Meng Cao

According to our database, Meng Cao authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation.

Ziling Cheng, Meng Cao, Leila Pishdad, Yanshuai Cao, Jackie Chi Kit Cheung

CoRR, May, 2025

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs.

Ziling Cheng, Meng Cao, Marc-Antoine Rondeau, Jackie Chi Kit Cheung

CoRR, May, 2025

Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs.

Ziling Cheng, Meng Cao, Marc-Antoine Rondeau, Jackie CK Cheung

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Mechanisms of non-factual hallucinations in language models.

Lei Yu, Meng Cao, Jackie Chi Kit Cheung, Yue Dong

CoRR, 2024

Successor Features for Efficient Multi-Subject Controlled Text Generation.

Meng Cao, Mehdi Fatemi, Jackie C. K. Cheung, Samira Shabanian

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations.

Lei Yu, Meng Cao, Jackie C. K. Cheung, Yue Dong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Successor Features for Efficient Multisubject Controlled Text Generation.

Meng Cao, Mehdi Fatemi, Jackie Chi Kit Cheung, Samira Shabanian

CoRR, 2023

Systematic Rectification of Language Models via Dead-end Analysis.

Meng Cao, Mehdi Fatemi, Jackie C. K. Cheung, Samira Shabanian

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Responsible AI Considerations in Text Summarization Research: A Review of Current Practices.

Yu Lu Liu, Meng Cao, Su Lin Blodgett, Jackie Chi Kit Cheung, Alexandra Olteanu, Adam Trischler

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Learning with Rejection for Abstractive Text Summarization.

Meng Cao, Yue Dong, Jingyi He, Jackie Chi Kit Cheung

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization.

Meng Cao, Yue Dong, Jackie Chi Kit Cheung

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Inspecting the Factuality of Hallucinated Entities in Abstractive Summarization.

Meng Cao, Yue Dong, Jackie Chi Kit Cheung

CoRR, 2021

2020

TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion.

Jiapeng Wu, Meng Cao, Jackie Chi Kit Cheung, William L. Hamilton

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Factual Error Correction for Abstractive Summarization Models.

Meng Cao, Yue Dong, Jiapeng Wu, Jackie Chi Kit Cheung

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Referring Expression Generation Using Entity Profiles.

Meng Cao, Jackie Chi Kit Cheung

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019