4 ms·
That approach does a lot better, but LLMs still have positional bias problem baked into the transformer architecture (https://arxiv.org/html/2406.07791v1 https:
by yompal 2y ago
That approach does a lot better, but LLMs still have positional bias problem baked into the transformer architecture (https://arxiv.org/html/2406.07791v1 https://arxiv.org/html/2406.07791v1).
This is where the LLM biases selecting information earlier in the prompt than later, which is unfortunate for tool selection accuracy.
Since 2 steps are required anyways, might as well use a dedicated semantic search for tools like in agents.json.
- paradite 2y agoInteresting. This is the first time I am hearing about intrinsic positional bias for LLM. I had some intuition on this but nothing concrete.