Yuekun Yao
8 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
❓
The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Applications
(3)
Resources & Methods
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Application Areas
(1)
Keywords
compositional generalization
(3)
large language model
(2)
sequence-to-sequence model
(2)
language model
(2)
semantic parsing
(2)
generalization capability
(1)
neural network optimization
(1)
syntactic parsing
(1)
perplexity evaluation
(1)
language acquisition
(1)
inductive bia
(1)
automatic speech recognition
(1)
label noise
(1)
out-of-distribution detection
(1)
generalization performance
(1)
multi-hop reasoning
(1)
implicit reasoning
(1)
cross-linguistic analysis
(1)
out-of-distribution data
(1)
data augmentation
(1)
Papers
Anything Goes? A Crosslinguistic Study of (Im)possible Language Learning in LMs
ACL 2025
Language models can learn implicit multi-hop reasoning, but only if they have lots of training data
EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning
EMNLP 2025
Predicting generalization performance with correctness discriminators
EMNLP 2024
Simple and effective data augmentation for compositional generalization
NAACL 2024
SLOG: A Structural Generalization Benchmark for Semantic Parsing
EMNLP 2023
Structural generalization is hard for sequence-to-sequence models
EMNLP 2022
ELITR Non-Native Speech Translation at IWSLT 2020
ACL 2020