Zobrazeno 1 - 10
of 5 617
pro vyhledávání: '"A, Cambria"'
Large Language Models (LLMs) are capable of generating persuasive Natural Language Explanations (NLEs) to justify their answers. However, the faithfulness of these explanations should not be readily trusted at face value. Recent studies have proposed
Externí odkaz:
http://arxiv.org/abs/2410.14155
Autor:
Yang, Zonglin, Liu, Wanhao, Gao, Ben, Xie, Tong, Li, Yuqiang, Ouyang, Wanli, Poria, Soujanya, Cambria, Erik, Zhou, Dongzhan
Scientific discovery contributes largely to human society's prosperity, and recent progress shows that LLMs could potentially catalyze this process. However, it is still unclear whether LLMs can discover novel and valid hypotheses in chemistry. In th
Externí odkaz:
http://arxiv.org/abs/2410.07076
Autor:
Hu, Guimin, Xin, Yi, Lyu, Weimin, Huang, Haojian, Sun, Chang, Zhu, Zhihong, Gui, Lin, Cai, Ruichu, Cambria, Erik, Seifi, Hasti
Multimodal affective computing (MAC) has garnered increasing attention due to its broad applications in analyzing human behaviors and intentions, especially in text-dominated multimodal affective computing field. This survey presents the recent trend
Externí odkaz:
http://arxiv.org/abs/2409.07388
Foundational Large Language Models (LLMs) have changed the way we perceive technology. They have been shown to excel in tasks ranging from poem writing and coding to essay generation and puzzle solving. With the incorporation of image generation capa
Externí odkaz:
http://arxiv.org/abs/2409.00105
Autor:
Lin, Qika, Zhu, Yifan, Mei, Xin, Huang, Ling, Ma, Jingying, He, Kai, Peng, Zhen, Cambria, Erik, Feng, Mengling
The rapid development of artificial intelligence has constantly reshaped the field of intelligent healthcare and medicine. As a vital technology, multimodal learning has increasingly garnered interest due to data complementarity, comprehensive modeli
Externí odkaz:
http://arxiv.org/abs/2408.12880
The nitrogen-vacancy (NV) center in diamond is a solid-state spin defect that has been widely adopted for quantum sensing and quantum information processing applications. Typically, experiments are performed either with a single isolated NV center or
Externí odkaz:
http://arxiv.org/abs/2408.11715
Autor:
Luo, Meng, Fei, Hao, Li, Bobo, Wu, Shengqiong, Liu, Qian, Poria, Soujanya, Cambria, Erik, Lee, Mong-Li, Hsu, Wynne
While existing Aspect-based Sentiment Analysis (ABSA) has received extensive effort and advancement, there are still gaps in defining a more holistic research target seamlessly integrating multimodality, conversation context, fine-granularity, and al
Externí odkaz:
http://arxiv.org/abs/2408.09481
In this survey, we address the key challenges in Large Language Models (LLM) research, focusing on the importance of interpretability. Driven by increasing interest from AI and business sectors, we highlight the need for transparency in LLMs. We exam
Externí odkaz:
http://arxiv.org/abs/2407.15248
Key Point Analysis (KPA) aims for quantitative summarization that provides key points (KPs) as succinct textual summaries and quantities measuring their prevalence. KPA studies for arguments and reviews have been reported in the literature. A majorit
Externí odkaz:
http://arxiv.org/abs/2407.14049
Autor:
Ong, Keane, Mao, Rui, Satapathy, Ranjan, Filho, Ricardo Shirota, Cambria, Erik, Sulaeman, Johan, Mengaldo, Gianmarco
Publikováno v:
Information Fusion.115 (2025) 102726
Sustainability commonly refers to entities, such as individuals, companies, and institutions, having a non-detrimental (or even positive) impact on the environment, society, and the economy. With sustainability becoming a synonym of acceptable and le
Externí odkaz:
http://arxiv.org/abs/2407.17487