Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 843 | 2022 |
Graded hyponymy for compositional distributional semantics D Bankova, B Coecke, M Lewis, D Marsden Journal of Language Modelling 6 (2), 225–260-225–260, 2018 | 73* | 2018 |
Modelling the interplay of metaphor and emotion through multitask learning V Dankers, M Rei, M Lewis, E Shutova Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 72 | 2019 |
Hierarchical conceptual spaces for concept combination M Lewis, J Lawry Artificial Intelligence 237, 204-227, 2016 | 58 | 2016 |
Interacting conceptual spaces I: Grammatical composition of concepts J Bolt, B Coecke, F Genovese, M Lewis, D Marsden, R Piedeleu Conceptual spaces: Elaborations and applications, 151-181, 2019 | 54 | 2019 |
Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective X Tong, E Shutova, M Lewis Proceedings of the 2021 conference of the North American chapter of the …, 2021 | 39 | 2021 |
Generalized relations in linguistics & cognition B Coecke, F Genovese, M Lewis, D Marsden, A Toumi Theoretical computer science 752, 104-115, 2018 | 30 | 2018 |
Does clip bind concepts? probing compositionality in large image models M Lewis, NV Nayak, P Yu, Q Yu, J Merullo, SH Bach, E Pavlick arXiv preprint arXiv:2212.10537, 2022 | 26 | 2022 |
Interacting conceptual spaces J Bolt, B Coecke, F Genovese, M Lewis, D Marsden, R Piedeleu arXiv preprint arXiv:1608.01402, 2016 | 23 | 2016 |
Compositional hyponymy with positive operators M Lewis Proceedings of the International Conference on Recent Advances in Natural …, 2019 | 21 | 2019 |
Modelling lexical ambiguity with density matrices F Meyer, M Lewis arXiv preprint arXiv:2010.05670, 2020 | 20 | 2020 |
Towards logical negation for compositional distributional semantics M Lewis arXiv preprint arXiv:2005.04929, 2020 | 16 | 2020 |
Compositionality for recursive neural networks M Lewis arXiv preprint arXiv:1901.10723, 2019 | 14 | 2019 |
Internal wiring of cartesian verbs and prepositions B Coecke, M Lewis, D Marsden arXiv preprint arXiv:1811.05770, 2018 | 14 | 2018 |
A Label Semantics Approach to Linguistic Hedges M Lewis, J Lawry International Journal of Approximate Reasoning 55 (5), 1147-1163, 2014 | 14 | 2014 |
Cats climb entails mammals move: preserving hyponymy in compositional distributional semantics G De las Cuevas, A Klingler, M Lewis, T Netzer arXiv e-prints, arXiv: 2005.14134, 2020 | 10 | 2020 |
A compositional explanation of the ‘pet fish’phenomenon B Coecke, M Lewis Quantum Interaction: 9th International Conference, QI 2015, Filzbach …, 2016 | 10 | 2016 |
Modelling hyponymy for DisCo-Cat M Lewis Proceedings of the Applied Category Theory Conference, Oxford, UK, 2019 | 8 | 2019 |
Categorical compositional cognition Y Al-Mehairi, B Coecke, M Lewis Quantum Interaction: 10th International Conference, QI 2016, San Francisco …, 2017 | 8* | 2017 |
Using counterfactual tasks to evaluate the generality of analogical reasoning in large language models M Lewis, M Mitchell arXiv preprint arXiv:2402.08955, 2024 | 7 | 2024 |