Items where Subject is "Natural language processing"

Conference proceedings

Keet, C. Maria and Dumontier, Michel (2020) Knowledge Engineering and Knowledge Management -- 22nd International Conference, EKAW 2020, Bolzano, Italy, September 16-20, 2020, Proceedings, EKAW 2020, September 2020, Bolzano, LNAI, 12387, Springer.

Conference paper

Acton, Shane and Buys, Jan (2022) From GNNs to Sparse Transformers: Graph-based architectures for Multi-hop Question Answering, Proceedings of Third Southern African Conference for AI Research (SACAIR 2022), December 2022, Stellenbosch, South Africa, Artificial Intelligence Research, Communications in Computer and Information Science, 1734, 154-168, Springer, Cham.

Ahmed, Khalid N. Elmadani and Buys, Jan (2024) Neural Machine Translation between Low-Resource Languages with Synthetic Pivoting, Proceedings of 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Torino, Italia, 12144-12158, ELRA and ICCL.

Cohen, Jaron and Cohen, Roy and Toledo, Edan and Buys, Jan (2021) RepGraph: Visualising and Analysing Meaning Representation Graphs, Proceedings of The 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, November 7–11, 2021, Online and Punta Cana, Dominican Republic.

Elmadani, Khalid N. and Meyer, Francois and Buys, Jan (2022) University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages, Proceedings of Seventh Conference on Machine Translation (WMT), December 2022, Abu Dhabi, Association for Computational Linguistics.

Franzluebbers, Berta and Dunagan, Donald and Stanojevic, Milos and Buys, Jan and Hale, John (2024) Multipath parsing in the brain, Proceedings of 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 12215-12229, Association for Computational Linguistics.

Furman, Greg and Toledo, Edan and Shock, Jonathan and Buys, Jan (2022) A Sequence Modelling Approach to Question Answering in Text-Based Games, Proceedings of Wordplay: When Language Meets Games Workshop, 14 July 2022, Association for Computational Linguistics.

Gabriel, Saadia and Bosselut, Antoine and Da, Jeff and Holtzman, Ari and Buys, Jan and Lo, Kyle and Celikyilmaz, Asli and Choi, Yejin (2021) Discourse Understanding and Factual Consistency in Abstractive Summarization, Proceedings of 16th Conference of the European Chapter of the Association for Computational Linguistics, April 19 - 23, 2021, Online.

Holtzman, Ari and Buys, Jan and Du, Li and Forbes, Maxwell and Choi, Yejin (2020) The Curious Case of Neural Text Degeneration, Proceedings of International Conference on Learning Representations, 26 April - 1 May 2020, Online.

Mahlaza, Z and Raboanary, TH and Seakgwa, K and Keet, CM (2024) ReproHum #0866-04: Another Evaluation of Readers’ Reactions to News Headlines, Proceedings of ReproNLP Shared Task on Reproducibility of Evaluations in NLP (ReproNLP'24), 21 may 2024, Torino, Italy, 274-280, ACL.

Mesham, Stuart and Hayward, Luc and Shapiro, Jared and Buys, Jan (2021) Low-Resource Language Modelling of South African Languages, Proceedings of The Second Southern African Conference for AI Research, 6-10 December 2021, Dolphin Coast, KwaZulu-Natal.

Meyer, Francois and Buys, Jan (2024) A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation, Proceedings of Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024), Mexico City, Mexico.

Meyer, Francois and Buys, Jan (2022) Subword Segmental Language Modelling for Nguni Languages, Proceedings of Findings of EMNLP, 7-11 December 2022, Abu Dhabi, United Arab Emirates, Findings of EMNLP.

Meyer, Francois and Buys, Jan (2023) Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation, Proceedings of Association for Computational Linguistics: ACL 2023, 9-14 July 2023, Toronto, Canada, Findings of the Association for Computational Linguistics, 2795-2809, Association of Computational Linguistics.

Meyer, Francois and Buys, Jan (2024) Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation, Proceedings of Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),, Turin, Italy.

Meyer, Francois and Song, Haiyue and Chakrabarty, Abhisek and Buys, Jan and Dabre, Raj and Tanaka, Hideki (2024) NGLUEni: Benchmarking and Adapting Pretrained Language Models for Nguni Languages, Proceedings of Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), Turin, Italy.

Moeng, Tumi and Reay, Sheldon and Daniels, Aaron and Buys, Jan (2021) Canonical and Surface Morphological Segmentation for Nguni Languages, Proceedings of The Second Southern African Conference for AI Research, 6-10 December 2021, Dolphin Coast, KwaZulu-Natal, Communications in Computer and Information Science, Springer.

Mojapelo, Maxwell and Buys, Jan (2023) Data Augmentation for Low Resource Neural Machine Translation for Sotho-Tswana Languages, Proceedings of Southern African Conference for AI Research (SACAIR 2023), December 2023, Johannesburg, South Africa.

Oortwijn, Yvette and Bloem, Jelke and Sommerauer, Pia and Meyer, Francois and Zhou, Wei and Fokkens, Antske (2021) Challenging distributional models with a conceptual network of philosophical terms, Proceedings of 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.

Pannach, Franziska and Meyer, Francois and Jembere, Edgar and Sibon, Dlamini (2021) NLAPOST2021 1st Shared Task on Part-of-Speech Tagging for Nguni Languages, Proceedings of International Conference of the Digital Humanities Association of Southern Africa (DHASA) 2021.

Ralethe, Sello and Buys, Jan (2022) Generic Overgeneralization in Pre-trained Language Models, Proceedings of International Conference on Computational Linguistics, 12-17 October 2022, Republic of Korea, International Committee on Computational Linguistics.

Sinclair, Neil and Buys, Jan (2022) Self-Supervised Text Style Transfer with Rationale Prediction and Pretrained Transformers, Proceedings of Third Southern African Conference for AI Research (SACAIR 2022), December 2022, Stellenbosch, South Africa, Artificial Intelligence Research, Communications in Computer and Information Science, 1734, 291-305, Springer, Cham.

Song, Haiyue and Meyer, Francois and Dabre, Raj and Tanaka, Hideki and Chu, Chenhui and Kurohashi, Sadao (2024) SubMerge: Merging Equivalent Subword Tokenizations for Subword Regularized Models in Neural Machine Translation, Proceedings of Annual Conference of the European Association for Machine Translation (EAMT 2024), Sheffield, United Kingdom.

Toledo, Edan and Buys, Jan and Shock, Jonathan (2023) Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments, Proceedings of 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023), 2-6 May 2023, Dubrovnik, Croatia, 1230-1242, Association for Computational Linguistics.

Journal article (paginated)

Wiśniewski, Dawid and Potoniec, Jedrzej and Lawrynowicz, Agnieszka and Keet, C. Maria (2019) Analysis of Ontology Competency Questions and their formalizations in SPARQL-OWL, Journal of Web Semantics, 59, 100534, Elsevier.

Preprint

Keet, C. Maria and Khumalo, Langa (2023) Contextualising Levels of Language Resourcedness affecting Digital Processing of Text, CoRR, abs/23.