Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
机构 * University of Cambridge（剑桥大学） ； University of Edinburgh（爱丁堡大学）
Comments NeurIPS 2025
高校专区
University of Edinburgh（爱丁堡大学）
Neural Mutual Information Estimation with Vector Copulas
机构 * University of Cambridge（剑桥大学） ； Imperial College London（伦敦帝国理工学院） ； Alan Turing Institute（艾伦·图灵研究所） ； University of Edinburgh（爱丁堡大学）
SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era
机构 * Imperial College London（伦敦帝国学院） ； University of Edinburgh（爱丁堡大学） ； AIMS South Africa（南非AIMS研究所） ； University of Oxford（牛津大学） ； University of Southampton（南安普顿大学）
Comments Accepted at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025), Position Track
From TOWER to SPIRE: Adding the Speech Modality to a Translation-Specialist LLM
机构 * ENS Paris-Saclay（巴黎-萨克雷大学） ； INESC-ID ； Instituto de Telecomunicações（电信研究所） ； Instituto Superior Técnico, Universidade de Lisboa（里斯本大学技术学院） ； Sapienza University of Rome（罗马萨皮恩扎大学） ； University of Edinburgh（爱丁堡大学） ； TransPerfect ； NAVER LABS Europe（NAVER欧洲实验室）
Comments EMNLP 2025 (Findings) camera ready
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints
机构 * The University of Edinburgh（爱丁堡大学）
Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization
机构 * MBZUAI（马克斯·普朗克人工智能研究所） ； University of Edinburgh（爱丁堡大学）
EEschematic: Multimodal-LLM Based AI Agent for Schematic Generation of Analog Circuit
机构 * School of Engineering The University of Edinburgh Edinburgh, UK（工程学院 苏格兰爱丁堡大学）
A Controllable Examination for Long-Context Language Models
机构 * University of Edinburgh（爱丁堡大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Nanjing University（南京大学） ； Alibaba Group（阿里巴巴集团） ； University of Amsterdam（阿姆斯特丹大学）
Comments NeurIPS 2025 Dataset and Benchmark Track Spotlight
Controlling What You Share: Assessing Language Model Adherence to Privacy Preferences
机构 * ILCC, University of Edinburgh（爱丁堡大学ILCC） ； ILLC, University of Amsterdam（阿姆斯特丹大学ILLC）
Metric-Guided Synthesis of Class Activation Mapping
机构 * Chalmers University of Technology（楚德大学技术学院） ； University of Gothenburg（哥德堡大学） ； University of Edinburgh（爱丁堡大学）
Euclid Quick Data Release (Q1). Active galactic nuclei identification using diffusion-based inpainting of Euclid VIS images
机构 * School of Physics, HH Wills Physics Laboratory, University of Bristol, Tyndall Avenue, Bristol, BS8 1TL, UK aff1 Max-Planck-Institut f\"ur Astronomie, K\"onigstuhl 17, 69117 Heidelberg, Germany aff2 SRON Netherlands Institute for Space Research, Landleven 12, 9747 AD, Groningen, The Netherlands aff3 Instituto de Astrof\' sica de Canarias, V\' a L\'actea, 38205 La Laguna, Tenerife, Spain aff4 Instituto de Astrof\'isica de Canarias (IAC) ； Departamento de Astrof\'isica, Universidad de La Laguna (ULL), 38200, La Laguna, Tenerife, Spain aff5 Universit\'e PSL, Observatoire de Paris, Sorbonne Universit\'e, CNRS, LERMA, 75014, Paris, France aff6 Universit\'e Paris-Cit\'e, 5 Rue Thomas Mann, 75013, Paris, France aff7 School of Physics, Astronomy ； Mathematics, University of Hertfordshire, College Lane, Hatfield AL10 9AB, UK aff8 Aspia Space, Falmouth, TR10 9TA, UK aff9 David A. Dunlap Department of Astronomy \& Astrophysics, University of Toronto, 50 St George Street, Toronto, Ontario M5S 3H4, Canada aff10 Jodrell Bank Centre for Astrophysics, Department of Physics ； Astronomy, University of Manchester, Oxford Road, Manchester M13 9PL, UK aff11 Max Planck Institute for Extraterrestrial Physics, Giessenbachstr. 