Using Instruction-Tuned LMs for Scalable Use Case-Based Shopping - Where Customers Meet Their Needs
Rajdeep Mukherjee, Sonali Singh and Sachin Farfade
ACM KDD 2025
Publications
You can also find my articles on my Google Scholar profile.
MuLX-QA: Classifying Multi-Labels and Extracting Rationale Spans in Social Media Posts
Soham Poddar, Rajdeep Mukherjee, Azlaan Mustafa Samad, Niloy Ganguly, and Saptarshi Ghosh
ACM Transactions on the Web, TWEB
Parameter-Efficient Instruction Tuning of Large Language Models for Extreme Financial Numeral Labelling
Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh, Manjunath Hegde, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh and Pawan Goyal
The 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL 2024
How COVID-19 has Impacted the Anti-Vaccine Discourse: A Large-Scale Twitter Study Spanning Pre-COVID and Post-COVID Era
Soham Poddar, Rajdeep Mukherjee, Subhendu Khatuya, Niloy Ganguly, Saptarshi Ghosh
The 18TH International AAAI Conference On Web And Social Media, ICWSM 2024
Scaling Use-case Based Shopping Using LLMs
Sachin Farfade, Sachin Vernekar, Vineet Chaoji, Rajdeep Mukherjee
The 17th ACM International Conference on Web Search and Data Mining, WSDM 2024 (Industry)
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction
Rajdeep Mukherjee, Nithish Kannen, Saurabh Kumar Pandey and Pawan Goyal
The 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments
Debtanu Datta, Shubham Soni, Rajdeep Mukherjee and Saptarshi Ghosh
The 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh and Pawan Goyal
The 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation
Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal and Saptarshi Ghosh
Proceedings of the The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, AACL 2022
ETMS@IITKGP at SemEval-2022 Task 10: Structured Sentiment Analysis Using A Generative Approach
R Raghav*, Adarsh Vemali*, Rajdeep Mukherjee
15th International Workshop on Semantic Evaluation, SemEval 2022 (collocated with NAACL 2022)
CAVES: A Dataset To Facilitate Explainable Classification And Summarization Of Concerns Towards COVID Vaccines
Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee, Niloy Ganguly, Saptarshi Ghosh
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2022
MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs
Rajdeep Mukherjee, Uppada Vishnu*, Hari Chandana Peruri*, Sourangshu Bhattacharya, Koustav Rudra, Pawan Goyal, Niloy Ganguly
The Fifteenth International Conference on Web Search and Data Mining, WSDM 2022
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction
Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal
The 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021
Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach
Rajdeep Mukherjee, Atharva Naik*, Sriyash Poddar*, Soham Dasgupta, Niloy Ganguly
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis
Rajdeep Mukherjee*, Shreyas Shetty*, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal
Proceedings of the 43rd European Conference on Information Retrieval, ECIR 2021
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews
Rajdeep Mukherjee, Hari Chandana Peruri, Uppada Vishnu, Pawan Goyal, Sourangshu Bhattacharya, Niloy Ganguly
Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2020
Addressing Forwarder’s Dilemma: A Game-Theoretic Approach to Induce Cooperation in a Multi-hop Wireless Network
Saswati Mukherjee, Sreya Dey, Rajdeep Mukherjee, Matangini Chattopadhyay, Samiran Chattopadhyay, Debarshi Kumar Sanyal
Proceedings of the 3rd International Conference on Advances in Communication, Network, and Computing, CNC 2012
* Equal authorship