Muthusamy Chelliah
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
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Unstoppable · Bronze
Venues
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Research topics
Natural Language Processing
(8)
Deep Learning
(5)
Machine Learning
(5)
Applications
(5)
Generation
(4)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Core AI
(1)
Core Methods
(1)
Methods
(1)
Keywords
opinion summarization
(3)
large language model
(3)
domain adaptation
(2)
self-supervised learning
(2)
synthetic dataset
(2)
neural machine translation
(2)
text summarization
(2)
text generation
(2)
pre-trained language model
(2)
information retrieval
(1)
opinion mining
(1)
natural language generation
(1)
sentiment analysis
(1)
masked language model
(1)
text representation
(1)
natural language inference
(1)
attribute extraction
(1)
summarization evaluation
(1)
dense retrieval
(1)
knowledge distillation
(1)
Papers
Dense Retrieval with Quantity Comparison Intent
ACL 2025
LLMs as Architects and Critics for Multi-Source Opinion Summarization
IJCNLP 2025
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce
EMNLP 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
Reference Free Domain Adaptation for Translation of Noisy Questions with Question Specific Rewards
EMNLP 2023
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce
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
ACL 2021