Shamik Roy
12 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Conference Polyglot (4) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (28)
π
Interdisciplinary Bridge
π
Academic Marathon
(5)
πΊοΈ
Taxonomy Completionist
(28)
π
Trend Setter
π₯
Unstoppable
(6)
π
Century Club
(12)
ποΈ
Keyword Collector
(52)
Conferences
EMNLP (6)
NAACL (4)
AACL (1)
IJCNLP (1)
Top co-authors
Keywords
text classification
(4)
constrained decoding
(2)
moral sentiment
(2)
political text
(2)
stance detection
(2)
weakly supervised learning
(2)
symbolic reasoning
(1)
relational learning
(1)
sentiment analysis
(1)
inference efficiency
(1)
social media analysis
(1)
prompt engineering
(1)
semantic analysis
(1)
multitask learning
(1)
in-context learning
(1)
graph attention network
(1)
bias mitigation
(1)
diffusion model
(1)
citation analysis
(1)
argument mining
(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
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
NAACL 2024
A First Step towards Measuring Interdisciplinary Engagement in Scientific Publications: A Case Study on NLP + CSS Research
NAACL 2024
βA Tale of Two Movementsβ: 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
AACL 2023
Conversation Style Transfer using Few-Shot Learning
IJCNLP 2023
Towards Few-Shot Identification of Morality Frames using In-Context Learning
EMNLP 2022
Hands-On Interactive Neuro-Symbolic NLP with DRaiL
EMNLP 2022
Identifying Morality Frames in Political Tweets using Relational Learning
EMNLP 2021
Analysis of Nuanced Stances and Sentiment Towards Entities of US Politicians through the Lens of Moral Foundation Theory
NAACL 2021
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media
EMNLP 2020