Muthusamy Chelliah
11 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(25)
π
Century Club
(10)
ποΈ
Keyword Collector
(54)
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
EMNLP (4)
ACL (3)
IJCNLP (2)
AACL (1)
NAACL (1)
Top co-authors
Keywords
large language model
(4)
opinion summarization
(4)
neural machine translation
(2)
text summarization
(2)
self-supervised learning
(2)
text generation
(2)
synthetic dataset
(2)
attribute value extraction
(2)
multi-task learning
(2)
domain adaptation
(2)
pre-trained language model
(2)
opinion mining
(1)
sentiment analysis
(1)
information retrieval
(1)
transfer learning
(1)
natural language generation
(1)
summarization evaluation
(1)
natural language inference
(1)
text representation
(1)
attribute extraction
(1)
Papers
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce
EMNLP 2025
LLMs as Architects and Critics for Multi-Source Opinion Summarization
IJCNLP 2025
Dense Retrieval with Quantity Comparison Intent
ACL 2025
LLMs as Architects and Critics for Multi-Source Opinion Summarization
AACL 2025
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation
ACL 2024
Product Description and QA Assisted Self-Supervised Opinion Summarization
NAACL 2024
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce
EMNLP 2023
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards
EMNLP 2023
Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation
EMNLP 2022
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction
IJCNLP 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction
ACL 2021