| Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. MT Pilehvar, D Kartsaklis, V Prokhorov, N Collier EMNLP, 1391-1401, 2018 | 36* | 2018 |
| Faster-than-real-time linear lane detection implementation using soc dsp tms320c6678 R Fan, V Prokhorov, N Dahnoun 2016 IEEE International Conference on Imaging Systems and Techniques (IST …, 2016 | 29 | 2016 |
| On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation V Prokhorov, E Shareghi, Y Li, MT Pilehvar, N Collier 3rd Workshop on Neural Generation and Translation (WNGT 2019), 10, 2019 | 27 | 2019 |
| Unseen word representation by aligning heterogeneous lexical semantic spaces V Prokhorov, MT Pilehvar, D Kartsaklis, P Lio, N Collier Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6900-6907, 2019 | 19* | 2019 |
| Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models V Prokhorov, MT Pilehvar, N Collier NAACL 2019, 2019 | 8 | 2019 |
| Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders V Prokhorov, Y Li, E Shareghi, N Collier arXiv preprint arXiv:2009.12421, 2020 | 5* | 2020 |
| Unsupervised representation disentanglement of text: An evaluation on synthetic datasets L Zhang, V Prokhorov, E Shareghi arXiv preprint arXiv:2106.03631, 2021 | 4 | 2021 |
| Autoencoding Conditional Neural Processes for Representation Learning V Prokhorov, I Titov, N Siddharth arXiv preprint arXiv:2305.18485, 2023 | | 2023 |
| StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure M Opper, V Prokhorov, N Siddharth arXiv preprint arXiv:2305.05588, 2023 | | 2023 |
| Injecting Inductive Biases into Distributed Representations of Text V Prokhorov University of Cambridge, 2021 | | 2021 |
Nigel CollierProfessor of Natural Language Processing, University of CambridgeVerified email at cam.ac.uk
