Paper | Code | Accuracy | FEVER | ModelName | ReleaseDate |
---|---|---|---|---|---|
ProoFVer: Natural Logic Theorem Proving for Fact Verification | ✓ Link | 79.47 | 76.82 | ProoFVer-SB | 2021-08-25 |
Reasoning Over Semantic-Level Graph for Fact Checking | 76.85 | 70.60 | DREAM | 2019-09-09 | |
Paragraph-based Transformer Pre-training for Multi-Sentence Inference | ✓ Link | 75.36 | RoBERTa-Base Joint MSPP Flexible | 2022-05-02 | |
Paragraph-based Transformer Pre-training for Multi-Sentence Inference | ✓ Link | 74.39 | RoBERTa-Base Joint MSPP | 2022-05-02 | |
Fine-grained Fact Verification with Kernel Graph Attention Network | ✓ Link | 74.1 | 70.4 | KGAT | 2019-10-22 |
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | ✓ Link | 72.5 | RAG | 2020-05-22 | |
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification | ✓ Link | 71.6 | 67.1 | GEAR | 2019-07-22 |