2024年12月30日 · 🌟 We propose a designed multi-agent framework with three agents (i.e., a translator, an advisor and an evaluator) to synthesize the MT samples with long thought. There are 22,264 synthesized samples in total. 🌟 We train DRT-o1-8B, DRT-o1-7B and DRT-o1-14B using Llama-3.1-8B-Instruct, Qwen2.5-7B-Instruct and Qwen2.5-14B-Instruct as backbones.

2024年12月23日 · In this paper, we introduce DRT, an attempt to bring the success of long CoT to neural machine translation (MT). Specifically, in view of the literature books that might involve similes and metaphors, translating these texts to a target language is very difficult in practice due to cultural differences.

2024年12月26日 · DRT-o1系统通过引入多代理框架和长链推理方法，为神经机器翻译领域带来了突破性的进展。 它不仅提升了翻译的准确性和流畅度，更为复杂文学文本的翻译提供了新的解决方案。

In this paper, we introduce DRT-o1, an attempt to bring the success of long CoT to neural machine translation (MT). Specifically, in view of the literature books that might involve similes and metaphors, translating these texts to a target language is very difficult in practice due to cultural differences.

2024年12月29日 · drt-o1 是腾讯研究院推出的文学翻译系列 ai 模型，通过长链思考推理技术显著提升翻译质量，特别擅长处理比喻和隐喻等修辞手法。 DRT-o1：腾讯推出专注于文学翻译的 AI 模型，擅长理解比喻和隐喻等修辞手法，在翻译时保留原文的情感色彩

2024年12月25日 · Researchers from Tencent Inc. have developed an innovative system called DRT-o1 to overcome these limitations. It comprises of two variants: They are built upon the Qwen2.5 backbones and integrate a novel multi-agent framework to address the intricacies of metaphorical and idiomatic translation.

2024年12月26日 · The DRT-o1 system introduces groundbreaking advancements in the field of neural machine translation through its multi-agent framework and long-chain reasoning methods. It not only enhances the accuracy and fluency of translations but also provides new solutions for translating complex literary texts.

DRT-o1 by Tencent Research, an advanced neural MT model. With long CoT, multi-agent collab, it excels in handling complex content like metaphors. Ideal for lit, cross-cultural & academic translations. ... is a step towards much more natural human-computer interaction—it accepts as input any combination of text, audio, and image and generates ...

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In formal linguistics, discourse representation theory (DRT) is a framework for exploring meaning under a formal semantics approach.