An Ensemble Machine Learning Model For the Early Detection of Sepsis From Clinical Data. - Mengsha Fu; Jiabin Yuan; Menglin Lu; Pengfei Hong; Mei Zeng (CinC, 2019)

MIME: MIMicking Emotions for Empathetic Response Generation. - Navonil Majumder; Pengfei Hong; Shanshan Peng; Jiankun Lu; Deepanway Ghosal; Alexander F. Gelbukh; Rada Mihalcea; Soujanya Poria (EMNLP (1), 2020)

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. - Deepanway Ghosal; Pengfei Hong; Siqi Shen; Navonil Majumder; Rada Mihalcea; Soujanya Poria (SIGDIAL, 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)

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. - Xiaocui Yang; Shi Feng 001; Daling Wang; Pengfei Hong; Soujanya Poria (CoRR, 2022)

A Robust Information-Masking Approach for Domain Counterfactual Generation. - Pengfei Hong; Rishabh Bhardwaj; Navonil Majumder; Somak Aditya; Soujanya Poria (ACL (Findings), 2023)

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. - Qi Sun; Kun Huang; Xiaocui Yang; Pengfei Hong; Kun Zhang; Soujanya Poria (ACL (1), 2023)

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. - Xiaocui Yang; Shi Feng 001; Daling Wang; Qi Sun; Wenfang Wu; Yifei Zhang 003; Pengfei Hong; Soujanya Poria (ACL (Findings), 2023)

Multiple Contrastive Learning for Multimodal Sentiment Analysis. - Xiaocui Yang; Shi Feng 001; Daling Wang; Pengfei Hong; Soujanya Poria (ICASSP, 2023)

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. - Pengfei Hong; Rishabh Bhardwaj; Navonil Majumder; Somak Aditya; Soujanya Poria (CoRR, 2023)

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. - Xiaocui Yang; Shi Feng 001; Daling Wang; Sun Qi; Wenfang Wu; Yifei Zhang 003; Pengfei Hong; Soujanya Poria (CoRR, 2023)

INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models. - Yew Ken Chia; Pengfei Hong; Lidong Bing; Soujanya Poria (CoRR, 2023)

Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks. - Hui Chen 023; Pengfei Hong; Wei Han 002; Navonil Majumder; Soujanya Poria (Cogn. Comput., 2023)

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)

Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. - Pengfei Hong; Navonil Majumder; Deepanway Ghosal; Somak Aditya; Rada Mihalcea; Soujanya Poria (ACL (Findings), 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 (ACL (1), 2025)

NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks. - Chia-Yu Hung; Qi Sun; Pengfei Hong; Amir Zadeh 001; Chuan Li; U-Xuan Tan; Navonil Majumder; Soujanya Poria (CoRR, 2025)