Suman Banerjee
15 papers · 2012–2025 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(7)
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Conference Pioneer
π
Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Natural Language Processing
(5)
Core AI
(5)
Application Areas
(4)
Generation
(4)
Deep Learning
(3)
Learning Types
(3)
Resources & Methods
(3)
Core Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Keywords
large language model
(5)
text generation
(3)
opinion summarization
(3)
text summarization
(2)
synthetic dataset
(2)
self-supervised learning
(2)
opinion mining
(1)
sentiment analysis
(1)
zero-shot learning
(1)
conversational ai
(1)
natural language generation
(1)
natural language inference
(1)
response generation
(1)
anomaly detection
(1)
energy efficiency
(1)
knowledge distillation
(1)
summarization evaluation
(1)
span prediction
(1)
emotion detection
(1)
risk management
(1)
Papers
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection
ACL 2025
LLMs as Architects and Critics for Multi-Source Opinion Summarization
IJCNLP 2025
PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS
ICLR 2025
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce
EMNLP 2025
Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning Based Bandwidth-Adaptive Compression
NSDI 2024
One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation
ACL 2024
Product Description and QA Assisted Self-Supervised Opinion Summarization
NAACL 2024
Efficient Algorithms for Regret Minimization in Billboard Advertisement (Student Abstract)
AAAI 2023
Few-Shot Domain Adaptation For End-to-End Communication
ICLR 2023
OpenLoRa: Validating LoRa Implementations through an Extensible and Open-sourced Framework
NSDI 2023
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce
EMNLP 2023
A General Framework For Detecting Anomalous Inputs to DNN Classifiers
ICML 2021
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems
COLING 2018
Towards Exploiting Background Knowledge for Building Conversation Systems
EMNLP 2018
Catching Whales and Minnows Using WiFiNet: Deconstructing Non-WiFi Interference Using WiFi Hardware
NSDI 2012