语言大模型 / LLM

NOWJ@COLIEE 2025: A Multi-stage Framework Integrating Embedding Models and Large Language Models for Legal Retrieval and Entailment

Hoang-Trung Nguyen, Tan-Minh Nguyen, Xuan-Bach Le, Tuan-Kiet Le, Khanh-Huyen Nguyen, Ha-Thanh Nguyen, Thi-Hai-Yen Vuong, Le-Minh Nguyen

机构 * VNU University of Engineering and Technology（越南工程大学） ； Japan Advanced Institute of Science and Technology（日本先进科学研究院） ； Center for Juris-Informatics, ROIS-DS（法律信息中心，ROIS-DS） ； Research and Development Center for Large Language Models, NII（大型语言模型研发中心，NII） 纠错

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

SciGPT: A Large Language Model for Scientific Literature Understanding and Knowledge Discovery

Fengyu She, Nan Wang, Hongfei Wu, Ziyi Wan, Jingmian Wang, Chang Wang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；foundation model(abstract)；分类 cs.CL

From Limited Data to Rare-event Prediction: LLM-powered Feature Engineering and Multi-model Learning in Venture Capital

Mihir Kumar, Aaron Ontoyin Yin, Zakari Salifu, Kelvin Amoaba, Afriyie Kwesi Samuel, Fuat Alican, Yigit Ihlamur

机构 * University of Oxford（牛津大学） ； Vela Research（维拉研究） 纠错

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 3 figures

Who Gets Seen in the Age of AI? Adoption Patterns of Large Language Models in Scholarly Writing and Citation Outcomes

Farhan Kamrul Khan, Hazem Ibrahim, Nouar Aldahoul, Talal Rahwan, Yasir Zaki

专题命中 领域大模型 ：large language model(title)；language model(title)

Comments 11 pages, 5 figures

Building High-Quality Datasets for Portuguese LLMs: From Common Crawl Snapshots to Industrial-Grade Corpora

Thales Sales Almeida, Rodrigo Nogueira, Helio Pedrini

机构 * Institute of Computing, University of Campinas（计算机学院，坎皮纳斯大学） ； Maritaca AI 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；pretraining(abstract)

All for law and law for all: Adaptive RAG Pipeline for Legal Research

Figarri Keisha, Prince Singh, Pallavi, Dion Fernandes, Aravindh Manivannan, Ilham Wicaksono, Faisal Ahmad, Wiem Ben Rim

机构 * University College London（伦敦大学学院） 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments submitted to NLLP 2025 Workshop

<think> So let's replace this phrase with insult... </think> Lessons learned from generation of toxic texts with LLMs

Sergey Pletenev, Daniil Moskovskiy, Alexander Panchenko

机构 * AIRI ； Skoltech 纠错

专题命中 领域大模型 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Retrieval-Augmented VLMs for Multimodal Melanoma Diagnosis

Jihyun Moon, Charmgil Hong

机构 * Handong Global University（-handong全球大学） 纠错

专题命中 领域大模型 ：language model(abstract)；prompting(abstract)；分类 cs.AI、cs.LG

Comments Medical Image Computing and Computer-Assisted Intervention (MICCAI) ISIC Skin Image Analysis Workshop (MICCAI ISIC) 2025; 10 pages

Vision-Language Semantic Aggregation Leveraging Foundation Model for Generalizable Medical Image Segmentation

Wenjun Yu, Yinchen Zhou, Jia-Xuan Jiang, Shubin Zeng, Yuee Li, Zhong Wang

机构 * organization= School of Information Science \& Engineering, Lanzhou University , addressline= , city= Lanzhou , postcode= 730000 , country= China 纠错

专题命中 领域大模型 ：foundation model(title)

Comments 29 pages and 8 figures

Algorithmic Tradeoffs, Applied NLP, and the State-of-the-Art Fallacy

AJ Alvero, Ruohong Dong, Klint Kanopka, David Lang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)

Domain Knowledge is Power: Leveraging Physiological Priors for Self Supervised Representation Learning in Electrocardiography

Nooshin Maghsoodi, Sarah Nassar, Paul F R Wilson, Minh Nguyen Nhat To, Sophia Mannina, Shamel Addas, Stephanie Sibley, David Maslove, Purang Abolmaesumi, Parvin Mousavi

机构 * School of Computing, Queen’s University（女王大学计算机学院） ； Vector Institute（向量研究所） ； Department of Electrica（电气系） 纠错

专题命中 领域大模型 ：pretraining(abstract)；分类 cs.AI、cs.LG

RoboChemist: Long-Horizon and Safety-Compliant Robotic Chemical Experimentation

Zongzheng Zhang, Chenghao Yue, Haobo Xu, Minwen Liao, Xianglin Qi, Huan-ang Gao, Ziwei Wang, Hao Zhao

专题命中 领域大模型 ：language model(abstract)

Comments Accepted to CoRL 2025, Project Page: https://zzongzheng0918.github.io/RoboChemist.github.io/