LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
The fine-tuning of open-source large language models (LLMs) for machine translation has
recently received considerable attention, marking a shift towards data-centric research from …
recently received considerable attention, marking a shift towards data-centric research from …
Towards the Machine Translation of Scientific Neologisms
Scientific research continually discovers and invents new concepts, which are then referred
to by new terms, neologisms, or neonyms in this context. As the vast majority of publications …
to by new terms, neologisms, or neonyms in this context. As the vast majority of publications …
LexMatcher: Dictionary-centric Data Collection for LLM-based Machine Translation
The fine-tuning of open-source large language models (LLMs) for machine translation has
recently received considerable attention, marking a shift towards data-centric research from …
recently received considerable attention, marking a shift towards data-centric research from …
HarmonicEval: Multi-modal, Multi-task, Multi-criteria Automatic Evaluation Using a Vision Language Model
Vision-language models (VLMs) have shown impressive abilities in text and image
understanding. However, existing metrics for evaluating the text generated by VLMs focus …
understanding. However, existing metrics for evaluating the text generated by VLMs focus …
ReFF: Reinforcing Format Faithfulness in Language Models across Varied Tasks
J Yao, H Huang, Z Liu, H Wen, W Su, B Qian… - arXiv preprint arXiv …, 2024 - arxiv.org
Following formatting instructions to generate well-structured content is a fundamental yet
often unmet capability for large language models (LLMs). To study this capability, which we …
often unmet capability for large language models (LLMs). To study this capability, which we …
ZeUS: An Unified Training Framework for Constrained Neural Machine Translation
M Yang - IEEE Access, 2024 - ieeexplore.ieee.org
Unlike general translation, constrained translation necessitates the proper use of predefined
restrictions, such as specific terminologies and entities, during the translation process …
restrictions, such as specific terminologies and entities, during the translation process …
Vers la traduction automatique des néologismes scientifiques
La recherche scientifique découvre et invente continuellement de nouveaux concepts qui
sont alors désignés par de nouveaux termes, des néologismes, ou néonymes dans ce …
sont alors désignés par de nouveaux termes, des néologismes, ou néonymes dans ce …
[PDF][PDF] Bridging the Gap Between Wikipedians and Scientists with Terminology-Aware Translation: A Case Study in Turkish
GG Şahin - openreview.net
This project addresses the gap between the escalating volume of English-to-Turkish
Wikipedia translations and the insufficient number of contributors, particularly in technical …
Wikipedia translations and the insufficient number of contributors, particularly in technical …
大規模言語モデル時代の機械翻訳の展望
東山翔平 - jxiv.jst.go.jp
大規模言語モデル時代の機械翻訳の展望 Page 1 大規模言語モデル時代の機械翻訳の展望 東山
翔平 ∗ 国立研究開発法人情報通信研究機構 ユニバーサルコミュニケーション研究所 ∗ 責任著者 …
翔平 ∗ 国立研究開発法人情報通信研究機構 ユニバーサルコミュニケーション研究所 ∗ 責任著者 …