Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD)

Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor 2023-09 Association for Computational Linguistics Gothenburg, Sweden text conference publication clasp-2023-1 https://aclanthology.org/2023.clasp-1.0/ Improving Few-Shot Learning with Multilingual Transfer and Monte Carlo Training Set Selection Antonis Maronikolakis author Paul O’Grady author Hinrich Schütze author Matti Lyra author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication maronikolakis-etal-2023-improving https://aclanthology.org/2023.clasp-1.1/ 2023-09 1 10 Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis Josip Jukić author Jan Snajder author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication jukic-snajder-2023-smooth https://aclanthology.org/2023.clasp-1.2/ 2023-09 11 24 Entrenchment Matters: Investigating Positional and Constructional Sensitivity in Small and Large Language Models Bastian Bunzeck author Sina Zarrieß author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication bunzeck-zarriess-2023-entrenchment https://aclanthology.org/2023.clasp-1.3/ 2023-09 25 37 Facilitating learning outcome assessment– development of new datasets and analysis of pre-trained language models Akriti Jindal author Kaylin Kainulainen author Andrew Fisher author Vijay Mago author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication jindal-etal-2023-facilitating https://aclanthology.org/2023.clasp-1.4/ 2023-09 38 47 Because is why: Children’s acquisition of topoi through why questions Christine Howes author Ellen Breitholtz author Vladislav Maraev author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication howes-etal-2023-childrens https://aclanthology.org/2023.clasp-1.5/ 2023-09 48 54 Do Language Models discriminate between relatives and pseudorelatives? Adele Henot-Mortier author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication henot-mortier-2023-language https://aclanthology.org/2023.clasp-1.6/ 2023-09 55 61 Preparing a corpus of spoken Xhosa Eva-Marie Bloom Ström author Onelisa Slater author Aron Zahran author Aleksandrs Berdicevskis author Anne Schumacher author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication bloom-strom-etal-2023-preparing https://aclanthology.org/2023.clasp-1.7/ 2023-09 62 67 Machine Translation of Folktales: small-data-driven and LLM-based approaches Olena Burda-Lassen author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication burda-lassen-2023-machine https://aclanthology.org/2023.clasp-1.8/ 2023-09 68 71 Example-Based Machine Translation with a Multi-Sentence Construction Transformer Architecture Haozhe Xiao author Yifei Zhou author Yves Lepage author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication xiao-etal-2023-example https://aclanthology.org/2023.clasp-1.9/ 2023-09 72 80 Reconstruct to Retrieve: Identifying interesting news in a Cross-lingual setting Boshko Koloski author Blaz Skrlj author Nada Lavrac author Senja Pollak author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication koloski-etal-2023-reconstruct https://aclanthology.org/2023.clasp-1.10/ 2023-09 81 89 Linguistic Pattern Analysis in the Climate Change-Related Tweets from UK and Nigeria Ifeoluwa Wuraola author Nina Dethlefs author Daniel Marciniak author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication wuraola-etal-2023-linguistic https://aclanthology.org/2023.clasp-1.11/ 2023-09 90 97 Nut-cracking Sledgehammers: Prioritizing Target Language Data over Bigger Language Models for Cross-Lingual Metaphor Detection Jakob Schuster author Katja Markert author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication schuster-markert-2023-nut https://aclanthology.org/2023.clasp-1.12/ 2023-09 98 106 Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions Konstantinos Kogkalidis author Michael Moortgat author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication kogkalidis-moortgat-2023-geometry https://aclanthology.org/2023.clasp-1.13/ 2023-09 107 119 UseClean: learning from complex noisy labels in named entity recognition Jinjin Tian author Kun Zhou author Meiguo Wang author Yu Zhang author Benjamin Yao author Xiaohu Liu author Chenlei Guo author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication tian-etal-2023-useclean https://aclanthology.org/2023.clasp-1.14/ 2023-09 120 130 Benchmarking Neural Network Generalization for Grammar Induction Nur Lan author Emmanuel Chemla author Roni Katzir author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication lan-etal-2023-benchmarking https://aclanthology.org/2023.clasp-1.15/ 2023-09 131 140 A Sanskrit grammar-based approach to identify and address gaps in Google Translate’s Sanskrit-English zero-shot NMT Amit Rao author Kanchi Gopinath author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication rao-gopinath-2023-sanskrit https://aclanthology.org/2023.clasp-1.16/ 2023-09 141 166 From web to dialects: how to enhance non-standard Russian lects lemmatisation? Ilia Afanasev author Olga Lyashevskaya author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication afanasev-lyashevskaya-2023-web https://aclanthology.org/2023.clasp-1.17/ 2023-09 167 175 Improving BERT Pretraining with Syntactic Supervision Georgios Tziafas author Konstantinos Kogkalidis author Gijs Wijnholds author Michael Moortgat author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication tziafas-etal-2023-improving https://aclanthology.org/2023.clasp-1.18/ 2023-09 176 184 MAP: Low-data Regime Multimodal Learning with Adapter-based Pre-training and Prompting Wenyan Li author Dong Li author Wanjing Li author Yuanjie Wang author Hai Jie author Yiran Zhong author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication li-etal-2023-map https://aclanthology.org/2023.clasp-1.19/ 2023-09 185 190 On the role of resources in the age of large language models Simon Dobnik author John Kelleher author 2023-09 text Proceedings of the 2023 CLASP Conference on Learning with Small Data (LSD) Ellen Breitholtz editor Shalom Lappin editor Sharid Loaiciga editor Nikolai Ilinykh editor Simon Dobnik editor Association for Computational Linguistics Gothenburg, Sweden conference publication dobnik-kelleher-2023-role https://aclanthology.org/2023.clasp-1.20/ 2023-09 191 197