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Pengfei Hong

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Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations

Jan 17, 2024
Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria

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

Jun 15, 2023
Yew Ken Chia, Pengfei Hong, Lidong Bing, Soujanya Poria

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Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction

May 26, 2023
Qi Sun, Kun Huang, Xiaocui Yang, Pengfei Hong, Kun Zhang, Soujanya Poria

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

May 04, 2023
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumdar, Somak Aditya, Soujanya Poria

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

Nov 12, 2022
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

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CIDER: Commonsense Inference for Dialogue Explanation and Reasoning

Jun 01, 2021
Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

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MIME: MIMicking Emotions for Empathetic Response Generation

Oct 04, 2020
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria

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Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

Sep 14, 2020
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria

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