Shamik Roy
11 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(6)
Core AI
(6)
Core Methods
(5)
Natural Language Processing
(3)
Learning Types
(3)
Interdisciplinary
(2)
Knowledge & Reasoning
(2)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Representation
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Learning Paradigms
(1)
Keywords
text classification
(4)
moral sentiment
(2)
political text
(2)
constrained decoding
(2)
stance detection
(2)
weakly supervised learning
(2)
relational learning
(1)
in-context learning
(1)
few-shot learning
(1)
inference efficiency
(1)
natural language processing
(1)
social media analysis
(1)
prompt engineering
(1)
semantic analysis
(1)
bias mitigation
(1)
argument mining
(1)
diffusion model
(1)
graph attention network
(1)
citation analysis
(1)
symbolic reasoning
(1)
Papers
Constrained Decoding with Speculative Lookaheads
NAACL 2025
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
EMNLP 2025
A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research
NAACL 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
NAACL 2024
“A Tale of Two Movements’: Identifying and Comparing Perspectives in #BlackLivesMatter and #BlueLivesMatter Movements-related Tweets using Weakly Supervised Graph-based Structured Prediction
EMNLP 2023
Conversation Style Transfer using Few-Shot Learning
IJCNLP 2023
Hands-On Interactive Neuro-Symbolic NLP with DRaiL
EMNLP 2022
Towards Few-Shot Identification of Morality Frames using In-Context Learning
EMNLP 2022
Analysis of Nuanced Stances and Sentiment Towards Entities of US Politicians through the Lens of Moral Foundation Theory
NAACL 2021
Identifying Morality Frames in Political Tweets using Relational Learning
EMNLP 2021
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media
EMNLP 2020