Pengfei Hong

According to our database, Pengfei Hong authored at least 17 papers between 2019 and 2025.

Collaborative distances:

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

2025

NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks.

Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, Navonil Majumder, Soujanya Poria

CoRR, April, 2025

Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning.

Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria

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

Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions.

Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

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

2023

Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks.

Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria

Cogn. Comput., March, 2023

INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models.

Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria

CoRR, 2023

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

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

CoRR, 2023

Multiple Contrastive Learning for Multimodal Sentiment Analysis.

Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

Proceedings of the IEEE International Conference on Acoustics, 2023

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

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

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction.

Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

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

2022

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts.

Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

CoRR, 2022

2021

Recognizing Emotion Cause in Conversations.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea

Cogn. Comput., 2021

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning.

Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

2020

MIME: MIMicking Emotions for Empathetic Response Generation.

Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria

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

2019

An Ensemble Machine Learning Model For the Early Detection of Sepsis From Clinical Data.

Mengsha Fu, Jiabin Yuan, Menglin Lu, Pengfei Hong, Mei Zeng

Proceedings of the 46th Computing in Cardiology, 2019