Towards interpretable-by-design deep learning algorithms

Angelov, P., Kangin, D. & Zhang, Z., 19/11/2023, Arxiv.

Research output: Working paper › Preprint

AfriMTE and AfriCOMET: Empowering COMET to Embrace Under-resourced African Languages

Wang, J., Adelani, D. I., Agrawal, S., Rei, R., Briakou, E., Carpuat, M., Masiak, M., He, X., Bourhim, S., Bukula, A., Mohamed, M., Olatoye, T., Mokayede, H., Mwase, C., Kimotho, W., Yuehgoh, F., Aremu, A., Ojo, J., Muhammad, S. H. & Osei, S. & 37 others, Omotayo, A.-H., Chukwuneke, C., Ogayo, P., Hourrane, O., Anigri, S. E., Ndolela, L., Mangwana, T., Mohamed, S. A., Hassan, A., Awoyomi, O. O., Alkhaled, L., Al-Azzawi, S., Etori, N. A., Ochieng, M., Siro, C., Njoroge, S., Muchiri, E., Kimotho, W., Momo, L. N. W., Abolade, D., Ajao, S., Adewumi, T., Shode, I., Macharm, R., Iro, R. N., Abdullahi, S. S., Moore, S. E., Opoku, B., Akinjobi, Z., Afolabi, A., Obiefuna, N., Ogbu, O. R., Brian, S., Otiende, V. A., Mbonu, C. E., Sari, S. T. & Stenetorp, P., 16/11/2023, Arxiv.

Research output: Working paper › Preprint

Online Multivariate Changepoint Detection: Leveraging Links With Computational Geometry

Pishchagina, L., Romano, G., Fearnhead, P., Runge, V. & Rigaill, G., 2/11/2023, Arxiv.

Research output: Working paper › Preprint

Patch-CLIP: A Patch-Text Pre-Trained Model

Tang, X., Chen, Z., Ezzini, S., Tian, H., Klein, J. & Bissyande, T. F., 19/10/2023.

Research output: Working paper › Preprint

Clifford algebras, symmetric spaces and cohomology rings of Grassmannians

Calvert, K., Nishiyama, K. & Pandžić, P., 7/10/2023.

Research output: Working paper › Preprint

The heart fan of an abelian category

Broomhead, N., Pauksztello, D., Ploog, D. & Woolf, J., 4/10/2023, (Unpublished).

Research output: Working paper › Preprint

Steenrod operations via higher Bruhat orders

Laplante-Anfossi, G. & Williams, N. J., 28/09/2023.

Research output: Working paper › Preprint

The LOFAR Two-Metre Sky Survey (LoTSS): VI. Optical identifications for the second data release

Hardcastle, M. J., Horton, M. A., Williams, W. L., Duncan, K. J., Alegre, L., Barkus, B., Croston, J. H., Dickinson, H., Osinga, E., Röttgering, H. J. A., Sabater, J., Shimwell, T. W., Best, P. N., Botteon, A., Brüggen, M., Drabent, A., Gasperin, F. D., Gürkan, G., Hajduk, M. & Hale, C. L. & 27 others, Hoeft, M., Jamrozy, M., Kunert-Bajraszewska, M., Kondapally, R., Magliocchetti, M., Mahatma, V. H., Mostert, R. I. J., Pajdosz-Śmierciak, U., Petley, J., Pierce, J. C. S., Prandoni, I., Schwarz, D. J., Shulewski, A., Siewert, T. M., Stott, J. P., Tang, H., Vaccari, M., Desbled, S., Goyal, A., Gonano, V., Hanset, M., Kurtz, W., Mielle, L., Molloy, C. S., Roth, R., Terentev, I. A. & Torres, M., 30/08/2023, (Accepted/In press) Arxiv.

Research output: Working paper › Preprint

Measurement of the Positive Muon Anomalous Magnetic Moment to 0.20 ppm

Muon g-2, 11/08/2023.

Research output: Working paper › Preprint

Moment tracking and their coordinate transformations for macroparticles with an application to plasmas around black holes

Warwick, A. & Gratus, J., 2/08/2023, Arxiv.

Research output: Working paper › Preprint

Hyperbolic Code Retrieval: A Novel Approach for Efficient Code Search Using Hyperbolic Space Embeddings

Tang, X., Chen, Z., Ezzini, S., Tian, H., Song, Y., Klein, J. & Bissyande, T. F., 1/08/2023.

Research output: Working paper › Preprint

Learning to Represent Patches

Tang, X., Tian, H., Chen, Z., Pian, W., Ezzini, S., Kader Kabore, A., Habib, A., Klein, J. & Bissyande, T. F., 1/08/2023.

Research output: Working paper › Preprint

Multilevel Semantic Embedding of Software Patches: A Fine-to-Coarse Grained Approach Towards Security Patch Detection

Tang, X., Chen, Z., Ezzini, S., Tian, H., Song, Y., Klein, J. & Bissyande, T. F., 1/08/2023.