1, 85748 Garching, Germany aff12 Institute of Space Sciences (ICE, CSIC), Campus UAB, Carrer de Can Magrans, s/n, 08193 Barcelona, Spain aff13 Institut d'Estudis Espacials de Catalunya (IEEC), Edifici RDIT, Campus UPC, 08860 Castelldefels, Barcelona, Spain aff14 Centro de Astrof\' sica da Universidade do Porto, Rua das Estrelas, 4150-762 Porto, Portugal aff15 Instituto de Astrof\'isica e Ci\ encias do Espa c o, Universidade do Porto, CAUP, Rua das Estrelas, PT4150-762 Porto, Portugal aff16 Dipartimento di Fisica e Astronomia "Augusto Righi" - Alma Mater Studiorum Universit\`a di Bologna, via Piero Gobetti 93/2, 40129 Bologna, Italy aff17 INAF-Osservatorio di Astrofisica e Scienza dello Spazio di Bologna, Via Piero Gobetti 93/3, 40129 Bologna, Italy aff18 Department of Mathematics ； Physics, Roma Tre University, Via della Vasca Navale 84, 00146 Rome, Italy aff19 INAF-Osservatorio Astronomico di Roma, Via Frascati 33, 00078 Monteporzio Catone, Italy aff20 Universit\'e Paris-Saclay, CNRS, Institut d'astrophysique spatiale, 91405, Orsay, France aff21 ESAC/ESA, Camino Bajo del Castillo, s/n., Urb. Villafranca del Castillo, 28692 Villanueva de la Ca\ nada, Madrid, Spain aff22 INAF-Osservatorio Astronomico di Brera, Via Brera 28, 20122 Milano, Italy aff23 Universit\'e Paris-Saclay, Universit\'e Paris Cit\'e, CEA, CNRS, AIM, 91191, Gif-sur-Yvette, France aff24 IFPU, Institute for Fundamental Physics of the Universe, via Beirut 2, 34151 Trieste, Italy aff25 INAF-Osservatorio Astronomico di Trieste, Via G. B. Tiepolo 11, 34143 Trieste, Italy aff26 INFN, Sezione di Trieste, Via Valerio 2, 34127 Trieste TS, Italy aff27 SISSA, International School for Advanced Studies, Via Bonomea 265, 34136 Trieste TS, Italy aff28 Dipartimento di Fisica e Astronomia, Universit\`a di Bologna, Via Gobetti 93/2, 40129 Bologna, Italy aff29 INFN-Sezione di Bologna, Viale Berti Pichat 6/2, 40127 Bologna, Italy aff30 Space Science Data Center, Italian Space Agency, via del Politecnico snc, 00133 Roma, Italy aff31 Dipartimento di Fisica, Universit\`a di Genova, Via Dodecaneso 33, 16146, Genova, Italy aff32 INFN-Sezione di Genova, Via Dodecaneso 33, 16146, Genova, Italy aff33 Department of Physics "E. Pancini", University Federico II, Via Cinthia 6, 80126, Napoli, Italy aff34 INAF-Osservatorio Astronomico di Capodimonte, Via Moiariello 16, 80131 Napoli, Italy aff35 Faculdade de Ci\ encias da Universidade do Porto, Rua do Campo de Alegre, 4150-007 Porto, Portugal aff36 Dipartimento di Fisica, Universit\`a degli Studi di Torino, Via P. Giuria 1, 10125 Torino, Italy aff37 INFN-Sezione di Torino, Via P. Giuria 1, 10125 Torino, Italy aff38 INAF-Osservatorio Astrofisico di Torino, Via Osservatorio 20, 10025 Pino Torinese (TO), Italy aff39 European Space Agency/ESTEC, Keplerlaan 1, 2201 AZ Noordwijk, The Netherlands aff40 Institute Lorentz, Leiden University, Niels Bohrweg 2, 2333 CA Leiden, The Netherlands aff41 Leiden Observatory, Leiden University, Einsteinweg 55, 2333 CC Leiden, The Netherlands aff42 INAF-IASF Milano, Via Alfonso Corti 12, 20133 Milano, Italy aff43 Centro de Investigaciones Energ\'eticas, Medioambientales y Tecnol\'ogicas (CIEMAT), Avenida Complutense 40, 28040 Madrid, Spain aff44 Port d'Informaci\' o Cient\' i fica, Campus UAB, C. Albareda s/n, 08193 Bellaterra (Barcelona), Spain aff45 INFN section of Naples, Via Cinthia 6, 80126, Napoli, Italy aff46 Institute for Astronomy, University of Hawaii, 2680 Woodlawn Drive, Honolulu, HI 96822, USA aff47 Dipartimento di Fisica e Astronomia "Augusto Righi" - Alma Mater Studiorum Universit\`a di Bologna, Viale Berti Pichat 6/2, 40127 Bologna, Italy aff48 