Morphology Matters: A Multilingual Language Modeling Analysis HH Park, KJ Zhang, C Haley, K Steimel, H Liu, L Schwartz Transactions of the Association for Computational Linguistics 9, 261-276, 2021 | 36 | 2021 |
Neural polysynthetic language modelling L Schwartz, F Tyers, L Levin, C Kirov, P Littell, C Lo, E Prud'hommeaux, ... arXiv preprint arXiv:2005.05477, 2020 | 20 | 2020 |
This is a BERT. Now there are several of them. Can they generalize to novel words? C Haley Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting …, 2020 | 16 | 2020 |
How to encode arbitrarily complex morphology in word embeddings, no corpus needed L Schwartz, C Haley, F Tyers Proceedings of the first workshop on NLP applications to field linguistics …, 2022 | 5 | 2022 |
Deep neural networks easily learn unnatural infixation and reduplication patterns C Haley, C Wilson Proceedings of the Society for Computation in Linguistics 4 (1), 427-433, 2021 | 5 | 2021 |
Invertible Tree Embeddings using a Cryptographic Role Embedding Scheme C Haley, P Smolensky Proceedings of the 28th International Conference on Computational …, 2020 | 4 | 2020 |
Communicative Efficiency or Iconic Learning: Do acquisition and communicative pressures interact to shape colour-naming systems? B Gyevnar, G Dagan, C Haley, S Guo, F Mollica Entropy 24 (11), 1542, 2022 | 3 | 2022 |
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages P Soulos, S Rao, C Smith, E Rosen, A Celikyilmaz, RT McCoy, Y Jiang, ... arXiv preprint arXiv:2208.06061, 2022 | 3 | 2022 |
Communicative Efficiency or Iconic Learning: Do developmental and communicative pressures interact to shape colour-naming systems?. Preprints 2022, 1, 0 B Gyevnar, G Dagan, C Haley, S Guo, F Mollica Complexity 10, 15, 2022 | | 2022 |