4 papers
Question-Specific Knowledge Graphs for Efficient Visual Reasoning
Ting-Chih Chen, Emile van Krieken, Shujian Yu +1
Recent work in visual question answering has shown that vision-language models can exhibit strong reasoning capabilities by translating visual inputs into textual representations.…
AgentSelect: Benchmark for Narrative Query-to-Agent Recommendation
Yunxiao Shi, Wujiang Xu, Tingwei Chen +7
LLM agents are rapidly becoming the practical interface for task automation, yet the ecosystem lacks a principled way to choose among an exploding space of deployable configuration…
M-QUEST -- Meme Question-Understanding Evaluation on Semantics and Toxicity
Stefano De Giorgis, Ting-Chih Chen, Filip Ilievski
Internet memes are a powerful form of online communication, yet their nature and reliance on commonsense knowledge make toxicity detection challenging. Identifying key features for…
MetaSumPerceiver: Multimodal Multi-Document Evidence Summarization for Fact-Checking
Ting-Chih Chen, Chia-Wei Tang, Chris Thomas
Fact-checking real-world claims often requires reviewing multiple multimodal documents to assess a claim's truthfulness, which is a highly laborious and time-consuming task. In thi…