Institute for Astronomy, University of Edinburgh, Royal Observatory, Blackford Hill, Edinburgh EH9 3HJ, UK aff49 European Space Agency/ESRIN, Largo Galileo Galilei 1, 00044 Frascati, Roma, Italy aff50 Universit\'e Claude Bernard Lyon 1, CNRS/IN2P3, IP2I Lyon, UMR 5822, Villeurbanne, F-69100, France aff51 Aix-Marseille Universit\'e, CNRS, CNES, LAM, Marseille, France aff52 Institut de Ci\` e ncies del Cosmos (ICCUB), Universitat de Barcelona (IEEC-UB), Mart\' i i Franqu\` e s 1, 08028 Barcelona, Spain aff53 Instituci\'o Catalana de Recerca i Estudis Avan c ats (ICREA), Passeig de Llu\' s Companys 23, 08010 Barcelona, Spain aff54 UCB Lyon 1, CNRS/IN2P3, IUF, IP2I Lyon, 4 rue Enrico Fermi, 69622 Villeurbanne, France aff55 Mullard Space Science Laboratory, University College London, Holmbury St Mary, Dorking, Surrey RH5 6NT, UK aff56 Departamento de F\'isica, Faculdade de Ci\ encias, Universidade de Lisboa, Edif\'icio C8, Campo Grande, PT1749-016 Lisboa, Portugal aff57 Instituto de Astrof\'isica e Ci\ encias do Espa c o, Faculdade de Ci\ encias, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal aff58 Department of Astronomy, University of Geneva, ch. d'Ecogia 16, 1290 Versoix, Switzerland aff59 INFN-Padova, Via Marzolo 8, 35131 Padova, Italy aff60 Aix-Marseille Universit\'e, CNRS/IN2P3, CPPM, Marseille, France aff61 INAF-Istituto di Astrofisica e Planetologia Spaziali, via del Fosso del Cavaliere, 100, 00100 Roma, Italy aff62 Universit\"ats-Sternwarte M\"unchen, Fakult\"at f\"ur Physik, Ludwig-Maximilians-Universit\"at M\"unchen, Scheinerstrasse 1, 81679 M\"unchen, Germany aff63 INAF-Osservatorio Astronomico di Padova, Via dell'Osservatorio 5, 35122 Padova, Italy aff64 Institute of Theoretical Astrophysics, University of Oslo, P.O. Box 1029 Blindern, 0315 Oslo, Norway aff65 Department of Physics, Lancaster University, Lancaster, LA1 4YB, UK aff66 Felix Hormuth Engineering, Goethestr. 17, 69181 Leimen, Germany aff67 Technical University of Denmark, Elektrovej 327, 2800 Kgs. Lyngby, Denmark aff68 Cosmic Dawn Center (DAWN), Denmark aff69 Institut d'Astrophysique de Paris, UMR 7095, CNRS ； Sorbonne Universit\'e, 98 bis boulevard Arago, 75014 Paris, France aff70 NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA aff71 Department of Physics ； Helsinki Institute of Physics, Gustaf H\"allstr\"omin katu 2, 00014 University of Helsinki, Finland aff72 Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena, CA, 91109, USA aff73 Department of Physics, P.O. Box 64, 00014 University of Helsinki, Finland aff74 Helsinki Institute of Physics, Gustaf H \"a llstr \"o min katu 2, University of Helsinki, Helsinki, Finland aff75 Centre de Calcul de l'IN2P3/CNRS, 21 avenue Pierre de Coubertin 69627 Villeurbanne Cedex, France aff76 Laboratoire d'etude de l'Univers et des phenomenes eXtremes, Observatoire de Paris, Universit\'e PSL, Sorbonne Universit\'e, CNRS, 92190 Meudon, France aff77 SKA Observatory, Jodrell Bank, Lower Withington, Macclesfield, Cheshire SK11 9FT, UK aff78 Dipartimento di Fisica "Aldo Pontremoli", Universit\`a degli Studi di Milano, Via Celoria 16, 20133 Milano, Italy aff79 INFN-Sezione di Milano, Via Celoria 16, 20133 Milano, Italy aff80 Universit\"at Bonn, Argelander-Institut f\"ur Astronomie, Auf dem H\"ugel 71, 53121 Bonn, Germany aff81 INFN-Sezione di Roma, Piazzale Aldo Moro, 2 - c/o Dipartimento di Fisica, Edificio G. Marconi, 00185 Roma, Italy aff82 Department of Physics, Institute for Computational Cosmology, Durham University, South Road, Durham, DH1 3LE, UK aff83 Universit\'e