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University of Edinburgh(爱丁堡大学)

共收录 812
2503.23101 2025-06-23 cs.LG cs.AI

RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations

Enrico Marchesini, Benjamin Donnot, Constance Crozier, Ian Dytham, Christian Merz, Lars Schewe, Nico Westerbeck, Cathy Wu, Antoine Marot, Priya L. Donti

机构 * Massachusetts Institute of Technology(麻省理工学院) RTE France(法国电网公司) Georgia Institute of Technology(佐治亚理工学院) National Grid ESO(国家电网电力系统运营公司) Hertz(50赫兹研究所) University of Edinburgh(爱丁堡大学)

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2501.07919 2025-06-23 cs.AI

Large Language Model Interface for Home Energy Management Systems

François Michelon, Yihong Zhou, Thomas Morstyn

机构 * University of Edinburgh(爱丁堡大学) Oxford University(牛津大学)

Comments 13 pages conference paper

Journal ref Proc. 16th ACM Int. Conf. on Future and Sustainable Energy Systems, e-Energy 2025, pages 590-602, 2025

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2506.14900 2025-06-19 cs.CL

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings

Imane Guellil, Salomé Andres, Atul Anand, Bruce Guthrie, Huayu Zhang, Abul Hasan, Honghan Wu, Beatrice Alex

机构 * University of Edinburgh(爱丁堡大学) University College London(伦敦大学学院) University of Glasgow(格拉斯哥大学)

Comments Accepted and will be published at ACL2025 (main conference)

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2506.14064 2025-06-18 cs.CL

Automatic Extraction of Clausal Embedding Based on Large-Scale English Text Data

Iona Carslaw, Sivan Milton, Nicolas Navarre, Ciyang Qing, Wataru Uegaki

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学) School of Philosophy, Psychology & Language Sciences, University of Edinburgh(哲学、心理学与语言科学学院,爱丁堡大学)

Comments Accepted in the Society for Computation in Linguistics

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2506.13912 2025-06-18 cs.SI cs.LG

Density-aware Walks for Coordinated Campaign Detection

Atul Anand Gopalakrishnan, Jakir Hossain, Tuğrulcan Elmas, Ahmet Erdem Sarıyüce

机构 * University at Buffalo(布法罗大学) University of Edinburgh(爱丁堡大学)

Comments 16 Pages. Accepted at ECML-PKDD 2025

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2506.13628 2025-06-18 cs.LG cs.AI q-bio.TO

Graph-Convolutional-Beta-VAE for Synthetic Abdominal Aorta Aneurysm Generation

Francesco Fabbri, Martino Andrea Scarpolini, Angelo Iollo, Francesco Viola, Francesco Tudisco

机构 * Gran Sasso Science Institute(Gran Sasso科学研究所) INFN Tor Vergata(意大利国家核物理研究所Tor Vergata分校) University of Bordeaux(波尔多大学) University of Edinburgh(爱丁堡大学)

Comments Typo in the title

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2506.04079 2025-06-18 cs.CL cs.AI cs.LG

EuroLLM-9B: Technical Report

Pedro Henrique Martins, João Alves, Patrick Fernandes, Nuno M. Guerreiro, Ricardo Rei, Amin Farajian, Mateusz Klimaszewski, Duarte M. Alves, José Pombal, Nicolas Boizard, Manuel Faysse, Pierre Colombo, François Yvon, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins

机构 * Unbabel Instituto de Telecomunicações & Instituto Superior Técnico, Universidade de Lisboa(电信研究院 & 莱斯特大学技术学院) Carnegie Mellon University(卡内基梅隆大学) MICS, CentraleSupélec, Université Paris-Saclay(MICS、中央圣埃克苏佩里学院、巴黎萨克雷大学) Illuin Technology(Illuin技术公司) University of Edinburgh(爱丁堡大学) Equall(Equall公司) Aveni(Aveni公司) Sorbonne Université, CNRS, ISIR(索邦大学、国家科学研究中心、ISIR) Diabolocom(Diabolocom公司)

Comments 56 pages

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2503.11808 2025-06-18 cs.LG stat.ME stat.ML

Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks

Alisa Sheinkman, Sara Wade

机构 * School of Mathematics and Maxwell Institute for Mathematical Sciences, University of Edinburgh(数学系和Maxwell数学科学研究所,爱丁堡大学)

Comments 24 pages

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2411.11132 2025-06-18 stat.ML cs.LG math.ST stat.ME stat.TH

Variational Bayesian Bow tie Neural Networks with Shrinkage

Alisa Sheinkman, Sara Wade

机构 * School of Mathematics and Maxwell Institute for Mathematical Sciences, University of Edinburgh(数学学院和麦克斯韦数学科学研究所,爱丁堡大学)

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2503.19466 2025-06-17 cs.LG

A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction

Leander Kurscheidt, Paolo Morettin, Roberto Sebastiani, Andrea Passerini, Antonio Vergari

