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  • 2024

    Adjudicating LLMs as PropBank Annotators

    Bonn, J., Madabushi, H. T., Hwang, J. D. & Bonial, C., 21 May 2024, 5th International Workshop on Designing Meaning Representation, DMR 2024 at LREC-COLING 2024 - Workshop Proceedings. Bonial, C., Bonn, J. & Hwang, J. D. (eds.). European Language Resources Association (ELRA), p. 112-123 12 p. (5th International Workshop on Designing Meaning Representation, DMR 2024 at LREC-COLING 2024 - Workshop Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    46 Downloads (Pure)
  • An Extensible Massively Multilingual Lexical Simplification Pipeline Dataset using the MultiLS Framework

    Shardlow, M., Alva-Manchego, F., Batista-Navarro, R., Bott, S., Ramirez, S. C., Cardon, R., François, T., Hayakawa, A., Horbach, A., Hülsing, A., Ide, Y., Imperial, J. M., Nohejl, A., North, K., Occhipinti, L., Rojas, N. P., Raihan, N., Ranasinghe, T., Salazar, M. S. & Zampieri, M. & 1 others, Saggion, H., 20 May 2024, 3rd Workshop on Tools and Resources for People with REAding DIfficulties, READI 2024 at LREC-COLING 2024 - Workshop Proceedings. Wilkens, R., Cardon, R., Todirascu, A. & Gala, N. (eds.). European Language Resources Association (ELRA), p. 38-46 9 p. (3rd Workshop on Tools and Resources for People with REAding DIfficulties, READI 2024 at LREC-COLING 2024 - Workshop Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    3 Citations (SciVal)
  • Are Emergent Abilities in Large Language Models just In-Context Learning?

    Lu, S., Bigoulaeva, I., Sachdeva, R. S., Tayyar Madabushi, H. & Gurevych, I., 31 Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Long Papers ed. Bangkok, Thailand: Association for Computational Linguistics, Vol. 1. p. 5098–5139 42 p. 2024.acl-long.279

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Camera Chameleon - The Creative Impact of Tracked Tangible Interfaces for Virtual Film Pre-Production

    Kerr, W., Jicol, C., Haines, T. S. F. & Li, W., 30 Sept 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. U. S. A.: IEEE, p. 1-6 (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    25 Downloads (Pure)
  • Convolutional AutoEncoders for Anomaly Detection in Semiconductor Manufacturing

    Gorman, M., Ding, X., Maguire, L. & Coyle, D., 20 Mar 2024, 31st Irish Conference on Artificial Intelligence and Cognitive Science. 31st ed. 6 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Cost Minimization for Equilibrium Transition

    Huang, H., Wang, Z., Wei, Z. & Zhang, J., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 9 ed. Association for the Advancement of Artificial Intelligence (AAAI), Vol. 38. p. 9765-9772 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    80 Downloads (Pure)
  • Decoding Motion Trajectories in an Upper Limb BCI: Linear Regression vs Deep Learning

    Shane, M., McCreadie, K., Charles, D., Korik, A. & Coyle, D., 1 Feb 2024, 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings. U. S. A.: IEEE, p. 1039-1044 6 p. (2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • Decoding Neural Activity for Part-of-Speech Tagging (POS)

    Ahmed, S., Singh, M., Bhattacharyya, S. & Coyle, D., 29 Jan 2024, 2023 IEEE International Conference on Systems, Man, and Cybernetics: Improving the Quality of Life, SMC 2023 - Proceedings. U. S. A.: IEEE, p. 3079-3084 6 p. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Estimating joint moments during treadmill running using various consumer based wearable sensor locations

    Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 5 Mar 2024, (Acceptance date) ISBS Proceedings Archives: 42nd International Conference on Biomechanics in Sports (2024) Salzburg, Austria, July 15-19, 2024. International Society of Biomechanics in Sports (ISBS), 4 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Facility Location Problems with Capacity Constraints: Two Facilities and Beyond

    Auricchio, G., Wang, Z. & Zhang, J., 9 Aug 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 2651-2659 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    1 Citation (SciVal)
  • FACTS: Facial Animation Creation using the Transfer of Styles

    Saunders, J. & Namboodiri, V., 23 Apr 2024, Eurographics 2024. Eurographics Association, 4 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Gandalf: Learning Label-label Correlations in Extreme Multi-label Classification via Label Features

    Kharbanda, S., Gupta, D., Schultheis, E., Banerjee, A., Hsieh, C. J. & Babbar, R., 25 Aug 2024, KDD 2024 - Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. U.S. A.: Association for Computing Machinery, p. 1360-1371 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models

