Magnifico: Evaluating the in-context learning ability of large language models to generalize to novel interpretations
Humans possess a remarkable ability to assign novel interpretations to linguistic
expressions, enabling them to learn new words and understand community-specific …
expressions, enabling them to learn new words and understand community-specific …
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition
G Xu, P Kordjamshidi, J Chai - arXiv preprint arXiv:2311.01580, 2023 - arxiv.org
Humans have the ability to learn novel compositional concepts by recalling and generalizing
primitive concepts acquired from past experiences. Inspired by this observation, in this …
primitive concepts acquired from past experiences. Inspired by this observation, in this …
Search if you don't know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models
Grammatical error correction (GEC) system is a practical task used in the real world,
showing high achievements alongside the development of large language models (LLMs) …
showing high achievements alongside the development of large language models (LLMs) …
Beyond Perplexity: Examining Temporal Generalization in Large Language Models via Definition Generation
I Luden, M Giulianelli, R Fernández - Computational Linguistics in …, 2024 - clinjournal.org
The advent of large language models (LLMs) has significantly improved performance across
various Natural Language Processing tasks. However, the performance of LLMs has been …
various Natural Language Processing tasks. However, the performance of LLMs has been …
Grounded Compositional Concept Learning
G Xu - 2024 - search.proquest.com
Humans learn concepts in a grounded and compositional manner. Such compositional and
grounding abilities enable humans to understand an endless variety of scenarios and …
grounding abilities enable humans to understand an endless variety of scenarios and …
[PDF][PDF] Conference Report: The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)
R Klinger - 2023 - romanklinger.de
Last week, May 2-6, 2023, the 17th Conference of the European Chapter of the Association
for Computational Linguistics (EACL) took place in Dubrovnik. I think this has been my first …
for Computational Linguistics (EACL) took place in Dubrovnik. I think this has been my first …