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Changying Hao

2 accepted papers

2024

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion

NAACL 2024long

Query expansion, pivotal in search engines, enhances the representation of user information needs with additional terms. While existing methods expand queries using retrieved or generated contextual documents, each approach has notable limitations. Retrieval-based methods often fail to accurately ca…

2021

Sketch and Customize: A Counterfactual Story Generator

AAAI 2021technical

Recent text generation models are easy to generate relevant and fluent text for the given text, while lack of causal reasoning ability when we change some parts of the given text. Counterfactual story rewriting is a recently proposed task to test the causal reasoning ability for text generation mode…