大模型对齐与安全

ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation

Siyou Li, Beining Xu, Yihao Luo, Dong Nie, Le Zhang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

An Eye for an Ear: Zero-shot Audio Description Leveraging an Image Captioner using Audiovisual Distribution Alignment

Hugo Malard, Michel Olvera, Stéphane Lathuiliere, Slim Essid

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.LG

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment

Orgest Xhelili, Yihong Liu, Hinrich Schütze

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments EMNLP 2024 Findings

Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed Counterfactuals

Yupei Wang, Renfen Hu, Zhe Zhao

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Recurrent Alignment with Hard Attention for Hierarchical Text Rating

Chenxi Lin, Jiayu Ren, Guoxiu He, Zhuoren Jiang, Haiyan Yu, Xiaomin Zhu

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments Accepted by EMNLP 2024 Main Conference

Improving Distribution Alignment with Diversity-based Sampling

Andrea Napoli, Paul White

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.LG

Comments DCASE 2024

Long-range gene expression prediction with token alignment of large language model

Edouardo Honig, Huixin Zhan, Ying Nian Wu, Zijun Frank Zhang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.LG

Comments 14 pages, 10 figures

Concept Space Alignment in Multilingual LLMs

Qiwei Peng, Anders Søgaard

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments EMNLP 2024

Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning

Wenwen Zhuang, Xin Huang, Xiantao Zhang, Jin Zeng

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

EAMA : Entity-Aware Multimodal Alignment Based Approach for News Image Captioning

Junzhe Zhang, Huixuan Zhang, Xunjian Yin, Xiaojun Wan

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable

Yuan Yin, Pegah Khayatan, Éloi Zablocki, Alexandre Boulch, Matthieu Cord

专题命中 其他安全 ：safety(title,abstract)；分类 cs.LG

Comments Accepted to ECCV 2024 W-CODA Workshop

Vision Language Model for Interpretable and Fine-grained Detection of Safety Compliance in Diverse Workplaces

Zhiling Chen, Hanning Chen, Mohsen Imani, Ruimin Chen, Farhad Imani

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI

Comments 20 pages, 7 figures

Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review

Tita A. Bach, Jenny K. Kristiansen, Aleksandar Babic, Alon Jacovi

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI

Comments Accepted for publication in IEEE Access

Journal ref Access-2024-19782

Impact of Decoding Methods on Human Alignment of Conversational LLMs

Shaz Furniturewala, Kokil Jaidka, Yashvardhan Sharma

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Enhancing Peak Assignment in 13C NMR Spectroscopy: A Novel Approach Using Multimodal Alignment

Hao Xu, Zhengyang Zhou, Pengyu Hong

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.LG

The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication

Tom Kouwenhoven, Max Peeperkorn, Bram van Dijk, Tessa Verhoef

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments Appeared at the 13th edition of the Workshop on Cognitive Modeling and Computational Linguistics (CMCL 2024)

Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition

Ke Bao, Chonghuan Yang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments 9 pages, 4 figures

Towards Complex Ontology Alignment using Large Language Models

Reihaneh Amini, Sanaz Saki Norouzi, Pascal Hitzler, Reza Amini

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

AI Control: Improving Safety Despite Intentional Subversion

Ryan Greenblatt, Buck Shlegeris, Kshitij Sachan, Fabien Roger

专题命中 其他安全 ：safety(title,abstract)；分类 cs.LG

Comments Edit: Fix minor typos, clarify abstract, add glossary, expand related work. ICML version: https://openreview.net/pdf?id=KviM5k8pcP

Automated Road Safety: Enhancing Sign and Surface Damage Detection with AI

Davide Merolla, Vittorio Latorre, Antonio Salis, Gianluca Boanelli

专题命中 其他安全 ：safety(title,abstract)；分类 cs.AI

Comments 16 pages, 10 figures

Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach

Sojung Lucia Kim, Taehong Jang, Joonmo Ahn

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments ACL2024 submitted

MuDiT & MuSiT: Alignment with Colloquial Expression in Description-to-Song Generation

Zihao Wang, Haoxuan Liu, Jiaxing Yu, Tao Zhang, Yan Liu, Kejun Zhang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

Comments 19 pages, 5 figures

KAE: A Property-based Method for Knowledge Graph Alignment and Extension

Daqian Shi, Xiaoyue Li, Fausto Giunchiglia

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:2405.02463

Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning

Jingshen Zhang, Xinying Qiu, Teng Shen, Wenyu Wang, Kailin Zhang, Wenhe Feng

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization

Chunrong Fang, Weisong Sun, Yuchen Chen, Xiao Chen, Zhao Wei, Quanjun Zhang, Yudu You, Bin Luo, Yang Liu, Zhenyu Chen

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.AI

Comments Accepted to IEEE Transactions on Software Engineering (TSE)

Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment

Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments Accepted by IEEE TPAMI 2024

Journal ref [J].IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Improving Weak-to-Strong Generalization with Reliability-Aware Alignment

Yue Guo, Yi Yang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment

Yunxin Li, Xinyu Chen, Baotian Hu, Haoyuan Shi, Min Zhang

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments 12 pages,4 figures; Accepted by ACL 2024 Main Conference

Using Multimodal Large Language Models for Automated Detection of Traffic Safety Critical Events

Mohammad Abu Tami, Huthaifa I. Ashqar, Mohammed Elhenawy

专题命中 其他安全 ：safety(title,abstract)；分类 cs.CY

Transferable speech-to-text large language model alignment module

Boyong Wu, Chao Yan, Haoran Pu

专题命中 其他安全 ：alignment(title,abstract)；分类 cs.CL

Comments Accepted by InterSpeech 2024; 5 pages, 2 figures