Muthusamy Chelliah

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 25

Top Topics

Social Commerce

Domain Adaptation

Recommender Systems

Top Venues

EMNLP (Findings)

WWW (Companion Volume)

Publications

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
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM. CoRR (2024)
Anjali Gupta, Shreyans J. Nagori, Abhijnan Chakraborty, Rohit Vaish, Sayan Ranu, Prajit Prashant Sinai Nadkarni, Narendra Varma Dasararaju, Muthusamy Chelliah
Towards Fair Allocation in Social Commerce Platforms. CoRR (2024)
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
Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarization. CoRR (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. ACL (1) (2024)
Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Sri Raghava Ravindra Muddu, Suman Banerjee, Amey Patil, Sudhanshu Shekhar Singh, Muthusamy Chelliah, Nikesh Garera, Swaprava Nath, Pushpak Bhattacharyya
Product Description and QA Assisted Self-Supervised Opinion Summarization. CoRR (2024)
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
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation. CoRR (2024)
Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce. EMNLP (Findings) (2023)
Anjali Gupta, Shreyans J. Nagori, Abhijnan Chakraborty, Rohit Vaish, Sayan Ranu, Prajit Prashant Sinai Nadkarni, Narendra Varma Dasararaju, Muthusamy Chelliah
Towards Fair Allocation in Social Commerce Platforms. WWW (2023)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards. CoRR (2023)
Hitkul Jangra, Abinaya K, Soham Saha, Satyajit Banerjee, Muthusamy Chelliah, Ponnurangam Kumaraguru
Social Re-Identification Assisted RTO Detection for E-Commerce. WWW (Companion Volume) (2023)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards. EMNLP (Findings) (2023)
Debopriyo Banerjee, Lucky Dhakad, Harsh Maheshwari, Muthusamy Chelliah, Niloy Ganguly, Arnab Bhattacharya
Recommendation of Compatible Outfits Conditioned on Style. ECIR (1) (2022)
Baban Gain, Ramakrishna Appicharla, Asif Ekbal, Muthusamy Chelliah, Soumya Chennabasavraj, Nikesh Garera
Low Resource Chat Translation: A Benchmark for Hindi-English Language Pair. AMTA (2022)
Debopriyo Banerjee, Harsh Maheshwari, Lucky Dhakad, Arnab Bhattacharya, Niloy Ganguly, Muthusamy Chelliah, Suyash Agarwal
An Application to Generate Style Guided Compatible Outfit. CoRR (2022)
Debopriyo Banerjee, Harsh Maheshwari, Lucky Dhakad, Arnab Bhattacharya, Niloy Ganguly, Muthusamy Chelliah, Suyash Agarwal
An Application to Generate Style Guided Compatible Outfit. COMAD/CODS (2022)
Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal, Muthusamy Chelliah
Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation. WMT (2022)
Debopriyo Banerjee, Lucky Dhakad, Harsh Maheshwari, Muthusamy Chelliah, Niloy Ganguly, Arnab Bhattacharya
Recommendation of Compatible Outfits Conditioned on Style. CoRR (2022)
Viral Parekh, Karimulla Shaik, Soma Biswas, Muthusamy Chelliah
Fine-Grained Visual Attribute Extraction From Fashion Wear. CVPR Workshops (2021)
Muthusamy Chelliah, Manish Shrivastava, Jaidam Ram Tej
Principle-to-Program: Neural Methods for Similar Question Retrieval in Online Communities. ECIR (2) (2020)
Omprakash Sonie, Muthusamy Chelliah, Shamik Sural
Concept to Code: Deep Learning for Fashion Recommendation. WWW (Companion Volume) (2019)
Muthusamy Chelliah, Yong Zheng, Sudeshna Sarkar
Recommendation for Multi-stakeholders and through Neural Review Mining. CIKM (2019)
Muthusamy Chelliah, Soma Biswas, Lucky Dhakad
Principle-to-program: Neural Fashion Recommendation with Multi-modal Input. ACM Multimedia (2019)
Omprakash Sonie, Muthusamy Chelliah, Shamik Sural
Personalised Fashion Recommendation using Deep Learning. COMAD/CODS (2019)
Debanjan Paul, Sudeshna Sarkar, Muthusamy Chelliah, Chetan Kalyan, Prajit Prashant Sinai Nadkarni
Recommendation of High Quality Representative Reviews in e-commerce. RecSys (2017)
Muthusamy Chelliah, Sudeshna Sarkar
Product Recommendations Enhanced with Reviews. RecSys (2017)
Arup Choudhury, Shrey Sharma, Pabitra Mitra, Cyril Sebastian, Shrikant S. Naidu, Muthusamy Chelliah
SimCat: an entity similarity measure for heterogeneous knowledge graph with categories. CODS (2015)
Mustaque Ahamad, Muthusamy Chelliah
Flexible Robust Programming in Distributed Object Systems. IEEE Trans. Knowl. Data Eng. 14 (5) (2002)
Muthusamy Chelliah, Mustaque Ahamad
System Support for Robust Collaborative Applications. SRDS (1995)