Search Results for author: Jixing Li

Found 8 papers, 2 papers with code

Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly

1 code implementation6 Apr 2024 Changjiang Gao, Hongda Hu, Peng Hu, Jiajun Chen, Jixing Li, ShuJian Huang

In this paper, we propose CLiKA, a systematic framework to assess the cross-lingual knowledge alignment of LLMs in the Performance, Consistency and Conductivity levels, and explored the effect of multilingual pretraining and instruction tuning on the degree of alignment.

Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models

no code implementations7 Mar 2024 Changjiang Gao, Jixing Li, Jiajun Chen, ShuJian Huang

Drawing on the key-value memory interpretation of transformer feed-forward network blocks, we introduce the Composition Score, a novel model-based metric designed to quantify the degree of meaning composition during sentence comprehension.

Sentence

Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention

1 code implementation29 Oct 2023 Changjiang Gao, ShuJian Huang, Jixing Li, Jiajun Chen

Recent large language models (LLMs) have revealed strong abilities to understand natural language.

Quantifying Discourse Support for Omitted Pronouns

no code implementations COLING (CRAC) 2022 Shulin Zhang, Jixing Li, John Hale

Pro-drop is commonly seen in many languages, but its discourse motivations have not been well characterized.

Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese

no code implementations WS 2018 Jixing Li, Murielle Fabre, Wen-Ming Luh, John Hale

Typological differences between English and Chinese suggest stronger reliance on salience of the antecedent during pronoun resolution in Chinese.

Temporal Lobes as Combinatory Engines for both Form and Meaning

no code implementations WS 2016 Jixing Li, Jonathan Brennan, Adam Mahar, John Hale

The relative contributions of meaning and form to sentence processing remains an outstanding issue across the language sciences.

regression Sentence

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