C\ o te d'Azur, Observatoire de la C\ o te d'Azur, CNRS, Laboratoire Lagrange, Bd de l'Observatoire, CS 34229, 06304 Nice cedex 4, France aff84 Universit\'e Paris Cit\'e, CNRS, Astroparticule et Cosmologie, 75013 Paris, France aff85 CNRS-UCB International Research Laboratory, Centre Pierre Binetruy, IRL2007, CPB-IN2P3, Berkeley, USA aff86 University of Applied Sciences ； Arts of Northwestern Switzerland, School of Engineering, 5210 Windisch, Switzerland aff87 Institute of Physics, Laboratory of Astrophysics, Ecole Polytechnique F\'ed\'erale de Lausanne (EPFL), Observatoire de Sauverny, 1290 Versoix, Switzerland aff88 Aurora Technology for European Space Agency (ESA), Camino bajo del Castillo, s/n, Urbanizacion Villafranca del Castillo, Villanueva de la Ca\ nada, 28692 Madrid, Spain aff89 Institut de F\' i sica d'Altes Energies (IFAE), The Barcelona Institute of Science ； Technology, Campus UAB, 08193 Bellaterra (Barcelona), Spain aff90 DARK, Niels Bohr Institute, University of Copenhagen, Jagtvej 155, 2200 Copenhagen, Denmark aff91 Waterloo Centre for Astrophysics, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada aff92 Department of Physics ； Astronomy, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada aff93 Perimeter Institute for Theoretical Physics, Waterloo, Ontario N2L 2Y5, Canada aff94 Centre National d'Etudes Spatiales -- Centre spatial de Toulouse, 18 avenue Edouard Belin, 31401 Toulouse Cedex 9, France aff95 Institute of Space Science, Str. Atomistilor, nr. 409 M a gurele, Ilfov, 077125, Romania aff96 Consejo Superior de Investigaciones Cientificas, Calle Serrano 117, 28006 Madrid, Spain aff97 Universidad de La Laguna, Departamento de Astrof\' sica, 38206 La Laguna, Tenerife, Spain aff98 Dipartimento di Fisica e Astronomia "G. Galilei", Universit\`a di Padova, Via Marzolo 8, 35131 Padova, Italy aff99 Departamento de F\'isica, FCFM, Universidad de Chile, Blanco Encalada 2008, Santiago, Chile aff100 Universit\"at Innsbruck, Institut f\"ur Astro- und Teilchenphysik, Technikerstr. 25/8, 6020 Innsbruck, Austria aff101 Satlantis, University Science Park, Sede Bld 48940, Leioa-Bilbao, Spain aff102 Centre for Electronic Imaging, Open University, Walton Hall, Milton Keynes, MK7 6AA, UK aff103 Instituto de Astrof\'isica e Ci\ encias do Espa c o, Faculdade de Ci\ encias, Universidade de Lisboa, Tapada da Ajuda, 1349-018 Lisboa, Portugal aff104 Cosmic Dawn Center (DAWN) aff105 Niels Bohr Institute, University of Copenhagen, Jagtvej 128, 2200 Copenhagen, Denmark aff106 Universidad Polit\'ecnica de Cartagena, Departamento de Electr\'onica y Tecnolog\'ia de Computadoras, Plaza del Hospital 1, 30202 Cartagena, Spain aff107 Institut de Recherche en Astrophysique et Plan\'etologie (IRAP), Universit\'e de Toulouse, CNRS, UPS, CNES, 14 Av. Edouard Belin, 31400 Toulouse, France aff108 INFN-Bologna, Via Irnerio 46, 40126 Bologna, Italy aff109 Kapteyn Astronomical Institute, University of Groningen, PO Box 800, 9700 AV Groningen, The Netherlands aff110 Infrared Processing ； Analysis Center, California Institute of Technology, Pasadena, CA 91125, USA aff111 Dipartimento di Fisica e Scienze della Terra, Universit\`a degli Studi di Ferrara, Via Giuseppe Saragat 1, 44122 Ferrara, Italy aff112 Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara, Via Giuseppe Saragat 1, 44122 Ferrara, Italy aff113 INAF, Istituto di Radioastronomia, Via Piero Gobetti 101, 40129 Bologna, Italy aff114 Department of Physics, Oxford University, Keble Road, Oxford OX1 3RH, UK aff115 INAF - Osservatorio Astronomico