no code implementations • 24 Oct 2023 • Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari
One representative benchmark for its study is Social Intelligence Queries (Social-IQ), a dataset of multiple-choice questions on videos of complex social interactions.
no code implementations • 7 Nov 2022 • Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari
Multi-hop reading comprehension requires not only the ability to reason over raw text but also the ability to combine multiple evidence.
no code implementations • COLING 2022 • Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari
Answering complex questions that require multi-step multi-type reasoning over raw text is challenging, especially when conducting numerical reasoning.
no code implementations • Findings (EMNLP) 2021 • Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari
Numerical reasoning skills are essential for complex question answering (CQA) over text.
no code implementations • COLING 2020 • Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari
A prominent approach to this task is based on the programmer-interpreter framework, where the programmer maps the question into a sequence of reasoning actions which is then executed on the raw text by the interpreter.