Papers with VDoc
More Bang for your Context: Virtual Documents for Question Answering over Long Documents (2024.findings-emnlp)
Copied to clipboard
| Challenge: | Large language models struggle to utilize long contexts efficiently, resulting in a question answering problem. |
| Approach: | They propose a method to generate a short document that contains the most relevant parts for a given context window. |
| Outcome: | The proposed method improves the QA task by providing a short and focused VDoc to the LLM while keeping the context window full. |