Towards Linguistically-informed Representations for English as a Second or Foreign Language: Review, Construction and Application

2026-04-10

AI Summary

This study addresses the lack of knowledge-intensive representations capturing the unique linguistic system of English as a Second or Foreign Language (ESFL) in existing language resources. Grounded in constructivist theory, it pioneers the application of Construction Grammar to ESFL modeling, treating constructions as fundamental units to build a syntactic–semantic mapping resource that encompasses both ESFL and standard English. Through manual annotation, the project establishes a high-quality gold-standard semantic corpus comprising 1,643 sentences. A pilot study successfully validates the linguistic niche hypothesis, demonstrating the framework’s innovative capacity to characterize ESFL-specific phenomena and its potential to advance theoretical and applied research in second language acquisition.

Technology Category

• Natural Language Processing: Lexical Semantics and Morphology
• Knowledge Representation and Reasoning: Knowledge Representation Languages
• Cognitive Modeling & Cognitive Systems: Conceptual Inference and Reasoning

Application Category

• Semantics and Knowledge: Data modeling to support human-machine intelligence, including LLMs agents, intelligent system behavior, explanations, and user-friendly interactions
• Search and Retrieval-Augmented AI: Multilingual and cross-lingual Web search
• Web Mining and Content Analysis: Mining multimedia, multimodal, multilingual, cross-lingual Web data

Abstract

The widespread use of English as a Second or Foreign Language (ESFL) has sparked a paradigm shift: ESFL is not seen merely as a deviation from standard English but as a distinct linguistic system in its own right. This shift highlights the need for dedicated, knowledge-intensive representations of ESFL. In response, this paper surveys existing ESFL resources, identifies their limitations, and proposes a novel solution. Grounded in constructivist theories, the paper treats constructions as the fundamental units of analysis, allowing it to model the syntax--semantics interface of both ESFL and standard English. This design captures a wide range of ESFL phenomena by referring to syntactico-semantic mappings of English while preserving ESFL's unique characteristics, resulting a gold-standard syntactico-semantic resource comprising 1643 annotated ESFL sentences. To demonstrate the sembank's practical utility, we conduct a pilot study testing the Linguistic Niche Hypothesis, highlighting its potential as a valuable tool in Second Language Acquisition research.

Problem

• English as a Second or Foreign Language
• linguistic representation
• syntax-semantics interface
• Second Language Acquisition
• constructions

Innovation

• construction grammar
• syntactico-semantic interface
• English as a Second or Foreign Language (ESFL)
• semantic resource
• Linguistic Niche Hypothesis