Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models — mentioned by vinni2

Sat, 06 Apr 2024 17:52:34 GMT

So using LLMs to fact-check LLMs with Google results? There are non-LLM fact-checkers out there [1] which aggregate search results from more diverse sources and which are shown to outperform LLMs [2]. [1] https://editor.factiverse.ai [2] https://arxiv.org/abs/2402.12147

Paper and discussion history. A mention is not an endorsement.

Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models — mentioned by vinni2

Sat, 06 Apr 2024 15:45:59 GMT

Ok but bigger issue is there is evidence that the LLMs are not better than specialized models for fact-checking. https://arxiv.org/abs/2402.12147

Paper and discussion history. A mention is not an endorsement.

Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models · HackerPapers discussions

Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models — mentioned by vinni2

Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models — mentioned by vinni2