Web for Named Entity Class Identification: Case Study for Indian Classical Music Forums', CICLING 2016, Konya, Turkey, April 2016.
8. Diptesh Kanojia, Aditya Joshi, Pushpak Bhattacharyya and Mark James Carman, 'That'll do fine!: A coarse lexical resource for English-Hindi MT, using polylingual topic models', LREC 2016, Portorož, Slovenia, May 2016.
9. Aditya Joshi, Vaibhav Tripathi, Ravindra Soni, Pushpak Bhattacharyya, Mark J Carman, 'EmoGram: An Open-Source Time Sequence-based Emotion Tracker and its innovative applications', KET at AAAI 2016, Phoenix, USA, February 2016.

1. Naman Gupta, Aditya Joshi, Pushpak Bhattacharyya, A temporal expression recognition system for medical documents by taking help of news domain corpora, ICON 2015, Trivandrum, Kerala, December 2015.
2. Diptesh Kanojia, Aditya Joshi, Pushpak Bhattacharyya, Mark J Carman, Using multilingual topic models for improved alignment in English-Hindi MT, ICON 2015, Trivandrum, Kerala, December 2015.
3. Anupam Khattri, Aditya Joshi, Pushpak Bhattacharyya, Mark J Carman, Your sentiment precedes you: Using an author's historical tweets to predict sarcasm, WASSA at EMNLP 2015, Lisbon, Portugal, September 2015.
4. Aditya Joshi, Anoop Kunchukuttan, Pushpak Bhattacharyya, Mark J Carman, SarcasmBot: An open-source sarcasm-generation module for chatbots, WISDOM at KDD 2015, Sydney, Australia, August 2015.
5. Aditya Joshi, Abhijit Mishra, Balamurali AR, Pushpak Bhattacharyya, Mark J Carman, A computational approach for automatic prediction of drunk-texting, ACL-IJCNLP 2015, Beijing, China, July 2015.
6. Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya, Harnessing context incongruity for sarcasm detection, ACL-IJCNLP 2015, Beijing, China, July 2015.

1. Aditya Joshi, Abhijit Mishra, Nivvedan Senthamilselvan and Pushpak Bhattacharyya, Measuring Sentiment Annotation Complexity of Text, ACL 2014, Baltimore, USA, June 2014.
2. Abhijit Mishra, Aditya Joshi and Pushpak Bhattacharyya, A cognitive study of subjectivity extraction in sentiment annotation, WASSA at ACL 2014, Baltimore, USA, June 2014.

1. Aditya Joshi, Kashyap Popat, Shubham Gautam and Pushpak Bhattacharyya, Making Headlines in Hindi: Automatic English to Hindi News Headline Translation, IJCNLP 2013, Nagoya, Japan, October 2013.

1. Balamurali A.R., Aditya Joshi, Pushpak Bhattacharyya, Cross-Lingual Sentiment Analysis for Indian Languages using Wordnet Synsets, COLING 2012, Mumbai, India, December 2012.
2. Balamurali A.R., Aditya Joshi and Pushpak Bhattacharyya, Cost and Benefit of Using WordNet Senses for Sentiment Analysis, LREC 2012, Istanbul, Turkey, May 2012.

1. Balamurali A.R., Aditya Joshi, Pushpak Bhattacharyya, Harnessing WordNet senses for Supervised Sentiment Classification, EMNLP 2011, Edinburgh, UK, July 2011.
2. Balamurali A.R, Aditya Joshi, Pushpak Bhattacharyya, Robust Sense Based Sentiment Classification WASSA at ACL 2011, Oregon, USA, June 2011.
3. Aditya Joshi, Balamurali A.R., Pushpak Bhattacharyya and Rajat Mohanty, C-Feel-It: A Sentiment Analyzer for Micro-blogs, ACL 2011, Oregon, USA, June 2011.

1. Aditya Joshi, Balamurali A.R., Pushpak Bhattacharyya. A Fall-Back Strategy For Sentiment Analysis In Hindi: A Case Study, ICON 2010, Hyderabad, India, 2010.

1. Aditya Joshi, Pranav Goel, Pushpak Bhattacharyya, and Mark Carman. Automatic Identification of Sarcasm Target: An Introductory Approach. arXiv preprint arXiv:1610.07091 (2016).
2. Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman, Automatic Sarcasm Detection: A Survey, arXiv preprint arXiv:1602:03426 (2016).

