M. Reza Qorib

M. Reza Qorib

Reza is a postdoctoral fellow at Carnegie Mellon University. He completed his PhD at NUS under Professor Hwee Tou Ng, focusing on system combination and mixtures of experts for grammatical error correction, and continued working as a research fellow on the multilinguality of large language models. He actively contributes to the community through the SEACrowd projects, the ACL Special Interest Group on Southeast Asian NLP (SIGSEA), and by serving as a reviewer for ACL Rolling Review, AAAI, and other NLP conferences and journals.

mrqorib [at] cmu.edu

Research Topics

Large Language Models 7

Word Sense Disambiguation 1

Grammatical Error Correction 7

Speech Recognition 1

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts

Muhammad Reza Qorib, Alham Fikri Aji, and Hwee Tou Ng

Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). 2024

Large Language Models

Grammatical Error Correction

Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning?

Muhammad Reza Qorib, Moon Geonsik, and Hwee Tou Ng

Findings of the Annual Meeting of the Association for Computational Linguistics (ACL). 2024

Word Sense Disambiguation

Large Language Models

System Combination via Quality Estimation for Grammatical Error Correction

Muhammad Reza Qorib and Hwee Tou Ng

Conference on Empirical Methods in Natural Language Processing (EMNLP). 2023

Grammatical Error Correction

WAMP: Writing, Annotation, and Marking Platform

Geonsik Moon, Muhammad Reza Qorib, Daniel Dahlmeier, Hwee Tou Ng

Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics: System Demonstrations (AACL). 2023

Grammatical Error Correction

Grammatical Error Correction: A Survey of the State of the Art

Christopher Bryant, Zheng Yuan, Muhammad Reza Qorib, Hannan Cao, Hwee Tou Ng, Ted Briscoe

Computational Linguistics. 2023

Grammatical Error Correction