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Guchun Zhang

2 accepted papers

2026

A Benchmark for Deep Information Synthesis

ICLR 2026poster

Large language model (LLM)-based agents are increasingly used to solve complex tasks involving tool use, such as web browsing, code execution, and data analysis. However, current evaluation benchmarks do not adequately assess their ability to solve real-world tasks that require synthesizing informat…

Cited by 0SourceScholar
2023

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems

EMNLP 2023long main

Achieving robust language technologies that can perform well across the world's many languages is a central goal of multilingual NLP. In this work, we take stock of and empirically analyse task performance disparities that exist between multilingual task-oriented dialogue (ToD) systems. We first def…

Cited by 0SourceScholar