Helen Jin
5 papers · 2023–2025 · 2 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
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Applications
(2)
Core AI
(2)
Models
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Education
(1)
Generation
(1)
Learning Types
(1)
Keywords
large language model
(3)
natural language inference
(1)
temporal reasoning
(1)
model evaluation
(1)
text summarization
(1)
language model evaluation
(1)
educational technology
(1)
error detection
(1)
probabilistic framework
(1)
support vector machine
(1)
failure detection
(1)
model benchmarking
(1)
reasoning chain
(1)
statistical guarantee
(1)
linguistic feature
(1)
automatic summarization
(1)
lecture video
(1)
learning experience
(1)
benchmark creation
(1)
soundness guarantee
(1)
Papers
Adaptively profiling models with task elicitation
EMNLP 2025
Probabilistic Soundness Guarantees in LLM Reasoning Chains
EMNLP 2025
Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience
ACL 2023
Generic Temporal Reasoning with Differential Analysis and Explanation
ACL 2023
Linguistic Properties of Truthful Response
ACL 2023