di Brera, via Emilio Bianchi 46, 23807 Merate, Italy aff116 INAF-Osservatorio Astronomico di Brera, Via Brera 28, 20122 Milano, Italy ； INFN-Sezione di Genova, Via Dodecaneso 33, 16146, Genova, Italy aff117 Institut d'Astrophysique de Paris, 98bis Boulevard Arago, 75014, Paris, France aff118 ICL, Junia, Universit\'e Catholique de Lille, LITL, 59000 Lille, France aff119 Instituto de F\'isica Te\'orica UAM-CSIC, Campus de Cantoblanco, 28049 Madrid, Spain aff120 CERCA/ISO, Department of Physics, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, OH 44106, USA aff121 Technical University of Munich, TUM School of Natural Sciences, Physics Department, James-Franck-Str. 1, 85748 Garching, Germany aff122 Max-Planck-Institut f\"ur Astrophysik, Karl-Schwarzschild-Str. 1, 85748 Garching, Germany aff123 Laboratoire Univers et Th\'eorie, Observatoire de Paris, Universit\'e PSL, Universit\'e Paris Cit\'e, CNRS, 92190 Meudon, France aff124 Departamento de F \' sica Fundamental. Universidad de Salamanca. Plaza de la Merced s/n. 37008 Salamanca, Spain aff125 Universit\'e de Strasbourg, CNRS, Observatoire astronomique de Strasbourg, UMR 7550, 67000 Strasbourg, France aff126 Center for Data-Driven Discovery, Kavli IPMU (WPI), UTIAS, The University of Tokyo, Kashiwa, Chiba 277-8583, Japan aff127 Dipartimento di Fisica - Sezione di Astronomia, Universit\`a di Trieste, Via Tiepolo 11, 34131 Trieste, Italy aff128 ICSC - Centro Nazionale di Ricerca in High Performance Computing, Big Data e Quantum Computing, Via Magnanelli 2, Bologna, Italy aff129 California Institute of Technology, 1200 E California Blvd, Pasadena, CA 91125, USA aff130 Departamento F\'isica Aplicada, Universidad Polit\'ecnica de Cartagena, Campus Muralla del Mar, 30202 Cartagena, Murcia, Spain aff131 Instituto de F\'isica de Cantabria, Edificio Juan Jord\'a, Avenida de los Castros, 39005 Santander, Spain aff132 INFN, Sezione di Lecce, Via per Arnesano, CP-193, 73100, Lecce, Italy aff133 Department of Mathematics ； Physics E. De Giorgi, University of Salento, Via per Arnesano, CP-I93, 73100, Lecce, Italy aff134 INAF-Sezione di Lecce, c/o Dipartimento Matematica e Fisica, Via per Arnesano, 73100, Lecce, Italy aff135 CEA Saclay, DFR/IRFU, Service d'Astrophysique, Bat. 709, 91191 Gif-sur-Yvette, France aff136 Institute of Cosmology ； Gravitation, University of Portsmouth, Portsmouth PO1 3FX, UK aff137 Instituto de Astrof\' sica de Canarias, c/ Via Lactea s/n, La Laguna 38200, Spain. Departamento de Astrof\' sica de la Universidad de La Laguna, Avda. Francisco Sanchez, La Laguna, 38200, Spain aff138 Caltech/IPAC, 1200 E. California Blvd., Pasadena, CA 91125, USA aff139 Ruhr University Bochum, Faculty of Physics ； Astronomy, Astronomical Institute (AIRUB), German Centre for Cosmological Lensing (GCCL), 44780 Bochum, Germany aff140 Department of Physics ； Astronomy, Vesilinnantie 5, 20014 University of Turku, Finland aff141 Serco for European Space Agency (ESA), Camino bajo del Castillo, s/n, Urbanizacion Villafranca del Castillo, Villanueva de la Ca\ nada, 28692 Madrid, Spain aff142 ARC Centre of Excellence for Dark Matter Particle Physics, Melbourne, Australia aff143 Centre for Astrophysics \& Supercomputing, Swinburne University of Technology, Hawthorn, Victoria 3122, Australia aff144 Department of Physics ； Astronomy, University of the Western Cape, Bellville, Cape Town, 7535, South Africa aff145 DAMTP, Centre for Mathematical Sciences, Wilberforce Road, Cambridge CB3 0WA, UK aff146 Kavli Institute for Cosmology Cambridge, Madingley