Ting-Chih Chen — accepted AI-conference papers

2024

M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection

Chia-Wei Tang, Ting-Chih Chen, Kiet A. Nguyen, Kazi Sajeed Mehrab, Alvi Md Ishmam, Chris Thomas

EMNLP 2024main

Fact-checking claims is a highly laborious task that involves understanding how each factual assertion within the claim relates to a set of trusted source materials. Existing approaches make sample-level predictions but fail to identify the specific aspects of the claim that are troublesome and the…

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2024

MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking

Ting-Chih Chen, Chia-Wei Tang, Chris Thomas

ACL 2024long

Fact-checking real-world claims often requires reviewing multiple multimodal documents in order to assess the claim’s truthfulness, a highly laborious and time-consuming task. In this paper, we present a summarization model crafted to generate claim-specific summaries useful for fact-checking from m…

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