大模型对齐与安全

Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?

Yichi Zhang, Jiayi Pan, Yuchen Zhou, Rui Pan, Joyce Chai

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

Comments Accepted at EMNLP 2023 main conference

A Multilingual Virtual Guide for Self-Attachment Technique

Alicia Jiayun Law, Ruoyu Hu, Lisa Alazraki, Anandha Gopalan, Neophytos Polydorou, Abbas Edalat

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Journal ref 2022 IEEE 4th International Conference on Cognitive Machine Intelligence (CogMI)

Artificial intelligence in government: Concepts, standards, and a unified framework

Vincent J. Straub, Deborah Morgan, Jonathan Bright, Helen Margetts

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

Comments 35 pages with references and appendix, 3 tables, 2 figures

An Empirical Study of AI Generated Text Detection Tools

Arslan Akram

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 15 Pages, 4 Figures, 2 Tables, 42 References

Journal ref 2023

Distilling Large Vision-Language Model with Out-of-Distribution Generalizability

Xuanlin Li, Yunhao Fang, Minghua Liu, Zhan Ling, Zhuowen Tu, Hao Su

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

Comments Published at International Conference on Computer Vision (ICCV) 2023. Poster at https://xuanlinli17.github.io/pdfs/iccv23_large_vlm_distillation_poster.pdf

Contextualized Structural Self-supervised Learning for Ontology Matching

Zhu Wang

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

Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer

Fei Wang, Kuan-Hao Huang, Kai-Wei Chang, Muhao Chen

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

Comments AACL 2023

Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts

Thanh Thi Nguyen, Campbell Wilson, Janis Dalins

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Large Language Models in Analyzing Crash Narratives -- A Comparative Study of ChatGPT, BARD and GPT-4

Maroa Mumtarin, Md Samiullah Chowdhury, Jonathan Wood

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Tackling Vision Language Tasks Through Learning Inner Monologues

Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

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

VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control

Zi-Yuan Hu, Yanyang Li, Michael R. Lyu, Liwei Wang

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

Comments ICCV 2023 (17 pages, 6 figures, 22 tables)

AI Text-to-Behavior: A Study In Steerability

David Noever, Sam Hyams

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

AI on the Road: A Comprehensive Analysis of Traffic Accidents and Accident Detection System in Smart Cities

Victor Adewopo, Nelly Elsayed, Zag Elsayed, Murat Ozer, Victoria Wangia-Anderson, Ahmed Abdelgawad

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

Comments 8,8

ZeroQuant-FP: A Leap Forward in LLMs Post-Training W4A8 Quantization Using Floating-Point Formats

Xiaoxia Wu, Zhewei Yao, Yuxiong He

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

QI2 -- an Interactive Tool for Data Quality Assurance

Simon Geerkens, Christian Sieberichs, Alexander Braun, Thomas Waschulzik

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models?

Zihao Jiang, Yunkai Dang, Dong Pang, Huishuai Zhang, Weiran Huang

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

Effects of Explanation Specificity on Passengers in Autonomous Driving

Daniel Omeiza, Raunak Bhattacharyya, Nick Hawes, Marina Jirotka, Lars Kunze

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

"That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks

Edoardo Mosca, Shreyash Agarwal, Javier Rando, Georg Groh

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments ACL 2022

GPT4GEO: How a Language Model Sees the World's Geography

Jonathan Roberts, Timo Lüddecke, Sowmen Das, Kai Han, Samuel Albanie

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Collaborative Development of NLP models

Fereshte Khani, Marco Tulio Ribeiro

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

There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering

Ankush Agarwal, Sakharam Gawade, Sachin Channabasavarajendra, Pushpak Bhattacharyya

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Liability regimes in the age of AI: a use-case driven analysis of the burden of proof

David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sánchez, Emilia Gómez

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

Comments Paper published at the Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research, Vol. 76 (2023), pp. 613-644

Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency

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

RoentGen: Vision-Language Foundation Model for Chest X-ray Generation

Pierre Chambon, Christian Bluethgen, Jean-Benoit Delbrouck, Rogier Van der Sluijs, Małgorzata Połacin, Juan Manuel Zambrano Chaves, Tanishq Mathew Abraham, Shivanshu Purohit, Curtis P. Langlotz, Akshay Chaudhari

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

Comments 19 pages

Artificial Intelligence and Life in 2030: The One Hundred Year Study on Artificial Intelligence

Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram Kalyanakrishnan, Ece Kamar, Sarit Kraus, Kevin Leyton-Brown, David Parkes, William Press, AnnaLee Saxenian, Julie Shah, Milind Tambe, Astro Teller

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

Comments 52 pages, https://ai100.stanford.edu/2016-report

GERNERMED++: Transfer Learning in German Medical NLP

Johann Frei, Ludwig Frei-Stuber, Frank Kramer

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

LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging

Andy Rosenbaum, Saleh Soltan, Wael Hamza, Yannick Versley, Markus Boese

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

Comments Accepted to The 29th International Conference on Computational Linguistics (COLING 2022) October 12-17, 2022, Gyeongju, Republic of Korea https://coling2022.org/

TWEET-FID: An Annotated Dataset for Multiple Foodborne Illness Detection Tasks

Ruofan Hu, Dongyu Zhang, Dandan Tao, Thomas Hartvigsen, Hao Feng, Elke Rundensteiner

专题命中 其他安全 ：safety(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments LREC 2022

Blockchain associated machine learning and IoT based hypoglycemia detection system with auto-injection feature

Rahnuma Mahzabin, Fahim Hossain Sifat, Sadia Anjum, Al-Akhir Nayan, Muhammad Golam Kibria

专题命中 其他安全 ：safety(abstract)；分类 cs.AI、cs.CY、cs.LG

Journal ref Indonesian Journal of Electrical Engineering and Computer Science, Vol. 27, No. 1, pp. 447-455, July 2022

Learning Models of Individual Behavior in Chess

Reid McIlroy-Young, Russell Wang, Siddhartha Sen, Jon Kleinberg, Ashton Anderson

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

Comments 12 pages, 11 figures, 5 tables, Published in the Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022), Code https://github.com/CSSLab/maia-individual