Results 251 to 260 of about 82,529 (316)

🚀 NLP Colloquium

Journal of Natural Language Processing
Ayana Niwa, Sho Yokoi, Junya Takayama, Itsumi Saito   +3 more
openaire   +1 more source

Review on enhancing clinical decision support system using machine learning

CAAI Transactions on Intelligence Technology, EarlyView.
Abstract Clinical decision‐making is a complex patient‐centred process. For an informed clinical decision, the input data is very thorough ranging from detailed family history, environmental history, social history, health‐risk assessments, and prior relevant medical cases.
Anum Masood, Usman Naseem, Junaid Rashid, Jungeun Kim, Imran Razzak   +4 more
wiley   +1 more source

CD39 mRNA therapy attenuates localized acute inflammation: A novel anti-inflammatory strategy using cationic nanoliposomes. [PDF]

Mol Ther Nucleic Acids
Philosof NR, Walsh APG, Xu B, Watson AMD, Ren S, Hann L, Nathaniel B, Nguyen A, Liu H, Shi P, Bongcaron V, Nguyen H, Noonan J, Avci-Adali M, Peter K, Vidallon MLP, Wang X.   +16 more
europepmc   +1 more source

Generating Compressed Counterfactual Hard Negative Samples for Graph Contrastive Learning

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Graph contrastive learning (GCL) relies on acquiring high‐quality positive and negative samples to learn the structural semantics of the input graph. Previous approaches typically sampled negative samples from the same training batch or an irrelevant external graph.
Haoran Yang, Hongxu Chen, Xiangyu Zhao, Sixiao Zhang, Xiangguo Sun, Qian Li, Hongzhi Yin, Guandong Xu   +7 more
wiley   +1 more source

Human rights violations reporting dataset. [PDF]

Data Brief
Djouvas C, Ioannidis N, Kovras I, Christodoulou C.   +3 more
europepmc   +1 more source

Multitype Game Optimisation: A Two‐Stage Fine‐Tuning Framework for Multi‑Game Optimisation With Large Language Models

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Large language models (LLMs) have made remarkable advances in natural language processing, demonstrating great potential in modelling structured sequences. However, adapting these capabilities to machine gaming tasks such as Go remains challenging due to limitations in strategy generalisation and optimisation efficiency.
Xiali Li, Jingshi Gu, Feifan He, Yang Xiao, Yuanli Jia, Ping Lan   +5 more
wiley   +1 more source

Commentary: The influence of linear and nonlinear pedagogy on motor skill performance: the moderating role of adaptability. [PDF]

Front Psychol
Praça GM, Abebe Y, De Oliveira Santos Silva G, Figueiredo LS, Diniz S, Aburachid LMC.   +5 more
europepmc   +1 more source

From Ambiguous Queries to Verifiable Insights: A Task‐Driven Framework for LLM‐Powered SOC Analysis⋆

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Security operations centre (SOC) analysts must investigate alerts, correlate threat intelligence and interpret heterogeneous telemetry under tight timing constraints. Although large language models (LLMs) offer strong understanding capabilities, directly applying them to SOC environments remains challenging due to semantic ambiguity in analyst
Huan Zhang, Haiyan Wang, Hao Tan, Liyi Zeng, Jingnan Li, Zhaoquan Gu   +5 more
wiley   +1 more source

M3LoRA: Flexible Task Adaptation via Multiple Low‐Rank Matrices With Mixture‐of‐Subspaces and Minor Singular Components Initialization

CAAI Transactions on Intelligence Technology, EarlyView.
ABSTRACT Parameter‐efficient fine‐tuning (PEFT) has become a crucial paradigm for domain adaptation, achieving strong performance by updating only a small fraction of model parameters. Among various PEFT methods, low‐rank adaptation (LoRA) is widely adopted due to its structural simplicity and computational efficiency.
Xu Luo, Yongbin Liu, Chunping Ouyang, Ying Yu, Yang Yang   +4 more
wiley   +1 more source

Exploratory association between multimodal AI-derived digital biomarkers and in-hospital mortality in adult patients with pneumonia: A proof-of-concept study. [PDF]

PLOS Digit Health
Hernández-Arango A, Arrieta DM, Díaz León CA, Castrillon JGP, Rondón-Carvajal J, Acosta MA, Restrepo D, Barrios W, Álvarez-López S, Vargas-Bonilla JF, García Arias HF, Garcés Echeverri JJ, Salazar-Martínez C, Quintero Montoya OL.   +13 more
europepmc   +1 more source