TSVer is a new benchmark dataset for fact verification against time-series evidence, with 304 annotated real-world claims, 400 time series, verdicts, and justifications, plus baseline results showing current models struggle.
Title resolution pending
3 Pith papers cite this work, alongside 52 external citations. Polarity classification is still indexing.
3
Pith papers citing it
52
external citations · external index
representative citing papers
Decontextualized, hyperlink-anchored evidence premises from fact-check articles improve retrieval and verdict prediction, released as the PrimeFacts resource.
Althea integrates retrieval-augmented reasoning with varying levels of user scaffolding to improve fact-checking accuracy and foster persistent improvements in critical thinking.
citing papers explorer
-
TSVer: A Benchmark for Fact Verification Against Time-Series Evidence
TSVer is a new benchmark dataset for fact verification against time-series evidence, with 304 annotated real-world claims, 400 time series, verdicts, and justifications, plus baseline results showing current models struggle.
-
From Articles to Premises: Building PrimeFacts, an Extraction Methodology and Resource for Fact-Checking Evidence
Decontextualized, hyperlink-anchored evidence premises from fact-check articles improve retrieval and verdict prediction, released as the PrimeFacts resource.
-
Althea: Human-AI Collaboration for Fact-Checking and Critical Reasoning
Althea integrates retrieval-augmented reasoning with varying levels of user scaffolding to improve fact-checking accuracy and foster persistent improvements in critical thinking.