Search Results for author: A-Long Jin

Found 4 papers, 2 papers with code

Improving Factual Error Correction by Learning to Inject Factual Errors

no code implementations12 Dec 2023 Xingwei He, Qianru Zhang, A-Long Jin, Jun Ma, Yuan Yuan, Siu Ming Yiu

Given the lack of paired data (i. e., false claims and their corresponding correct claims), existing methods typically adopt the mask-then-correct paradigm.

Hallucination

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

2 code implementations29 Mar 2023 Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu Chen

Many natural language processing (NLP) tasks rely on labeled data to train machine learning models with high performance.

Information Retrieval Retrieval

Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning

no code implementations21 Oct 2022 Xingwei He, Yeyun Gong, A-Long Jin, Weizhen Qi, Hang Zhang, Jian Jiao, Bartuer Zhou, Biao Cheng, SM Yiu, Nan Duan

Commonsense generation aims to generate a realistic sentence describing a daily scene under the given concepts, which is very challenging, since it requires models to have relational reasoning and compositional generalization capabilities.

Relational Reasoning Re-Ranking +1

Cannot find the paper you are looking for? You can Submit a new open access paper.