Pengfei Hong

Joined

November 2021

Names

Pengfei Hong (Preferred)

Emails

****@sutd.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Singapore University of Technology and Design (sutd.edu.sg)

2021 – 2025

Undergrad student

Singapore University of Technology and Design (sutd.edu.sg)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Soujanya Poria

2021 – 2025

Expertise

No areas of expertise listed

Publications

Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations
Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
- CoRR 2024
- Readers: Everyone
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- Cogn. Comput. 2023
- Readers: Everyone
Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction
Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria
- CoRR 2023
- Readers: Everyone
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt
Xiaocui Yang, Shi Feng, Daling Wang, Sun Qi, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria
- CoRR 2023
- Readers: Everyone
Multiple Contrastive Learning for Multimodal Sentiment Analysis
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria
- ICASSP 2023
- Readers: Everyone
Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt
Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria
- ACL (Findings) 2023
- Readers: Everyone
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
- Published: 01 Jan 2023, Last Modified: 08 Jun 2023
- CoRR 2023
- Readers: Everyone
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models
Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- CoRR 2023
- Readers: Everyone
A Robust Information-Masking Approach for Domain Counterfactual Generation
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
- Published: 01 Jan 2023, Last Modified: 03 Oct 2023
- ACL (Findings) 2023
- Readers: Everyone

View all 17 publications

Co-Authors

View all 28 co-authors