151 citations · 461 across the 42 of their papers we have counts for
49 papers · 1 filter
BiCon-Gate: Consistency-Gated De-colloquialisation for Dialogue Fact-Checking
Hyunkyung Park, Arkaitz Zubiaga
Automated fact-checking in dialogue involves multi-turn conversations where colloquial language is frequent yet understudied. To address this gap, we propose a conservative rewrite…
Claim2Vec: Embedding Fact-Check Claims for Multilingual Similarity and Clustering
Rrubaa Panchendrarajan, Arkaitz Zubiaga
Recurrent claims present a major challenge for automated fact-checking systems designed to combat misinformation, especially in multilingual settings. While tasks such as claim mat…
ContextClaim: A Context-Driven Paradigm for Verifiable Claim Detection
Yufeng Li, Rrubaa Panchendrarajan, Arkaitz Zubiaga
Automated fact-checking pipelines typically begin with a filtering stage that decides which claims are worth verifying, given that the later evidence retrieval and verification com…
MultiCaption: Detecting disinformation using multilingual visual claims
Rafael Martins Frade, Rrubaa Panchendrarajan, Arkaitz Zubiaga
Online disinformation poses an escalating threat to society, driven increasingly by the rapid spread of misleading content across both multimedia and multilingual platforms. While…
Agent-based Automated Claim Matching with Instruction-following LLMs
Dina Pisarevskaya, Arkaitz Zubiaga
We present a novel agent-based approach for the automated claim matching task with instruction-following LLMs. We propose a two-step pipeline that first generates prompts with LLMs…
ALHD: A Large-Scale and Multigenre Benchmark Dataset for Arabic LLM-Generated Text Detection
Ali Khairallah, Arkaitz Zubiaga
We introduce ALHD, the first large-scale comprehensive Arabic dataset explicitly designed to distinguish between human- and LLM-generated texts. ALHD spans three genres (news, soci…