publications

2024

1. preprint

   Improving Model Factuality with Fine-grained Critique-based Evaluator

   Yiqing Xie, Wenxuan Zhou, Pradyot Prakash, Di Jin, Yuning Mao, Quintin Fettes, Arya Talebzadeh, Sinong Wang, Han Fang, Carolyn Rose, Daniel Fried, and Hejia Zhang

   (preprint, 2024)
2. preprint

   CodeRAG-Bench: Can Retrieval Augment Code Generation?

   Zora Zhiruo Wang, Akari Asai, Xinyan Velocity Yu, Frank F. Xu, Yiqing Xie, Graham Neubig, and Daniel Fried

   (preprint, 2024)

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3. preprint

   CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks

   Yiqing Xie, Alex Xie, Divyanshu Sheth, Pengfei Liu, Daniel Fried, and Carolyn Rose

   (preprint, 2024)

   PDF
4. ACL

   DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation

   Yiqing Xie, Sheng Zhang, Hao Cheng, Pengfei Liu, Zelalem Gero, Cliff Wong, Tristan Naumann, Hoifung Poon, and Carolyn Rose

   In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL, 2024)

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2023

1. EMNLP Findings

   Data Augmentation for Code Translation with Comparable Corpora and Multiple References

   Yiqing Xie, Atharva Naik, Daniel Fried, and Carolyn Rose

   In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings, 2023)

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2. ACL

   Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers

   Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie, Alvin Cheung, Jianfeng Gao, and Xia Song

   In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL, 2023)

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3. SIGIR

   Unsupervised Dense Retrieval Training with Web Anchors

   Yiqing Xie, Xiao Liu, and Chenyan Xiong

   In Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, 2023)

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2022

1. EMNLP Findings

   Open-Vocabulary Argument Role Prediction For Event Extraction

   Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, and Jiawei Han

   In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings, 2022)

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2. preprint

   P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization

   Sha Li, Liyuan Liu, Yiqing Xie, Heng Ji, and Jiawei Han

   (preprint, 2022)

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3. ACL Findings

   Eider: Evidence-enhanced Document-level Relation Extraction

   Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, and Jiawei Han

   In Findings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL Findings, 2022)

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4. WWW

   KoMen: Domain Knowledge-Guided Few-Shot Interaction Recommendation on Multiplex Networks

   Yiqing Xie, Zhen Wang, Carl Yang, Yaliang Li, Hongbo Deng, Bolin Ding, and Jiawei Han

   In Proceedings of the Web Conference (WWW, 2022)

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2020

1. EMNLP

   Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning

   Yuning Mao, Yanru Qu, Yiqing Xie, Xiang Ren, and Jiawei Han

   In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP, 2020)

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2. KDD

   CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring

   Jiaxin Huang, Yiqing Xie, Yu Meng, Yunyi Zhang, and Jiawei Han

   In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD, 2020)

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3. IJCAI

   When Do GNNs Work: Understanding and Improving Neighborhood Aggregation

   Yiqing Xie*, Sha Li*, Carl Yang, Raymond Chi-Wing Wong, and Jiawei Han

   In Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI, 2020)

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4. WWW

   Guiding Corpus-Based Set Expansion by Auxiliary Sets Generation and Co-Expansion

   Jiaxin Huang*, Yiqing Xie*, Yu Meng, Jiaming Shen, Yunyi Zhang, and Jiawei Han

   In Proceedings of The Web Conference (WWW, 2020)

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