Siddharth Suresh
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Venues
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Deep Learning
(2)
Interdisciplinary
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
preference learning
(2)
semantic analysis
(1)
semantic representation
(1)
world model
(1)
decoding strategy
(1)
multimodal language model
(1)
humor understanding
(1)
multi-agent simulation
(1)
opinion dynamics
(1)
agent-based modeling
(1)
wisdom of crowd
(1)
cognitive psychology
(1)
preference dataset
(1)
human alignment
(1)
humor generation
(1)
confirmation bia
(1)
quantitative estimation
(1)
self-consistency decoding
(1)
conceptual representation
(1)
Papers
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
EMNLP 2025
Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding
EMNLP 2025
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
NeurIPS 2024
Simulating Opinion Dynamics with Networks of LLM-based Agents
NAACL 2024
Conceptual structure coheres in human cognition but not in large language models
EMNLP 2023