    Luo, J., Ceylan, D., Yoon, J. S., Zhao, N., Philip, J., Frühstück, A., Li, W., Richardt, C. & Wang, T., 13 Jul 2024, Proceedings - SIGGRAPH 2024 Conference Papers. Spencer, S. N. (ed.). New York, U. S. A.: Association for Computing Machinery, p. 1-11 11 p. 74. (Proceedings - SIGGRAPH 2024 Conference Papers).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • LongEval: Longitudinal Evaluation of Model Performance at CLEF 2024

    Alkhalifa, R., Borkakoty, H., Deveaud, R., El-Ebshihy, A., Espinosa-Anke, L., Fink, T., Gonzalez-Saez, G., Galuščáková, P., Goeuriot, L., Iommi, D., Liakata, M., Madabushi, H. T., Medina-Alias, P., Mulhem, P., Piroi, F., Popel, M., Servan, C. & Zubiaga, A., 20 Mar 2024, Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Proceedings. Goharian, N., Tonellotto, N., He, Y., Lipani, A., McDonald, G., Macdonald, C. & Ounis, I. (eds.). Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, p. 60-66 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14613 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    3 Citations (SciVal)
  • Machine Learning for classifying the underwater environment from Transmission Loss data

    Donnelly, M., Tipping, M., Cowie, F. & Blondel, P., 20 Jun 2024, Proceedings of the Institute of Acoustics . Milton Keynes, U. K.: Institute of Acoustics, Vol. 46 Part 1. 8 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
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    49 Downloads (Pure)
  • On Truthful Item-Acquiring Mechanisms for Reward Maximization

    Shan, L., Zhang, S., Zhang, J. & Wang, Z., 13 May 2024, WWW 2024 - Proceedings of the ACM Web Conference. New York, U. S. A.: Association for Computing Machinery, p. 25-35 11 p. (WWW 2024 - Proceedings of the ACM Web Conference).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    37 Downloads (Pure)
  • Phy-Diff: Physics-Guided Hourglass Diffusion Model for Diffusion MRI Synthesis

    Zhang, J., Yan, R., Perelli, A., Chen, X. & Li, C., 4 Oct 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 - 27th International Conference, Proceedings. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Cham, Switzerland: Springer, p. 345-355 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15002 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation

    Imperial, J. M., Forey, G. & Madabushi, H. T., 30 Nov 2024, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida, USA: Association for Computational Linguistics, p. 1573–1594 22 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    30 Downloads (Pure)
  • The k-Facility Location Problem via Optimal Transport: A Bayesian Study of the Percentile Mechanisms

    Auricchio, G. & Zhang, J., 31 Aug 2024, Algorithmic Game Theory - 17th International Symposium, SAGT 2024, Proceedings. Schäfer, G. & Ventre, C. (eds.). Cham, Switzerland: Springer, p. 147-164 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15156 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Towards Value Alignment for Opaque Agents Through Concept Analysis and Inter-Agent Value Modelling

    McKinlay, J., 5 Jun 2024, HHAI 2024: Hybrid Human AI Systems for the Social Good - Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence. Lorig, F., Tucker, J., Lindstrom, A. D., Dignum, F., Murukannaiah, P., Theodorou, A. & Yolum, P. (eds.). Netherlands: IOS Press BV, p. 386-393 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 386).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data

    Ramachandran, S. N., Mukhopadhyay, R., Agarwal, M., Jawahar, C. V. & Namboodiri, V., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence. 13 ed. Association for the Advancement of Artificial Intelligence (AAAI), Vol. 38. p. 14767-14775 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    88 Downloads (Pure)
  • Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark

    Mayhew, S., Blevins, T., Liu, S., Šuppa, M., Gonen, H., Imperial, J. M., Karlsson, B. F., Lin, P., Ljubešić, N., Miranda, L. J., Plank, B., Riabi, A. & Pinter, Y., 21 Jun 2024, Long Papers. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics (ACL), p. 4322-4337 16 p. (Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024; vol. 1).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    File
    73 Downloads (Pure)
  • VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference

    Banerjee, S., Verma, V. K., Mukherjee, A., Gupta, D., Namboodiri, V. P. & Rai, P., 17 May 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. U. S. A.: IEEE, p. 493-500 8 p. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Word Boundary Information Isn’t Useful for Encoder Language Models

    Gow-Smith, E., Phelps, D., Madabushi, H. T., Scarton, C. & Villavicencio, A., 15 Aug 2024, ACL 2024 - 9th Workshop on Representation Learning for NLP, RepL4NLP 2024 - Proceedings of the Workshop. Zhao, C., Mosbach, M., Atanasova, P., Goldfarb-Tarrent, S., Hase, P., Hosseini, A., Elbayad, M., Pezzelle, S. & Mozes, M. (eds.). Texas, U. S. A.: Association for Computational Linguistics (ACL), p. 118-135 18 p. (ACL 2024 - 9th Workshop on Representation Learning for NLP, RepL4NLP 2024 - Proceedings of the Workshop).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
  • 2023

