SOTAVerified

Table-based Fact Verification

Verifying facts given semi-structured data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 26 papers

TitleStatusHype
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning ExamplesCode1
Binding Language Models in Symbolic LanguagesCode2
Table-based Fact Verification with Self-labeled Keypoint Alignment—0
Table-based Fact Verification with Self-adaptive Mixture of ExpertsCode0
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsCode2
Table-based Fact Verification with Self-adaptive Mixture of Experts—0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—0
Exploring Decomposition for Table-based Fact VerificationCode0
Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact VerificationCode0
Table-based Fact Verification with Salience-aware LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ARTEMIS-DATest93.1—Unverified
2DaterTest93—Unverified
3PASTATest89.3—Unverified
4Chain-of-TableTest86.61—Unverified
5BinderTest86—Unverified
6Tab-PoTTest85.77—Unverified
7ReasTAP-LargeTest84.9—Unverified
8TAPEX-LargeTest84.2—Unverified
9T5-3b(UnifiedSKG)Test83.68—Unverified
10Salience-aware TAPASTest82.1—Unverified