大模型对齐与安全

A Japanese-Chinese Parallel Corpus Using Crowdsourcing for Web Mining

Masaaki Nagata, Makoto Morishita, Katsuki Chousa, Norihito Yasuda

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

Comments Work in progress

Automated Repair of AI Code with Large Language Models and Formal Verification

Yiannis Charalambous, Edoardo Manino, Lucas C. Cordeiro

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Science based AI model certification for new operational environments with application in traffic state estimation

Daryl Mupupuni, Anupama Guntu, Liang Hong, Kamrul Hasan, Leehyun Keel

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 7 Pages, 5 figures, \c{opyright}2024 IEEE INTERNATIONAL CONFERENCE on ELECTRO/INFORMATION TECHNOLOGY

A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments

Joyce Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua Danish, Noel Enyedy, Gautam Biswas

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

Spatial Clustering Approach for Vessel Path Identification

Mohamed Abuella, M. Amine Atoui, Slawomir Nowaczyk, Simon Johansson, Ethan Faghan

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments Keywords: Spatial clustering, vessel path identification, maritime transportation, average nearest neighbor distance, hierarchical clustering, likelihood estimation. This preprint has 12 pages, 14 figures, 2 tables

Journal ref IEEE ACCESS, 2024

Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models

Aylin Gunal, Baihan Lin, Djallel Bouneffouf

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

Comments 5 pages excluding references, 3 figures; accepted at Clinical NLP Workshop @ NAACL 2024

CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization

Zheyan Qu, Lu Yin, Zitong Yu, Wenbo Wang, Xing zhang

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

Personalized Autonomous Driving with Large Language Models: Field Experiments

Can Cui, Zichong Yang, Yupeng Zhou, Yunsheng Ma, Juanwu Lu, Lingxi Li, Yaobin Chen, Jitesh Panchal, Ziran Wang

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models

Duygu Altinok

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments accepted to SemEval-2024, ranked 9th on Task 2

How does GPT-2 Predict Acronyms? Extracting and Understanding a Circuit via Mechanistic Interpretability

Jorge García-Carrasco, Alejandro Maté, Juan Trujillo

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Journal ref Jorge García-Carrasco, Alejandro Maté, Juan Carlos Trujillo Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, PMLR 238:3322-3330, 2024

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

Xingxing Zuo, Pouya Samangouei, Yunwen Zhou, Yan Di, Mingyang Li

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

Comments Project page: https://xingxingzuo.github.io/fmgs

Course Recommender Systems Need to Consider the Job Market

Jibril Frej, Anna Dai, Syrielle Montariol, Antoine Bosselut, Tanja Käser

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

Comments accepted at SIGIR 2024 as a perspective paper. Camera Ready will come soon

AMEND: A Mixture of Experts Framework for Long-tailed Trajectory Prediction

Ray Coden Mercurius, Ehsan Ahmadi, Soheil Mohamad Alizadeh Shabestary, Amir Rasouli

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

How Could AI Support Design Education? A Study Across Fields Fuels Situating Analytics

Ajit Jain, Andruid Kerne, Hannah Fowler, Jinsil Seo, Galen Newman, Nic Lupfer, Aaron Perrine

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

Comments 31 pages, 3 figures, Submitted to ACM

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM

Timin Gao, Peixian Chen, Mengdan Zhang, Chaoyou Fu, Yunhang Shen, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Xing Sun, Liujuan Cao, Rongrong Ji

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

Comments The project page is available at https://ggg0919.github.io/cantor/

Explainable AI models for predicting liquefaction-induced lateral spreading

Cheng-Hsi Hsiao, Krishna Kumar, Ellen Rathje

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

Comments to be published in "Frontiers in Built Environment"

Machine Learning Applied to the Detection of Mycotoxin in Food: A Review

Alan Inglis, Andrew Parnell, Natarajan Subramani, Fiona Doohan

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 39 pages, 8 figures, review paper

Reducing Human-Robot Goal State Divergence with Environment Design

Kelsey Sikes, Sarah Keren, Sarath Sreedharan

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

Comments 8 pages, 1 figure

EventLens: Leveraging Event-Aware Pretraining and Cross-modal Linking Enhances Visual Commonsense Reasoning

Mingjie Ma, Zhihuan Yu, Yichao Ma, Guohui Li

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

Transformer Fusion with Optimal Transport

Moritz Imfeld, Jacopo Graldi, Marco Giordano, Thomas Hofmann, Sotiris Anagnostidis, Sidak Pal Singh

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

Comments Appears at International Conference on Learning Representations (ICLR), 2024. M. Imfeld, J. Graldi, and M. Giordano are the first authors and contributed equally to this work

AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning

Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

LibriSQA: A Novel Dataset and Framework for Spoken Question Answering with Large Language Models

Zihan Zhao, Yiyang Jiang, Heyang Liu, Yanfeng Wang, Yu Wang

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

Select and Reorder: A Novel Approach for Neural Sign Language Production

Harry Walsh, Ben Saunders, Richard Bowden

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

Comments 8 Pages, 5 Figures, 7 Tables, LREC-COLING 2024

Bootstrapping Linear Models for Fast Online Adaptation in Human-Agent Collaboration

Benjamin A Newman, Chris Paxton, Kris Kitani, Henny Admoni

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

Comments 10 pages, 4 figures, Accepted to AAMAS 2024

Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents

Renxi Wang, Haonan Li, Xudong Han, Yixuan Zhang, Timothy Baldwin

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

Comments Agent, LLM, Large Language Model

Bridging the Gap between Different Vocabularies for LLM Ensemble

Yangyifan Xu, Jinliang Lu, Jiajun Zhang

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

Comments Accepted to the main conference of NAACL 2024

Characterizing Soft-Error Resiliency in Arm's Ethos-U55 Embedded Machine Learning Accelerator

Abhishek Tyagi, Reiley Jeyapaul, Chuteng Zhu, Paul Whatmough, Yuhao Zhu

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

A Novel Paradigm Boosting Translation Capabilities of Large Language Models

Jiaxin Guo, Hao Yang, Zongyao Li, Daimeng Wei, Hengchao Shang, Xiaoyu Chen

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

Comments Accepted in NAACL 2024

PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations

Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Yang Song, Wee Peng Tay, Tianyu Geng, Xingchao Jian

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

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2024), Vancouver, Canada, 2024

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions

Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen

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

Comments accepted by Transaction of ACL, pre-MIT version