Datasets › ConvFinQA
ConvFinQA (Conversational Finance Question Answering)
ConvFinQA is a dataset designed to study the chain of numerical reasoning in conversational question answering. The dataset contains 3892 conversations containing 14115 questions where 2715 of the conversations are simple conversations, and the rest 1,177 are hybrid conversations.
Source: ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering
Image Source: https://arxiv.org/pdf/2210.03849.pdf
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Question Answering | ConvFinQA | GPT-4 (8k) Execution Accuracy 76.48 | Are ChatGPT and GPT-4 General-Purpose Solvers for... | — | 3 | Compare |
| Conversational Question Answering | ConvFinQA | APOLLO Execution Accuracy 78.76 | APOLLO: An Optimized Training Approach for Long-form... | gasolsun36/iter-cot +2 | 2 | Compare |
Papers archive 2025-07-28
3 shown of 3 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 38. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks | 0 | 2 | 10 May 2023 | not harvested |
| APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning | 3 | 1 | 14 Dec 2022 | not harvested |
| ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering | 1 | 2 | 7 Oct 2022 | ran 1 of 8 samples (7 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- ConvFinQA
1 variant name, as the archive lists them.
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