大模型对齐与安全

Boltzmann machine learning and regularization methods for inferring evolutionary fields and couplings from a multiple sequence alignment

Sanzo Miyazawa

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments In arXiv:1909.05006v3 the values of selective temperature for protein PF00153, $T_s$ in Table 5 and in the section 2.8, and folding free energy for PF00595, and in the v4 the method for soft-thresholding were corrected; shown in red. The v2 was published in the IEEE/ACM Transactions on Computational Biology and Bioinformatics. The program is available from https://gitlab.com/sanzo.miyazawa/BM/

Journal ref IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022 Jan-Feb;19(1):328-342

GenSco: Can Question Decomposition based Passage Alignment improve Question Answering?

Barah Fazili, Koustava Goswami, Natwar Modani, Inderjeet Nair

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Synthetic Cancer -- Augmenting Worms with LLMs

Benjamin Zimmerman, David Zollikofer

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

Comments Won first place at the Swiss AI Safety Prize. Some technical details omitted, contact authors for more information

Towards Dialogues for Joint Human-AI Reasoning and Value Alignment

Elfia Bezou-Vrakatseli, Oana Cocarascu, Sanjay Modgil

专题命中 其他安全 ：alignment(title)；分类 cs.AI

Learning Galaxy Intrinsic Alignment Correlations

Sneh Pandya, Yuanyuan Yang, Nicholas Van Alfen, Jonathan Blazek, Robin Walters

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments 15 pages, 6 figures, 1 table. Accepted at the Data-centric Machine Learning Research (DMLR) Workshop at ICLR 2024

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics

Angelos Chatzimparmpas, Rafael M. Martins, Kostiantyn Kucher, Andreas Kerren

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments This manuscript is accepted for publication in a special issue of IEEE Transactions on Visualization and Computer Graphics Journal (IEEE TVCG)

Journal ref IEEE TVCG 2021, 27(2), 1547-1557

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments LREC-Coling 2024

BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models

Xueliang Zhao, Xinting Huang, Tingchen Fu, Qintong Li, Shansan Gong, Lemao Liu, Wei Bi, Lingpeng Kong

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Preprint

DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models

Norman Di Palo, Edward Johns

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments To appear at 2024 IEEE International Conference on Robotics and Automation (ICRA)

Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment

Utkarsh Mall, Cheng Perng Phoo, Meilin Kelsey Liu, Carl Vondrick, Bharath Hariharan, Kavita Bala

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Attribution and Alignment: Effects of Local Context Repetition on Utterance Production and Comprehension in Dialogue

Aron Molnar, Jaap Jumelet, Mario Giulianelli, Arabella Sinclair

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments CoNLL 2023

Character-Level Bangla Text-to-IPA Transcription Using Transformer Architecture with Sequence Alignment

Jakir Hasan, Shrestha Datta, Ameya Debnath

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Achieved top position with a word error rate of 0.10582 in the public ranking of DataVerse Challenge - ITVerse 2023 (link: https://www.kaggle.com/competitions/dataverse_2023/). All codes can be found on the respective competition webpage

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models

Joseph Marvin Imperial, Harish Tayyar Madabushi

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Final camera-ready for EMNLP GEM Workshop 2023

Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data

Cheol Jun Cho, Edward F. Chang, Gopala K. Anumanchipalli

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments Accepted at ICML 2023

Journal ref Proceedings of the 40th International Conference on Machine Learning (2023), PMLR 202:5661-5676

Self-QA: Unsupervised Knowledge Guided Language Model Alignment

Xuanyu Zhang, Qing Yang

专题命中 其他安全 ：alignment(title)；分类 cs.CL

The challenges of temporal alignment on Twitter during crises

Aniket Pramanick, Tilman Beck, Kevin Stowe, Iryna Gurevych

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Accepted to Findings of EMNLP, 2022

FLAVA: A Foundational Language And Vision Alignment Model

Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments CVPR 2022

Self-Labeling of Fully Mediating Representations by Graph Alignment

Martijn Oldenhof, Adam Arany, Yves Moreau, Jaak Simm

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments Code available: https://github.com/biolearning-stadius/chemgrapher-self-rich-labeling

Constrained Non-Affine Alignment of Embeddings

Yuwei Wang, Yan Zheng, Yanqing Peng, Chin-Chia Michael Yeh, Zhongfang Zhuang, Das Mahashweta, Bendre Mangesh, Feifei Li, Wei Zhang, Jeff M. Phillips

专题命中 其他安全 ：alignment(title)；分类 cs.LG

COVID-19 Face Mask Recognition with Advanced Face Cut Algorithm for Human Safety Measures

Arkaprabha Basu, Md Firoj Ali

专题命中 其他安全 ：safety(title)；分类 cs.LG

Comments 5 pages, 7 figures

Journal ref 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT)

Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering

Fahim Faisal, Antonios Anastasopoulos

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Accepted at MRQA Workshop 2021

Multilingual BERT Post-Pretraining Alignment

Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Saloni Potdar, Mo Yu

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Accepted at NAACL2021

Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models

Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Reactive motion planning with probabilistic safety guarantees

Yuxiao Chen, Ugo Rosolia, Chuchu Fan, Aaron D. Ames, Richard Murray

专题命中 其他安全 ：safety(title)；分类 cs.LG

Comments In the Conference on Robotic Learning 2020

Root Cause Detection Among Anomalous Time Series Using Temporal State Alignment

Sayan Chakraborty, Smit Shah, Kiumars Soltani, Anna Swigart

专题命中 其他安全 ：alignment(title)；分类 cs.LG

Comments 6 pages, 7 figures, 2019 18th IEEE International Conference on Machine Learning and Applications (ICMLA)

Artificial Intelligence Strategies for National Security and Safety Standards

Erik Blasch, James Sung, Tao Nguyen, Chandra P. Daniel, Alisa P. Mason

专题命中 其他安全 ：safety(title)；分类 cs.CY

Comments Presented at AAAI FSS-19: Artificial Intelligence in Government and Public Sector, Arlington, Virginia, USA

Real time Traffic Flow Parameters Prediction with Basic Safety Messages at Low Penetration of Connected Vehicles

Mizanur Rahman, Mashrur Chowdhury, Jerome McClendon

专题命中 其他安全 ：safety(title)；分类 cs.LG

Comments 16 pages, 15 figures, 4 tables

Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection

Pranav A

专题命中 其他安全 ：alignment(title)；分类 cs.CL

Comments Published at ACL-SRW 2018

Journal ref Proceedings of ACL 2018, Student Research Workshop. 2018

Highly Automated Learning for Improved Active Safety of Vulnerable Road Users

Maarten Bieshaar, Günther Reitberger, Viktor Kreß, Stefan Zernetsch, Konrad Doll, Erich Fuchs, Bernhard Sick

专题命中 其他安全 ：safety(title)；分类 cs.AI

Comments 4 pages, 1 figure

Journal ref published in ACM Chapters Computer Science in Cars Symposium (CSCS-17). Munich, Germany. 2017

Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies

Gregor Gössler, Oleg Sokolsky

专题命中 其他安全 ：safety(title)；分类 cs.AI

Journal ref EPTCS 224, 2016