1. 'Computational Sarcasm', selected for presentation at EMNLP 2017, Copenhagen, Denmark, 2017. (Co-speaker: Prof. Pushpak Bhattacharyya) (Upcoming)
2. 'Emotion Analysis and Applications', ICON 2014, Goa, India, 2014. (Co-speaker: Ravindra Soni)
3. 'Sentiment Analysis: Approaches and Applications', ICON 2009, Hyderabad, India, 2009. (Co-speakers: Prof. Pushpak Bhattacharyya, Dr. Balamurali AR)

• 'Introduction of Natural Language Processing' at Kendriya Vidyalaya, IIT Powai, Mumbai, India, 2017.
• 'Introduction to Natural Language Processing' (Inaugural Talk) at VIVA Institute of Technology, Mumbai, India, 2016.
• 'Applications of Text Analytics: Drunk-texting and Sarcasm' at Raisoni Institute of Engineering and Technology, Pune, 2016.
• 'Sentiment Analysis: The World Within' at IIIT-H Advanced Summer School in NLP, organized by IIIT-H, Hyderabad, India, 2015.
• 'Recent Trends in Text-based Applications of Machine Learning' at Pune Institute of Computer Technology, Pune, India, 2015.
• 'New Horizons of Sentiment Analysis' (a keynote address on behalf of Prof. Pushpak Bhattacharyya) at DKTES College of Engineering, Kolhapur, India, 2015.
• 'Introduction to Sentiment Analysis' at Pune Institute of Computer Technology, Pune, India, 2012.

• Talks:
  • 'Sarcasm Technology', TCS Research Interaction Day organized by TCS R&D Center Pune, October 2015.
  • 'Sentiment Analysis' at 'Analytics in the Real World' workshop organized by IIT Bombay and Xerox Research Center India, October 2015. (On behalf of Prof. Pushpak Bhattacharyya)
  • 'Sentiment Analysis in new territories', Aol. India Research Summit organized by Aol. India, Bangalore, India, 2010 (Co-speakers: Prof. Pushpak Bh attacharyya, Dr. Balamurali AR)
• Posters:
  • 'Sarcasm Detection' and 'Drunk-Texting Prediction', Research Colloqium, XRCI Open 2016 organized by Xerox Research Center India, Bengaluru, January 2016.
  • 'Sarcasm Technology', IBM Research Day 2015 organized by IBM Research Lab, Bengaluru, August 2015.
  • 'Sentiment Annotation Complexity', Microsoft TechVista 2015 organized by Microsoft Research India, Bangalore, January 2015.

• Organizing Committee Member: Research and Innovation Symposium for Computer scientists (RISC), the annual research symposium of Department of Computer Science and Engg., IIT Bombay.
• Program Committee Member: (*) 8th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, (*) 3rd Workshop on Emotion and Sentiment in Social and Expressive Media (ESSEM) at ACII 2017, (B) First Shared Task on Sentiment Analysis in Indian Languages (SAIL) at MIKE 2015, Hyderabad, India, December 2015, (B)11th Workshop on Asian Language Resources at IJCNLP 2013, Nagoya, October 2013.
• Reviewer: (A) ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), (B) Journal by Sadhana - Academy Proceedings in Engineering Science, (C) IJCAI 2016, (D) ICON 2014, 2015, 2016, (E) IETE Journal of Research, (F) Affective Computing and Intelligent Interaction (ACII) Conference 2017

• Best Sprint Thesis Talk Speaker (Senior Researcher category) at RISC 2016, Research symposium organized by Department of Computer Science and Engineering, IIT Bombay.
• Teaching Assistantship Excellence Award in August 2015 awarded by Department of Computer Science and Engineering (CSE), IIT Bombay.
• Best Poster, IBM Research Day, Dept. of CSE, IIT Bombay in August 2015.
• (a) Best 3-Minute Thesis Talk (PhD >2 years) Award & Best 3-Minute Thesis Talk (PhD >2 years), (b) Audience Choice Award from IITB-Monash Research Academy in 2015.
• Best Paper Award for "Harnessing Context Incongruity For Sarcasm Detection" from IITB-Monash Research Academy in 2015.
• Best Paper Award for "Measuring Sentiment Annotation Complexity of Text" from IITB-Monash Research Academy in 2014.
• Best 3-Minute Thesis Talk (PhD <2 years) Award from IITB-Monash Research Academy in 2014.
• TCS Research Scholar Fellowship in 2013.
• Sir Ratan Tata Trust Merit Scholarship for academic excellence in 2006 and 2007.

• How Vector Space Mathematics Helps Machines Spot Sarcasm, MIT Technology Review, 13th October, 2016.
• IIT-Bombay team creates program to detect drunk text message writers , The Indian Express, 21st August, 2015.
• Teaching Machines to Detect Sarcasm, IITB-Monash Research Academy, 2016.

• 'Writing Research Papers: A Primer', K J Somaiya College of Engineering, Mumbai, India, 2016.

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