129 citations · 276 across the 19 of their papers we have counts for
12 papers · 1 filter
Cross-Policy Compliance Detection via Question Answering
Marzieh Saeidi, Majid Yazdani, Andreas Vlachos
Policy compliance detection is the task of ensuring that a scenario conforms to a policy (e.g. a claim is valid according to government rules or a post in an online platform confor…
Improving Scheduled Sampling with Elastic Weight Consolidation for Neural Machine Translation
Michalis Korakakis, Andreas Vlachos
Despite strong performance in many sequence-to-sequence tasks, autoregressive models trained with maximum likelihood estimation suffer from exposure bias, i.e. the discrepancy betw…
A Survey on Automated Fact-Checking
Zhijiang Guo, Michael Schlichtkrull, Andreas Vlachos
Fact-checking has become increasingly important due to the speed with which both information and misinformation can spread in the modern media ecosystem. Therefore, researchers hav…
ProoFVer: Natural Logic Theorem Proving for Fact Verification
Amrith Krishna, Sebastian Riedel, Andreas Vlachos
Fact verification systems typically rely on neural network classifiers for veracity prediction which lack explainability. This paper proposes ProoFVer, which uses a seq2seq model t…
DeliData: A dataset for deliberation in multi-party problem solving
Georgi Karadzhov, Tom Stafford, Andreas Vlachos
Group deliberation enables people to collaborate and solve problems, however, it is understudied due to a lack of resources. To this end, we introduce the first publicly available…
Evidence-based Factual Error Correction
James Thorne, Andreas Vlachos
This paper introduces the task of factual error correction: performing edits to a claim so that the generated rewrite is better supported by evidence. This extends the well-studied…