机构 * School of Informatics, University of Edinburgh, UK(爱丁堡大学信息学院) DiSI, University of Trento, Italy(特伦托大学迪西研究所)

Comments Accepted as oral presentation at UAI 25

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2410.19406 2025-06-17 cs.LG

An Auditing Test To Detect Behavioral Shift in Language Models

Leo Richter, Xuanli He, Pasquale Minervini, Matt J. Kusner

机构 * UCL Centre for Artificial Intelligence, University College London(伦敦大学学院人工智能中心,大学学院伦敦) School of Informatics, University of Edinburgh(信息学院,爱丁堡大学) Miniml.AI, United Kingdom(Miniml.AI,英国) Polytechnique Montréal, Canada(蒙特利尔理工学院,加拿大) Mila – Quebec AI Institute, Canada(魁北克人工智能研究所,加拿大)

Comments 25 pages, 12 figures

Journal ref International Conference on Learning Representations (ICLR) 2025

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2410.10209 2025-06-17 cs.CL cs.SE

EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning

Dong Huang, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao Qing, Heming Cui, Zhijiang Guo, Jie M. Zhang

机构 * University of Hong Kong(香港大学) Singapore University of Technology(新加坡科技设计大学) University of Edinburgh(爱丁堡大学) National University of Singapore(新加坡国立大学) Beijing University of Posts(北京邮电大学) University of Cambridge(剑桥大学) King’s College London(伦敦国王学院)

Comments Accepted by ICML 2025

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2506.10633 2025-06-13 cs.CV

Anatomy-Grounded Weakly Supervised Prompt Tuning for Chest X-ray Latent Diffusion Models

Konstantinos Vilouras, Ilias Stogiannidis, Junyu Yan, Alison Q. O'Neil, Sotirios A. Tsaftaris

机构 * University of Edinburgh(爱丁堡大学) Canon Medical Research Europe Ltd.(佳能医疗欧洲有限公司)

Comments 14 pages, 6 figures

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2506.10502 2025-06-13 cs.CR cs.LG

A Crack in the Bark: Leveraging Public Knowledge to Remove Tree-Ring Watermarks

Junhua Lin, Marc Juarez

机构 * University of Edinburgh(爱丁堡大学)

Comments 18 pages, to be published in the 34th USENIX Security Symposium

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2506.09917 2025-06-13 cs.CL

Aspect-Based Opinion Summarization with Argumentation Schemes

Wendi Zhou, Ameer Saadat-Yazdi, Nadin Kokciyan

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学)

Comments Accepted by ArgMining 2025

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2506.09902 2025-06-12 cs.CL cs.AI cs.LG

PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants

Zheng Zhao, Clara Vania, Subhradeep Kayal, Naila Khan, Shay B. Cohen, Emine Yilmaz

机构 * University of Edinburgh(爱丁堡大学) Amazon(亚马逊) University College London(伦敦大学学院)

Comments Accepted to ACL 2025 Findings

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2501.08248 2025-06-10 cs.CL cs.AI cs.IR cs.LG

Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models

Yifu Qiu, Varun Embar, Yizhe Zhang, Navdeep Jaitly, Shay B. Cohen, Benjamin Han

机构 * University of Edinburgh(爱丁堡大学) Apple(苹果公司)

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2506.06041 2025-06-09 cs.CV cs.LG

Tensor-to-Tensor Models with Fast Iterated Sum Features

Joscha Diehl, Rasheed Ibraheem, Leonard Schmitz, Yue Wu

机构 * Institute of Mathematics and Computer Science, University of Greifswald(格赖夫斯瓦尔德大学数学与计算机科学研究所) Maxwell Institute for Mathematical Sciences, School of Mathematics, University of Edinburgh(爱丁堡大学数学学院) Institute of Mathematics, Technical University Berlin(柏林技术大学数学研究所) Department of Mathematics and Statistics, University of Strathclyde(斯特拉思克莱德大学数学与统计学系)

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2505.18795 2025-06-09 eess.SP cs.RO

Distributed Expectation Propagation for Multi-Object Tracking over Sensor Networks

Qing Li, Runze Gan, James R. Hopgood, Michael E. Davies, Simon J. Godsill

机构 * University of Cambridge(剑桥大学) University of Edinburgh(爱丁堡大学)

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2506.05635 2025-06-09 cs.CL

IYKYK: Using language models to decode extremist cryptolects

Christine de Kock, Arij Riabi, Zeerak Talat, Michael Sejr Schlichtkrull, Pranava Madhyastha, Ed Hovy

机构 * University of Melbourne(墨尔本大学) Inria(法国国家信息与自动化技术研究院) University of Edinburgh(爱丁堡大学) Queen Mary University of London(伦敦大学玛丽女王学院) City St George’s, University of London(伦敦城市圣乔治大学)