Research output: Working paper › Preprint

A novel ILK/STAT3 pathway controls plasticity in a neural stem cell model of glioblastoma

Loftus, A. E. P., Romano, M. S., Phuong, A. N., Muir, M. T., Dawson, J. C., Avalle, L., Douglas, A. T., Mort, R. L., Byron, A., Carragher, N. O., Pollard, S. M., Brunton, V. G. & Frame, M. C., 19/07/2023, bioRxiv.

Research output: Working paper › Preprint

Can Model Fusing Help Transformers in Long Document Classification? An Empirical Study

Premasiri, D., Ranasinghe, T. & Mitkov, R., 18/07/2023, Arxiv.

Research output: Working paper › Preprint

NeuroRehabilitation OnLine (NROL): Description of a multidisciplinary group telerehabilitation innovation for stroke and neurological conditions using the TIDieR checklist

Ackerley, S., Wilson, N., Boland, P., Peel, R. & Connell, L., 12/07/2023, medRxiv.

Research output: Working paper › Preprint

Assessing Energy and Climate Effects of Digitalization: Methodological Challenges and Key Recommendations

Bremer, C., Kamiya, G., Bergmark, P., Coroamă, V. C., Masanet, E. & Lifset, R., 10/07/2023.

Research output: Working paper › Preprint

An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

Müller, S., Toborek, V., Beckh, K., Jakobs, M., Bauckhage, C. & Welke, P., 27/06/2023, Arxiv.

Research output: Working paper › Preprint

Expectation-Complete Graph Representations with Homomorphisms

Welke, P., Thiessen, M., Jogl, F. & Gärtner, T., 9/06/2023, Arxiv.

Research output: Working paper › Preprint

Hidden Schema Networks

Sánchez, R. J., Conrads, L., Welke, P., Cvejoski, K. & Ojeda, C., 26/05/2023, Arxiv.

Research output: Working paper › Preprint

CoinEM: Tuning-Free Particle-Based Variational Inference for Latent Variable Models

Sharrock, L., Dodd, D. & Nemeth, C., 24/05/2023.

Research output: Working paper › Preprint

Learning Rate Free Bayesian Inference in Constrained Domains

Sharrock, L., Mackey, L. & Nemeth, C., 24/05/2023.

Research output: Working paper › Preprint

AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages

Ogundepo, O., Gwadabe, T. R., Rivera, C. E., Clark, J. H., Ruder, S., Adelani, D. I., Ezeani, I., Chukwuneke, C., Dossou, B. F. P., Abdou, A. D., Sikasote, C., Hacheme, G., Buzaaba, H., Mabuya, R., Osei, S., Emezue, C., Kahira, A. N., Muhammad, S. H., Oladipo, A. & Owodunni, A. T. & 32 others, Tonja, A. L., Shode, I., Asai, A., Ajayi, T. O., Siro, C., Arthur, S., Adeyemi, M., Ahia, O., Anuoluwapo, A., Awosan, O., Opoku, B., Ayodele, A., Otiende, V., Mwase, C., Sinkala, B., Rubungo, A. N., Ajisafe, D. A., Onwuegbuzia, E. F., Mbow, H., Niyomutabazi, E., Mukonde, E., Lawan, F. I., Ahmad, I. S., Alabi, J. O., Namukombo, M., Chinedu, M., Phiri, M., Putini, N., Mngoma, N., Amuok, P. A., Iro, R. N. & Adhiambo, S., 11/05/2023, Arxiv.

Research output: Working paper › Preprint

MasakhaNEWS: News Topic Classification for African languages

Adelani, D. I., Chukwuneke, C. I., Masiak, M., Azime, I. A., Alabi, J. O., Tonja, A. L., Mwase, C., Ogundepo, O., Dossou, B. F. P., Oladipo, A., Nixdorf, D., Emezue, C. C., al-azzawi, S. S., Sibanda, B. K., David, D., Ndolela, L., Mukiibi, J., Ajayi, T. O., Ngoli, T. M. & Odhiambo, B. & 42 others, Mbonu, C. E., Owodunni, A. T., Obiefuna, N. C., Muhammad, S. H., Abdullahi, S. S., Yigezu, M. G., Gwadabe, T., Abdulmumin, I., Bame, M. T., Awoyomi, O. O., Shode, I., Adelani, T. A., Kailani, H. A., Omotayo, A.-H., Adeeko, A., Abeeb, A., Aremu, A., Samuel, O., Siro, C., Kimotho, W., Ogbu, O. R., Fanijo, S., Ojo, J., Awosan, O. F., Guge, T. K., Sari, S. T., Nyatsine, P., Sidume, F., Yousuf, O., Oduwole, M., Kimanuka, U., Tshinu, K. P., Diko, T., Nxakama, S., Johar, A. T., Gebre, S., Mohamed, M., Mohamed, S. A., Hassan, F. M., Mehamed, M. A., Ngabire, E. & Stenetorp, P., 19/04/2023.

Research output: Working paper › Preprint

Retention Is All You Need

Mohiuddin, K., Alam, M. A., Alam, M. M., Welke, P., Martin, M., Lehmann, J. & Vahdati, S., 6/04/2023, Arxiv.

Research output: Working paper › Preprint