Yulong Chen

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 28

Top Topics

Comprehensive Evaluation

Recent Advances

Top Venues

EMNLP (Findings)

Publications

Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs. ACL (Findings) (2024)
Jianhao Yan, Pingchuan Yan, Yulong Chen, Judy Li, Xianchao Zhu, Yue Zhang
GPT-4 vs. Human Translators: A Comprehensive Evaluation of Translation Quality Across Languages, Domains, and Expertise Levels. CoRR (2024)
Naihao Deng, Zhenjie Sun, Ruiqi He, Aman Sikka, Yulong Chen, Lin Ma, Yue Zhang, Rada Mihalcea
Tables as Images? Exploring the Strengths and Limitations of LLMs on Multimodal Representations of Tabular Data. CoRR (2024)
Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Michael Zhu, Yue Zhang
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation. CoRR (2023)
Yufan Wu, Yinghui He, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models. EMNLP (Findings) (2023)
Yinghui He, Yufan Wu, Yilin Jia, Rada Mihalcea, Yulong Chen, Naihao Deng
HI-TOM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models. CoRR (2023)
Naihao Deng, Yikai Liu, Mingye Chen, Winston Wu, Siyang Liu, Yulong Chen, Yue Zhang, Rada Mihalcea
EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms. CoRR (2023)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization. ACL (1) (2023)
Yulong Chen, Huajian Zhang, Yijie Zhou, Xuefeng Bai, Yueguan Wang, Ming Zhong, Jianhao Yan, Yafu Li, Judy Li, Xianchao Zhu, Yue Zhang
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation. ACL (1) (2023)
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
MACSum: Controllable Summarization with Mixed Attributes. Trans. Assoc. Comput. Linguistics 11 (2023)
Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. CoRR (2023)
Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang
The Cross-lingual Conversation Summarization Challenge. CoRR (2022)
Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang
DialogSum Challenge: Results of the Dialogue Summarization Shared Task. CoRR (2022)
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
MACSum: Controllable Summarization with Mixed Attributes. CoRR (2022)
Xuefeng Bai, Yulong Chen, Yue Zhang
Graph Pre-training for AMR Parsing and Generation. CoRR (2022)
Naihao Deng, Yulong Chen, Yue Zhang
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. CoRR (2022)
Xuefeng Bai, Yulong Chen, Yue Zhang
Graph Pre-training for AMR Parsing and Generation. ACL (1) (2022)
Naihao Deng, Yulong Chen, Yue Zhang
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect. COLING (2022)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
AdaPrompt: Adaptive Model Training for Prompt-based NLP. CoRR (2022)
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning. CoRR (2022)
Yulong Chen, Yang Liu, Li Dong, Shuohang Wang, Chenguang Zhu, Michael Zeng, Yue Zhang
AdaPrompt: Adaptive Model Training for Prompt-based NLP. EMNLP (Findings) (2022)
Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang
Semantic Representation for Dialogue Modeling. CoRR (2021)
Yulong Chen, Yang Liu, Yue Zhang
DialogSum Challenge: Summarizing Real-Life Scenario Dialogues. INLG (2021)
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset. ACL/IJCNLP (Findings) (2021)
Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang
On Compositional Generalization of Neural Machine Translation. ACL/IJCNLP (1) (2021)
Yulong Chen, Yang Liu, Liang Chen, Yue Zhang
DialogSumm: A Real-Life Scenario Dialogue Summarization Dataset. CoRR (2021)
Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang
Semantic Representation for Dialogue Modeling. ACL/IJCNLP (1) (2021)
Yafu Li, Yongjing Yin, Yulong Chen, Yue Zhang
On Compositional Generalization of Neural Machine Translation. CoRR (2021)