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2506.04915 2025-06-06 cs.CL eess.AS

A Practitioner's Guide to Building ASR Models for Low-Resource Languages: A Case Study on Scottish Gaelic

Ondřej Klejch, William Lamb, Peter Bell

机构 * University of Edinburgh(爱丁堡大学) Centre for Speech Technology Research(语音技术研究中心) Celtic and Scottish Studies(凯尔特与苏格兰研究)

Comments Accepted to Interspeech 2025

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2506.04878 2025-06-06 math.ST cs.LG math.PR stat.ML stat.TH

kTULA: A Langevin sampling algorithm with improved KL bounds under super-linear log-gradients

Iosif Lytras, Sotirios Sabanis, Ying Zhang

机构 * Archimedes/Athena Research Centre & National Technical University of Athens(Archimedes/Athena研究机构 & 国家技术大学雅典) School of Mathematics, The University of Edinburgh(数学系,爱丁堡大学) The Alan Turing Institute, London, UK(艾伦·图灵研究所,伦敦,英国) National Technical University of Athens(国家技术大学雅典) Financial Technology Thrust, Society Hub, The Hong Kong University of Science and Technology (Guangzhou)(金融科技 thrust,社会枢纽,香港科技大学(广州))

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2506.04461 2025-06-06 cs.LG cs.AI cs.CL

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey

Ivan Vegner, Sydelle de Souza, Valentin Forch, Martha Lewis, Leonidas A. A. Doumas

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学) Chemnitz University of Technology(技术大学,克明茨) Institute of Logic, Language, and Computation, University of Amsterdam(逻辑、语言与计算研究所,阿姆斯特丹大学) School of Philosophy, Psychology & Language Sciences, University of Edinburgh(哲学、心理学与语言科学学院,爱丁堡大学)

Comments To appear at ACL 2025 Main Conference

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2506.03916 2025-06-05 cs.CL

Compositional Generalisation for Explainable Hate Speech Detection

Agostina Calabrese, Tom Sherborne, Björn Ross, Mirella Lapata

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学) Cohere

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2503.10267 2025-06-05 cs.CL

An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)

Laurie Burchell, Ona de Gibert, Nikolay Arefyev, Mikko Aulamo, Marta Bañón, Pinzhen Chen, Mariia Fedorova, Liane Guillou, Barry Haddow, Jan Hajič, Jindřich Helcl, Erik Henriksson, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dušan Variš, Tereza Vojtěchová, Jaume Zaragoza-Bernabeu

机构 * University of Edinburgh(爱丁堡大学) University of Helsinki(赫尔辛基大学) University of Oslo(奥斯陆大学) Prompsit Language Engineering(Prompsit语言工程) Charles University(查尔斯大学) University of Turku(图尔库大学)

Comments ACL'2025 Main Proceedings

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2505.23655 2025-06-04 cs.CR cs.AI

Keyed Chaotic Dynamics for Privacy-Preserving Neural Inference

Peter David Fagan

机构 * School of Informatics University of Edinburgh(信息学院爱丁堡大学)

Comments 10 pages

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2506.02584 2025-06-04 cs.CL cs.AI eess.AS

Prosodic Structure Beyond Lexical Content: A Study of Self-Supervised Learning

Sarenne Wallbridge, Christoph Minixhofer, Catherine Lai, Peter Bell

机构 * University of Edinburgh(爱丁堡大学) Centre for Speech Technology Research(语音技术研究中心)

Comments Accepted at INTERSPEECH 2025

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2506.01541 2025-06-03 cs.LG stat.ML

Adaptive Destruction Processes for Diffusion Samplers

Timofei Gritsaev, Nikita Morozov, Kirill Tamogashev, Daniil Tiapkin, Sergey Samsonov, Alexey Naumov, Dmitry Vetrov, Nikolay Malkin

机构 * Constructor University(Constructor大学) HSE University(俄罗斯高等经济大学) University of Edinburgh(爱丁堡大学) CNRS(法国国家科学研究中心) École polytechnique(巴黎政治学院) LMO, Université Paris-Saclay(巴黎萨克雷大学)

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2505.16978 2025-06-03 cs.AI cs.PL

HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation

Weizhi Tang, Yixuan Li, Chris Sypherd, Elizabeth Polgreen, Vaishak Belle

机构 * University of Edinburgh(爱丁堡大学)

Comments Accepted to ACL 2025 Findings. Code available at https://github.com/RutaTang/HyGenar

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2506.00136 2025-06-03 cs.LG

On Designing Diffusion Autoencoders for Efficient Generation and Representation Learning

Magdalena Proszewska, Nikolay Malkin, N. Siddharth

机构 * School of Informatics, University of Edinburgh(信息学院,爱丁堡大学)

Comments 21 pages, 10 tables, 15 figures

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