Road, Cambridge, CB3 0HA, UK aff147 Department of Astrophysics, University of Zurich, Winterthurerstrasse 190, 8057 Zurich, Switzerland aff148 Department of Physics, Centre for Extragalactic Astronomy, Durham University, South Road, Durham, DH1 3LE, UK aff149 Institute for Theoretical Particle Physics ； Cosmology (TTK), RWTH Aachen University, 52056 Aachen, Germany aff150 IRFU, CEA, Universit\'e Paris-Saclay 91191 Gif-sur-Yvette Cedex, France aff151 Univ. Grenoble Alpes, CNRS, Grenoble INP, LPSC-IN2P3, 53, Avenue des Martyrs, 38000, Grenoble, France aff152 INAF-Osservatorio Astrofisico di Arcetri, Largo E. Fermi 5, 50125, Firenze, Italy aff153 Dipartimento di Fisica, Sapienza Universit\`a di Roma, Piazzale Aldo Moro 2, 00185 Roma, Italy aff154 HE Space for European Space Agency (ESA), Camino bajo del Castillo, s/n, Urbanizacion Villafranca del Castillo, Villanueva de la Ca\ nada, 28692 Madrid, Spain aff155 Theoretical astrophysics, Department of Physics ； Astronomy, Uppsala University, Box 515, 751 20 Uppsala, Sweden aff156 Mathematical Institute, University of Leiden, Einsteinweg 55, 2333 CA Leiden, The Netherlands aff157 School of Physics \& Astronomy, University of Southampton, Highfield Campus, Southampton SO17 1BJ, UK aff158 Institute of Astronomy, University of Cambridge, Madingley Road, Cambridge CB3 0HA, UK aff159 Department of Astrophysical Sciences, Peyton Hall, Princeton University, Princeton, NJ 08544, USA aff160 Center for Computational Astrophysics, Flatiron Institute, 162 5th Avenue, 10010, New York, NY, USA aff161
Comments Paper Accepted as part of the A&A Special Issue `Euclid Quick Data Release (Q1)', 34 pages, 26 figures
Efficient Seq2seq Coreference Resolution Using Entity Representations
机构 * School of Informatics University of Edinburgh（信息学院爱丁堡大学）
Generative AI in Heritage Practice: Improving the Accessibility of Heritage Guidance
机构 * Edinburgh Futures Institute（爱丁堡未来研究所） ； University of Edinburgh（爱丁堡大学） ； Historic England（英国历史遗产委员会） ； School of History, Classics & Archaeology University of Edinburgh（历史、古典学与考古学学院爱丁堡大学）
Comments 21 pages
Explanatory Summarization with Discourse-Driven Planning
机构 * Saarland University（萨尔兰大学） ； University of Edinburgh（爱丁堡大学）
Comments Accepted by the Transactions of the Association for Computational Linguistics (TACL 2025)
Journal ref Dongqi Liu, Xi Yu, Vera Demberg, Mirella Lapata; Explanatory Summarization with Discourse-Driven Planning. Transactions of the Association for Computational Linguistics 2025
Personal Attribute Leakage in Federated Speech Models
机构 * Mohamed bin Zayed University of Artificial Intelligence（Mohamed bin Zayed人工智能大学） ； Maastricht University（马斯特里赫特大学） ； University of Groningen（格罗宁根大学） ； University of Edinburgh（爱丁堡大学）
Comments 5 pages, 4 figures, 2 tables
Multi-Scale Probabilistic Generation Theory: A Unified Information-Theoretic Framework for Hierarchical Structure in Large Language Models
机构 * The Chinese University Of Hongkong（香港中文大学） ； Fudan University（复旦大学） ； University of Edinburgh（爱丁堡大学）
VISaGE: Understanding Visual Generics and Exceptions
机构 * University of Copenhagen（哥本哈根大学） ； University of Edinburgh（爱丁堡大学）
Comments EMNLP 2025
Shape-Aware Whole-Body Control for Continuum Robots with Application in Endoluminal Surgical Robotics
机构 * School of Informatics, University of Edinburgh（信息学院，爱丁堡大学） ； Playground Robotics
SafeMT: Multi-turn Safety for Multimodal Language Models
机构 * Hong Kong University of Science and Technology（香港理工大学） ； Peking University（北京大学） ； University of Edinburgh（爱丁堡大学）
