Linyang He
5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (13) π§ Keyword Pioneer
π
Renaissance Researcher
(6)
π
Keyword Champion
(3)
π₯
Mega-Team
(26)
Conferences
ACL (2)
COLING (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
minimal pair
(3)
large language model
(2)
self-supervised learning
(1)
syntactic parsing
(1)
semantic analysis
(1)
syntactic analysis
(1)
multilingual pretraining
(1)
language acquisition
(1)
low-resource language
(1)
pretrained language model
(1)
transformer encoder
(1)
internal representation
(1)
morphological complexity
(1)
neural language model
(1)
speech representation
(1)
semantic feature
(1)
multilingual benchmark
(1)
linguistic competence
(1)
speech language model
(1)
conceptual understanding
(1)
Papers
BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data
EACL 2026
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence
ACL 2025
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs
ACL 2025
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations
EMNLP 2025
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs
COLING 2024