Search Results for author: Xiao-Yu Guo

Found 5 papers, 0 papers with code

DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding

no code implementations24 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.

Language Modelling Multiple-choice

Complex Reading Comprehension Through Question Decomposition

no code implementations7 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.

Language Modelling Multi-Hop Reading Comprehension

Teaching Neural Module Networks to Do Arithmetic

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.

Understanding Unnatural Questions Improves Reasoning 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.

Natural Questions Question Answering

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