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results
机构 * Sycai Technologies SL, Scientific ； Technical Department, Barcelona, Spain ； Universitätsklinikum Erlangen, Department of Radiology, Uniklinikum Erlangen, Erlangen, Germany ； University Hospital Erlangen, Imaging Science Institute, Erlangen, Germany ； Hospital de Sant Pau i la Santa Creu, Diagnostic Imaging Department, Barcelona, Spain ； Institut de Recerca Sant Pau - Centre CERCA, Advanced Medical Imaging, Artificial Intelligence ； Imaging-Guided Therapy Research Group, Barcelona, Spain ； Hospital Universitari Vall d'Hebron, Department of Radiology, Institut de Diagnòstic per la Imatge (IDI), Barcelona, Spain ； TECNALIA, Basque Research ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China ； University of Chinese Academy of Sciences, Beijing, China ； Lung Institute, Faculty of Medicine, Imperial College London, London, United Kingdom ； Centre for Medical Image Computing, Department of Computer Science, University College London, London, United Kingdom ； Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain ； Institute of Neuroscience, Universitat de Barcelona, Barcelona, Spain ； King's College London (KCL), London, United Kingdom ； University of Edinburgh, Edinburgh, United Kingdom
Comments This challenge was hosted in MICCAI 2024
QDER: Query-Specific Document and Entity Representations for Multi-Vector Document Re-Ranking
机构 * Missouri University of Science and Technology（密苏里科技大学） ； Department of Computer Science（计算机科学系） ； The University of Edinburgh（爱丁堡大学）
Comments Published in: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025)
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks
机构 * University of Edinburgh（爱丁堡大学） ； Heriot-Watt University（赫瑞思-瓦特大学）
Comments EMNLP 2025 Findings
Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning
机构 * Université de Montréal（蒙特利尔大学） ； Mila ； University of Edinburgh（爱丁堡大学） ； CIFAR（加拿大联邦研究院）
Generative World Modelling for Humanoids: 1X World Model Challenge Technical Report
机构 * Aalto University（阿alto大学） ； University of Edinburgh（爱丁堡大学） ； Deep Render（Deep Render公司） ； DataCrunch（DataCrunch公司） ； University of Helsinki（赫尔辛基大学）
Comments 6 pages, 3 figures, 1X world model challenge technical report
Rethinking Inter-LoRA Orthogonality in Adapter Merging: Insights from Orthogonal Monte Carlo Dropout
机构 * University of Manchester（曼彻斯特大学） ； The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）） ； InstantX Team（InstantX团队） ； University of Edinburgh（爱丁堡大学） ； Aalto University（阿alto大学）
MatheMagic: Generating Dynamic Mathematics Benchmarks Robust to Memorization
机构 * University of Edinburgh（爱丁堡大学） ； Queen’s University Belfast（贝尔法斯特女王大学）
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures
机构 * University of Edinburgh（爱丁堡大学） ； University of Siegen（锡根大学） ； University of Glasgow（格拉斯哥大学）
Comments Our code is available at: https://github.com/shiwenqin/ONNX-Net
ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever
机构 * School of Informatics University of Edinburgh（信息学院爱丁堡大学） ； School of Engineering University of Edinburgh（工程学院爱丁堡大学）
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
机构 * CSE Department, HKUST（香港科技大学计算机科学与工程系） ； Tencent AI Seattle Lab（腾讯AI西雅图实验室） ； University of Edinburgh（爱丁堡大学） ； NVIDIA AI Technology Center (NVAITC), NVIDIA, Santa Clara, USA（英伟达圣克拉拉人工智能技术中心）
Comments Accepted as a spotlight at NeurIPS 2025
TRA: Better Length Generalisation with Threshold Relative Attention
机构 * University of Edinburgh（爱丁堡大学） ； Microsoft Research（微软研究院） ； Johns Hopkins University（约翰霍普金斯大学）