    A comparative analysis of state-of-the-art-time series forecasting algorithms

    Murray, C., Chaurasia, P., Hollywood, L. E. & Coyle, D., 25 Aug 2023, International Conference on Computational Science and Computational Intelligence. United States: IEEE Computational Intelligence Society

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    2 Citations (SciVal)
  • Addressing the Value Alignment Problem through Online Institutions

    Noriega, P., Verhagen, H., Padget, J. & d'Inverno, M., 20 Dec 2023, Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems 16 - 27th International Workshop, COINE 2023, Revised Selected Papers: 27th International Workshop, COINE 2023, London, U. K., May 29, 2023. Revisied Selected Papers. Fornara, N., Cheriyan, J. & Mertzani, A. (eds.). Cham, Switzerland: Springer, p. 77-94 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14002 LNAI).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    1 Citation (SciVal)
  • Agent-directed runtime norm synthesis

    Morris-Martin, A., De Vos, M., Padget, J. & Ray, O., 2 Jun 2023, Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2023. p. 2271-2279 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    2 Citations (SciVal)
  • AI for Information Technology Operation (AIOps): A review of IT Incident Risk Prediction

    Ahmed, S., Singh, M., Doherty, B., Ramlan, E., Harkin, K. & Coyle, D., 21 Mar 2023, International Conference on Soft Computing & Machine Intelligence. United States: IEEE Computational Intelligence Society, p. 253-257 5 p. (2022 9th International Conference on Soft Computing & Machine Intelligence (ISCMI)).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    2 Citations (SciVal)
  • Audio-Visual Face Reenactment

    Agarwal, M., Mukhopadhyay, R., Namboodiri, V. & Jawahar, C. V., 6 Feb 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. U. S. A.: IEEE, p. 5167-5176 10 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    16 Citations (SciVal)
  • Automatic Readability Assessment for Closely Related Languages

    Imperial, J. M. & Kochmar, E., 14 Jul 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 5371-5386 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    5 Citations (SciVal)
    122 Downloads (Pure)
  • BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages

    Imperial, J. M. & Kochmar, E., 31 Dec 2023, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Bouamor, H., Pino, J. & Bali, K. (eds.). Texas, U. S. A.: Association for Computational Linguistics (ACL), p. 6302-6309 8 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    1 Citation (SciVal)
  • BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks: Part of Advances in Neural Information Processing Systems 36 (NeurIPS 2023) Datasets and Benchmarks Track

    Milani, S., Kanervisto, A., Ramanauskas, K., Schulhoff, S., Houghton, B. & Shah, R., 16 Dec 2023, Advances in Neural Information Processing Systems 36 (NeurIPS 2023) : Datasets and Benchmarks Track. Vol. 36. 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    1 Citation (SciVal)
  • BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models

    Wei, Y., Vosselman, G. & Yang, M. Y., 25 Dec 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE, p. 2902-2911 10 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    2 Citations (SciVal)
  • Clustering long-distance runners based on their technique at one single speed does not generalise to multiple speeds

    Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 12 Jul 2023, ISBS Proceedings Archives: 41th International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    42 Downloads (Pure)
  • DATA INFORMED MODEL TEST DESIGN WITH MACHINE LEARNING – AN EXAMPLE IN NONLINEAR WAVE LOAD ON A VERTICAL CYLINDER

    Tang, T., Ding, H., Dai, S., Chen, X., Taylor, P. H., Zang, J. & Adcock, T. A. A., 22 Sept 2023, (E-pub ahead of print) Ocean Engineering. U. S. A.: The American Society of Mechanical Engineers(ASME), v005t06a015. (Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE; vol. 5).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Dynamic Source Localization and Functional Connectivity Estimation With State-Space Models: Preliminary Feasibility Analysis

    Sanchez-Bornot, J. M., Sotero, R. C. & Coyle, D., 2 Aug 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. U. S. A.: IEEE, p. 1-5 5 p. (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    2 Citations (SciVal)
    126 Downloads (Pure)
  • Edge-FVV: Free Viewpoint Video Streaming by Learning at the Edge

    Zhang, H., Zhang, J., Feng, W., Bian, K. & Tuo, H., 14 Jul 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. U. S. A.: IEEE, p. 2009-2014 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    1 Citation (SciVal)
    164 Downloads (Pure)
  • Estimation of ground reaction force during running using consumer-level wearable insoles and machine learning

    Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 16 Jul 2023, ISBS Proceedings Archives: 41st International Conference on Biomechanics in Sports (2023) Milwaukee, USA, July 12-16, 2023. 1 ed. International Society of Biomechanics in Sports (ISBS), Vol. 41. 4 p. 19

