Papers with Code · CC BY-SA 4.0

Table-based Fact Verification

15 평가 기록 1 datasets

Verifying facts given semi-structured data.

논문

TabFact: A Large-scale Dataset for Table-based Fact Verification

1909.02164 2019-09-05 이 페이지의 평가 2건

Test: 65.12Val: 66.1

ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics

2412.14146 2024-12-18 이 페이지의 평가 1건

Test: 93.1

Binding Language Models in Symbolic Languages

2210.02875 2022-10-06 이 페이지의 평가 1건

Test: 86.0Val: -

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

2401.04398 2024-01-09 이 페이지의 평가 1건

Test: 86.61Val: -

Efficient Prompting for LLM-based Generative Internet of Things

2406.10382 2024-06-14 이 페이지의 평가 1건

Test: 85.77

Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning

2301.13808 2023-01-31 이 페이지의 평가 1건

Test: 93.0

NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization

2406.17961 2024-06-25 이 페이지의 평가 1건

Test: 68.90

PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training

2211.02816 2022-11-05 이 페이지의 평가 1건

Test: 89.3Val: 89.2

ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples

2210.12374 2022-10-22 이 페이지의 평가 1건

Test: 84.9Val: 84.6

Table-based Fact Verification with Salience-aware Learning

2109.04053 2021-09-09 이 페이지의 평가 1건

Test: 82.1Val: 82.7

TabSQLify: Enhancing Reasoning Capabilities of LLMs Through Table Decomposition

2404.10150 2024-04-15 이 페이지의 평가 1건

Test: 79.5

TAPEX: Table Pre-training via Learning a Neural SQL Executor

2107.07653 2021-07-16 이 페이지의 평가 1건

Test: 84.2Val: 84.6

Understanding tables with intermediate pre-training

2010.00571 2020-10-01 이 페이지의 평가 1건

Test: 81.0Val: 81.0

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

2201.05966 2022-01-16 이 페이지의 평가 1건

Test: 83.68Val: 83.97