Muthusamy Chelliah

36 papers A* 2A 3B 1Misc 1Journal 12Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
"This Suits You the Best": Query Focused Comparative Explainable Summarization.
CoRR
Arnav Attri, Anuj Attri, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera
2025 — conf
Dense Retrieval with Quantity Comparison Intent.
ACL (Findings)
Prayas Agrawal, Nandeesh Kumar, Muthusamy Chelliah, Surender Kumar, Soumen Chakrabarti
2025 — conf
LLMs as Architects and Critics for Multi-Source Opinion Summarization.
IJCNLP-AACL (Findings)
Anuj Attri, Arnav Attri, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
2025 J jnl
LLMs as Architects and Critics for Multi-Source Opinion Summarization.
CoRR
Anuj Attri, Arnav Attri, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera
2025 — conf
Persona Identification in E-Commerce with Scarce Labels and In-Context Graph Learning.
KDD (2)
Anjali Gupta, Prashant Kumar, Aniket Mishra, Abhishek Singh, Surender Kumar, Muthusamy Chelliah, Abhijnan Chakraborty, Sayan Ranu
2025 — conf
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce.
EMNLP (Findings)
Arnav Attri, Anuj Attri, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
2025 J jnl
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce.
CoRR
Arnav Attri, Anuj Attri, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera
2024 J jnl
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM.
CoRR
Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Tejpalsingh Siledar, Swaroop Nath, Pushpak Bhattacharyya, Swaprava Nath, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Sudhanshu Shekhar Singh, Nikesh Garera
2024 J jnl
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization.
CoRR
Swaroop Nath, Tejpalsingh Siledar, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Harshad Khadilkar, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera
2024 — conf
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation.
ACL (1)
Tejpalsingh Siledar, Swaroop Nath, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Swaprava Nath, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera
2024 J jnl
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation.
CoRR
Tejpalsingh Siledar, Swaroop Nath, Sankara Sri Raghava Ravindra Muddu, Rupasai Rangaraju, Swaprava Nath, Pushpak Bhattacharyya, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera
2024 — conf
Product Description and QA Assisted Self-Supervised Opinion Summarization.
NAACL-HLT (Findings)
Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya
2024 J jnl
Product Description and QA Assisted Self-Supervised Opinion Summarization.
CoRR
Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya
2024 J jnl
Towards Fair Allocation in Social Commerce Platforms.
CoRR
Anjali Gupta, Shreyans J. Nagori, Abhijnan Chakraborty, Rohit Vaish, Sayan Ranu, Prajit Prashant Sinai Nadkarni, Narendra Varma Dasararaju, Muthusamy Chelliah
2023 — conf
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards.
EMNLP (Findings)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
2023 J jnl
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards.
CoRR
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
2023 — conf
Social Re-Identification Assisted RTO Detection for E-Commerce.
WWW (Companion Volume)
Hitkul Jangra, Abinaya K., Soham Saha, Satyajit Banerjee, Muthusamy Chelliah, Ponnurangam Kumaraguru
2023 — conf
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce.
EMNLP (Findings)
Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
2023 A* conf
Towards Fair Allocation in Social Commerce Platforms.
WWW
Anjali Gupta, Shreyans J. Nagori, Abhijnan Chakraborty, Rohit Vaish, Sayan Ranu, Prajit Prashant Sinai Nadkarni, Narendra Varma Dasararaju, Muthusamy Chelliah
2022 — conf
An Application to Generate Style Guided Compatible Outfit.
COMAD/CODS
Debopriyo Banerjee, Harsh Maheshwari, Lucky Dhakad, Arnab Bhattacharya, Niloy Ganguly, Muthusamy Chelliah, Suyash Agarwal
2022 J jnl
An Application to Generate Style Guided Compatible Outfit.
CoRR
Debopriyo Banerjee, Harsh Maheshwari, Lucky Dhakad, Arnab Bhattacharya, Niloy Ganguly, Muthusamy Chelliah, Suyash Agarwal
2022 — conf
Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation.
WMT
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
2022 Misc conf
Low Resource Chat Translation: A Benchmark for Hindi-English Language Pair.
AMTA
Baban Gain, Ramakrishna Appicharla, Asif Ekbal, Muthusamy Chelliah, Soumya Chennabasavraj, Nikesh Garera
2022 — conf
Recommendation of Compatible Outfits Conditioned on Style.
ECIR (1)
Debopriyo Banerjee, Lucky Dhakad, Harsh Maheshwari, Muthusamy Chelliah, Niloy Ganguly, Arnab Bhattacharya
2022 J jnl
Recommendation of Compatible Outfits Conditioned on Style.
CoRR
Debopriyo Banerjee, Lucky Dhakad, Harsh Maheshwari, Muthusamy Chelliah, Niloy Ganguly, Arnab Bhattacharya
2021 — conf
Fine-Grained Visual Attribute Extraction From Fashion Wear.
CVPR Workshops
Viral Parekh, Karimulla Shaik, Soma Biswas, Muthusamy Chelliah
2020 — conf
Principle-to-Program: Neural Methods for Similar Question Retrieval in Online Communities.
ECIR (2)
Muthusamy Chelliah, Manish Shrivastava, Jaidam Ram Tej
2019 — conf
Concept to Code: Deep Learning for Fashion Recommendation.
WWW (Companion Volume)
Omprakash Sonie, Muthusamy Chelliah, Shamik Sural
2019 — conf
Personalised Fashion Recommendation using Deep Learning.
COMAD/CODS
Omprakash Sonie, Muthusamy Chelliah, Shamik Sural
2019 A* conf
Principle-to-program: Neural Fashion Recommendation with Multi-modal Input.
ACM Multimedia
Muthusamy Chelliah, Soma Biswas, Lucky Dhakad
2019 A conf
Recommendation for Multi-stakeholders and through Neural Review Mining.
CIKM
Muthusamy Chelliah, Yong Zheng, Sudeshna Sarkar
2017 A conf
Product Recommendations Enhanced with Reviews.
RecSys
Muthusamy Chelliah, Sudeshna Sarkar
2017 A conf
Recommendation of High Quality Representative Reviews in e-commerce.
RecSys
Debanjan Paul, Sudeshna Sarkar, Muthusamy Chelliah, Chetan Kalyan, Prajit Prashant Sinai Nadkarni
2015 — conf
SimCat: an entity similarity measure for heterogeneous knowledge graph with categories.
CODS
Arup Choudhury, Shrey Sharma, Pabitra Mitra, Cyril Sebastian, Shrikant S. Naidu, Muthusamy Chelliah
2002 J jnl
Flexible Robust Programming in Distributed Object Systems.
IEEE Trans. Knowl. Data Eng.
Mustaque Ahamad, Muthusamy Chelliah
1995 B conf
System Support for Robust Collaborative Applications.
SRDS
Muthusamy Chelliah, Mustaque Ahamad