2304.02182v2 (1).pdf- “Unleashing the Translation Power of ChatGPT: Designing Effective Prompts” – “Enhancing Translation Performance with Context Domain Information in ChatGPT” – “Improving Translation Quality with Few-shot Prompts in ChatGPT” – “The Impact of Correct Information in Prompts on ChatGPT’s Translation” – “Exploring the Effectiveness of Translation Prompts in ChatGPT” – “In-context Learning for Language Models: Advantages and Applications” – “Prefix-tuning and Few-shot Learning: Boosting Language Models for Translation”

– ChatGPT is a powerful pre-trained language model.
– Naive prompts for ChatGPT have performance gaps.

– ChatGPT is a powerful pre-trained language model developed by OpenAI.
– ChatGPT is built upon GPT-3.5 and optimized with Reinforcement Learning from Human Feedback (RLHF).
– ChatGPT has surprising abilities in natural language understanding and generation.
– ChatGPT can perform human-like tasks such as writing poems and fixing coding bugs.
– ChatGPT exhibits a performance gap compared to other commercial translation systems.

– ChatGPT can achieve better translation results than commercial systems.
– Properly designed prompts can enhance ChatGPT’s translation performance.

– Proposed translation prompts enhance ChatGPT’s translation performance.
– ChatGPT achieves superior performance compared to commercial systems.

– ChatGPT achieves better translation results than commercial systems.
– Properly designed prompts can unleash ChatGPT’s translation power.

– ChatGPT achieves superior performance compared to commercial systems in translation.
– Incorporating POS tags boosts ChatGPT’s performance in many translation directions.
– However, there is a performance drop in some translation directions.

– ChatGPT is a language model that can understand and generate sentences.
– It can also be used for machine translation, which means translating sentences from one language to another.
– The researchers in this paper found that using specific prompts can make ChatGPT better at translation.
– They tested different prompts and found that they improved ChatGPT’s translation performance.
– They also tested prompts that only had a few examples, and those also helped improve translation.
– Overall, using the right prompts can make ChatGPT better at translating sentences.