LCS: A language converter strategy for zero-shot neural machine translation

Z Sun, Y Liu, F Meng, J Xu, Y Chen, J Zhou - arxiv preprint arxiv …, 2024 - arxiv.org
Multilingual neural machine translation models generally distinguish translation directions
by the language tag (LT) in front of the source or target sentences. However, current LT …

Supervised chain of thought

X Zhang, D Ding - arxiv preprint arxiv:2410.14198, 2024 - arxiv.org
Large Language Models (LLMs) have revolutionized natural language processing and hold
immense potential for advancing Artificial Intelligence. However, the core architecture of …

Lost in Translation: When GPT-4V (ision) Can't See Eye to Eye with Text. A Vision-Language-Consistency Analysis of VLLMs and Beyond

X Zhang, S Li, Z Wu, N Shi - arxiv preprint arxiv:2310.12520, 2023 - arxiv.org
Recent advancements in multimodal techniques open exciting possibilities for models
excelling in diverse tasks involving text, audio, and image processing. Models like GPT-4V …

A Novel Approach to Semic Analysis: Extraction of Atoms of Meaning to Study Polysemy and Polyreferentiality

V Bonato, GM Di Nunzio, F Vezzani - Languages, 2024 - mdpi.com
Semic analysis is a linguistic technique aimed at methodically factorizing the meaning of
terms into a collection of minimum non-decomposable atoms of meaning. In this study, we …