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    103 Downloads (Pure)
  • Expectation-Maximization Regularised Deep Learning for Tumour Segmentation

    Li, C., Huang, W., Chen, X., Wei, Y., Zhang, L., Zhang, J., Price, S. & Schonlieb, C. B., 1 Sept 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. U. S. A.: IEEE, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    3 Citations (SciVal)
  • FaceOff: A Video-to-Video Face Swapping System

    Agarwal, A., Sen, B., Mukhopadhyay, R., Namboodiri, V. & Jawahar, C. V., 6 Feb 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. IEEE, p. 3484-3493 10 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    2 Citations (SciVal)
  • Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models

    Imperial, J. M. & Tayyar Madabushi, H., 31 Dec 2023, Proceedings of the Third Workshop on Natural Language Generation, Evaluation, and Metrics (GEM). Singapore: Association for Computational Linguistics, p. 205–223 19 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    21 Downloads (Pure)
  • G-CNN: Adaptive Geometric Convolutional Neural Networks for MRI-Based Skull Stripping

    Li, Y., Li, C., Wei, Y., Price, S. J., Schoenlieb, C.-B. & Chen, X., 8 Oct 2023, International MICCAI Workshop 2023: The 2nd Workshop on Computational Mathematics Modeling in Cancer Analysis. Cham, Switzerland: Springer, Cham, p. 21-30 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14243).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • Generalized test utilities for long-tail performance in extreme multi-label classification

    Schultheis, E., Wydmuch, M., Kotłowski, W., Babbar, R. & Dembczyński, K., 9 Nov 2023, 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural Information Processing Systems Foundation, Inc., Vol. 36. 35 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    28 Downloads (Pure)
  • Governing Agents on the Web: (Blue Sky Ideas)

    Charpenay, V., Baldoni, M., Ciortea, A., Cranefield, S., Padget, J. & Singh, M., 20 Dec 2023, Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems 16 - 27th International Workshop, COINE 2023, Revised Selected Papers: 27th International Workshop, COINE 2023 London, U. K. May 29, 2023. Revised Selected papers. Fornara, N., Cheriyan, J. & Mertzani, A. (eds.). Cham, Switzerland: Springer, p. 55-73 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14002 LNAI).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

  • InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification

    Kharbanda, S., Banerjee, A., Gupta, D., Palrecha, A. & Babbar, R., 18 Jul 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 760-769 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    3 Citations (SciVal)
  • Interactive Image Segmentation with Cross-Modality Vision Transformers

    Li, K., Vosselman, G. & Yang, M. Y., 25 Dec 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023. IEEE, p. 762-772 11 p. (Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    4 Citations (SciVal)
  • Knowledge-based Intelligent System for IT Incident DevOps

    Ahmed, S., Singh, M., Doherty, B., Ramlan, E., Harkin, K., Bucholc, M. & Coyle, D., 25 Jul 2023, Proceedings - 2023 IEEE/ACM International Workshop on Cloud Intelligence and AIOps, AIOps 2023. IEEE, p. 1-7 7 p. (Proceedings - 2023 IEEE/ACM International Workshop on Cloud Intelligence and AIOps, AIOps 2023).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    1 Citation (SciVal)
  • LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023

    Alkhalifa, R., Bilal, I., Borkakoty, H., Camacho-Collados, J., Deveaud, R., El-Ebshihy, A., Espinosa-Anke, L., Gonzalez-Saez, G., Galuščáková, P., Goeuriot, L., Kochkina, E., Liakata, M., Loureiro, D., Tayyar Madabushi, H., Mulhem, P., Piroi, F., Popel, M., Servan, C. & Zubiaga, A., 2 Apr 2023, Advances in Information Retrieval. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Cham, Switzerland: Springer Nature Switzerland, p. 499-505 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13982 LNCS).

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access
    File
    6 Citations (SciVal)
    35 Downloads (Pure)
  • Multiple Severity-Level classifications for IT Incident Risk Prediction

    Ahmed, S., Singh, M., Doherty, B., Ramlan, E. I., Harkin, K. & Coyle, D., 21 Mar 2023, ISCMI 2022 conference proceedings. United States: IEEE Computational Intelligence Society

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    4 Citations (SciVal)
  • Multi-Resolution Skill Discovery for Hierarchical Reinforcement Learning

    Sharma, S., Namboodiri, V. & Hoffmann, J., 27 Nov 2023, NeurIPS 2023 Workshop on Goal-Conditioned Reinforcement Learning. 13 p.

    Research output: Chapter or section in a book/report/conference proceedingChapter in a published conference proceeding

    Open Access