Siddharth Verma
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Resources & Methods
(2)
Deep Learning
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
reasoning skill
(2)
few-shot learning
(1)
offline reinforcement learning
(1)
game theory
(1)
policy gradient
(1)
conversational ai
(1)
prompt engineering
(1)
task-oriented dialogue
(1)
skill discovery
(1)
language model
(1)
textual entailment
(1)
abductive reasoning
(1)
dialogue system
(1)
analogical reasoning
(1)
dialogue agent
(1)
goal-directed dialogue
(1)
reinforcement learning
(1)
explanation tuning
(1)
continual learning
(1)
Papers
ALERT: Adapt Language Models to Reasoning Tasks
ACL 2023
OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models
ACL 2023
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning
NAACL 2022
Continual Learning of Control Primitives : Skill Discovery via Reset-Games
NeurIPS 2020