Sailik Sengupta
9 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (32) 🐣 Hot Topic Early Bird ❓ The Questioner (2)
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Research topics
Artificial Intelligence
(7)
Machine Learning
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Core AI
(7)
Learning Types · Machine Learning
(7)
Deep Learning
(4)
Natural Language Processing
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Generation
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
intent classification
(2)
contrastive learning
(2)
constrained decoding
(2)
reinforcement learning from human feedback
(2)
data augmentation
(2)
noise robustness
(2)
contrastive explanation
(2)
large language model
(2)
in-context learning
(1)
instruction following
(1)
multi-agent negotiation
(1)
task-oriented dialogue
(1)
explainable ai
(1)
reward function
(1)
direct preference optimization
(1)
human preference
(1)
bert model
(1)
counterfactual reasoning
(1)
contrastive loss
(1)
semantic parsing
(1)
Papers
DeAL: Decoding-time Alignment for Large Language Models
ACL 2025
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
ICLR 2025
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders
ACL 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
NAACL 2024
‘Why Didn’t You Allocate This Task to Them?’ Negotiation-Aware Task Allocation and Contrastive Explanation Generation
AAAI 2024
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
EMNLP 2023
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining
EACL 2023
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise
EMNLP 2021
RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
AAAI 2021