Linyang He

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (2) COLING (1) EACL (1) EMNLP (1)

Top co-authors

Ercong Nie (3) Nima Mesgarani (3) Helmut Schmid (2) Jonathan Brennan (2) Qiaolin Wang (1) Akari Haga (1) Xilin Jiang (1) Jonathan R. Brennan (1) Pouya Sadeghi (1) Jaap Jumelet (1)

Research topics

Artificial Intelligence (4) Natural Language Processing (4) Core AI (4) Machine Learning (3) Core Methods (2) Resources & Methods (2) Deep Learning (1) Interdisciplinary (1) Speech & Audio (1) Analysis (1) Application Areas (1) Applications (1) Architectures (1) Linguistics (1) Understanding (1)

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) pre-trained 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 Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations EMNLP 2025 XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025 Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs COLING 2024