语言大模型 / LLM

Multilingual Contextualization of Large Language Models for Document-Level Machine Translation

Miguel Moura Ramos, Patrick Fernandes, Sweta Agrawal, André F. T. Martins

机构 * Instituto Superior Técnico, Universidade de Lisboa (ELLIS Unit Lisbon)（里斯本大学理工学院（ELLIS单位里斯本）） ； Instituto de Telecomunicações（电信研究所） ； Carnegie Mellon University（卡内基梅隆大学） ； Unbabel 纠错

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；prompting(abstract)

Comments COLM 2025

Grounding Multimodal Large Language Models with Quantitative Skin Attributes: A Retrieval Study

Max Torop, Masih Eskandar, Nicholas Kurtansky, Jinyang Liu, Jochen Weber, Octavia Camps, Veronica Rotemberg, Jennifer Dy, Kivanc Kose

机构 * Northeastern University（东北大学） ； Memorial Sloan Kettering Cancer Center（纪念斯隆凯特琳癌症中心） 纠错

专题命中 指令微调 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.LG

CrystalICL: Enabling In-Context Learning for Crystal Generation

Ruobing Wang, Qiaoyu Tan, Yili Wang, Ying Wang, Xin Wang

机构 * Jilin University（吉林大学） ； New York University Shanghai（纽约大学上海） 纠错

专题命中 指令微调 ：LLM(abstract)；large language model(abstract)；language model(abstract)；instruction tuning(abstract)

Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection

Harethah Abu Shairah, Hasan Abed Al Kader Hammoud, George Turkiyyah, Bernard Ghanem

机构 * King Abdullah University of Science and Technology (KAUST)（卡布尔大学科学与技术学院） 纠错

专题命中 指令微调 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Under Review

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation

Weiting Tan, Jiachen Lian, Hirofumi Inaguma, Paden Tomasello, Philipp Koehn, Xutai Ma

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Meta AI Research（Meta AI 研究） 纠错

专题命中 指令微调 ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2025 (Findings)

DentalBench: Benchmarking and Advancing LLMs Capability for Bilingual Dentistry Understanding

Hengchuan Zhu, Yihuan Xu, Yichen Li, Zijie Meng, Zuozhu Liu

机构 * Zhejiang University（浙江大学） ； ZJU-Angelalign R&D Center for Intelligence Healthcare（浙江大学智能医疗研发中心） 纠错

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；SFT(abstract)；分类 cs.CL、cs.AI

Estimating 2D Keypoints of Surgical Tools Using Vision-Language Models with Low-Rank Adaptation

Krit Duangprom, Tryphon Lambrou, Binod Bhattarai

机构 * University of Aberdeen（阿伯丁大学） 纠错

专题命中 指令微调 ：language model(title,abstract)

Comments Accepted to MICCAI 2025

TCIA: A Task-Centric Instruction Augmentation Method for Instruction Finetuning

Simin Ma, Shujian Liu, Jun Tan, Yebowen Hu, Song Wang, Sathish Reddy Indurthi, Sanqiang Zhao, Liwei Wu, Jianbing Han, Kaiqiang Song

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；instruction tuning(abstract)；分类 cs.AI

Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging

Hua Farn, Hsuan Su, Shachi H Kumar, Saurav Sahay, Shang-Tse Chen, Hung-yi Lee

机构 * National Taiwan University（国立台湾大学） ； Intel Lab（英特尔实验室） 纠错

专题命中 指令微调 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Comments EMNLP 2025 Findings

ArtFace: Towards Historical Portrait Face Identification via Model Adaptation

Francois Poh, Anjith George, Sébastien Marcel

机构 * Idiap Research Institute（IDiap研究 institute） 纠错

专题命中 指令微调 ：foundation model(abstract)；分类 cs.AI

Comments 4 pages, 3 figures. ArtMetrics @ ICCV 2025 (non-archival). Paper page at https://www.idiap.ch/paper/artface/