most citedConstruction Grammar Provides Unique Insight into Neural Language Models

10 citations · 15 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CL2024

Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs

David R. Mortensen, Valentina Izrailevitch, Yunze Xiao +2

Lexical-syntactic flexibility, in the form of conversion (or zero-derivation) is a hallmark of English morphology. In conversion, a word with one part of speech is placed in a non-…

cs.CL20241 cited

UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies

Leonie Weissweiler, Nina Böbel, Kirian Guiller +11

The Universal Dependencies (UD) project has created an invaluable collection of treebanks with contributions in over 140 languages. However, the UD annotations do not tell the full…

cs.CL2024

Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena

Leonie Weissweiler, Abdullatif Köksal, Hinrich Schütze

Argument Structure Constructions (ASCs) are one of the most well-studied construction groups, providing a unique opportunity to demonstrate the usefulness of Construction Grammar (…

cs.CL20232 cited

Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model

Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban +10

Large language models (LLMs) have recently reached an impressive level of linguistic capability, prompting comparisons with human language skills. However, there have been relative…

cs.CL20231 cited

A Crosslingual Investigation of Conceptualization in 1335 Languages

Yihong Liu, Haotian Ye, Leonie Weissweiler +4

Languages differ in how they divide up the world into concepts and words; e.g., in contrast to English, Swahili has a single concept for `belly' and `womb'. We investigate these di…

cs.CL20231 cited

How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives

Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze +1

Recently, various intermediate layer distillation (ILD) objectives have been shown to improve compression of BERT models via Knowledge Distillation (KD). However, a comprehensive e…