Peiran Yao
6 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(26)
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The Questioner
Venues
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Research topics
Natural Language Processing
(6)
Applications
(4)
Artificial Intelligence
(3)
Core AI
(3)
Resources & Methods
(3)
Understanding
(3)
Machine Learning
(2)
Generation
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(3)
prompt engineering
(2)
knowledge distillation
(1)
natural language inference
(1)
in-context learning
(1)
relation extraction
(1)
entity linking
(1)
commonsense knowledge
(1)
semantic parsing
(1)
semantic analysis
(1)
evaluation methodology
(1)
abstract meaning representation
(1)
constrained sampling
(1)
knowledge graph
(1)
language model
(1)
weak-to-strong generalization
(1)
textual entailment
(1)
learning by teaching
(1)
reasoning improvement
(1)
open-domain question answering
(1)
Papers
Accurate and Nuanced Open-QA Evaluation Through Textual Entailment
ACL 2024
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
NeurIPS 2024
Language Resources From Prominent Born-Digital Humanities Texts are Still Needed in the Age of LLMs
EMNLP 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM
ACL 2024
NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools
EACL 2023
WordTies: Measuring Word Associations in Language Models via Constrained Sampling
EMNLP 2022