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Ruiliu Fu

2 accepted papers

2022

Ask Question First for Enhancing Lifelong Language Learning

COLING 2022main

Lifelong language learning aims to stream learning NLP tasks while retaining knowledge of previous tasks. Previous works based on the language model and following data-free constraint approaches have explored formatting all data as “begin token (B) + context (C) + question (Q) + answer (A)” for diff…

2021

Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable

EMNLP 2021finding

Multi-hop QA requires the machine to answer complex questions through finding multiple clues and reasoning, and provide explanatory evidence to demonstrate the machine’s reasoning process. We propose Relation Extractor-Reader and Comparator (RERC), a three-stage framework based on complex question d…