Learning Rare Word Representations using Semantic Bridging. - Victor Prokhorov; Mohammad Taher Pilehvar; Dimitri Kartsaklis; Pietro Liò; Nigel Collier (CoRR, 2017)

Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. - Mohammad Taher Pilehvar; Dimitri Kartsaklis; Victor Prokhorov; Nigel Collier (EMNLP, 2018)

Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. - Mohammad Taher Pilehvar; Dimitri Kartsaklis; Victor Prokhorov; Nigel Collier (CoRR, 2018)

Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. - Victor Prokhorov; Mohammad Taher Pilehvar; Dimitri Kartsaklis; Pietro Liò; Nigel Collier (AAAI, 2019)

On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. - Victor Prokhorov; Ehsan Shareghi; Yingzhen Li; Mohammad Taher Pilehvar; Nigel Collier (NGT@EMNLP-IJCNLP, 2019)

Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. - Victor Prokhorov; Mohammad Taher Pilehvar; Nigel Collier (NAACL-HLT (1), 2019)

Hierarchical Sparse Variational Autoencoder for Text Encoding. - Victor Prokhorov; Yingzhen Li; Ehsan Shareghi; Nigel Collier (CoRR, 2020)

Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. - Victor Prokhorov; Yingzhen Li; Ehsan Shareghi; Nigel Collier (RepL4NLP@ACL-IJCNLP, 2021)

Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. - Lan Zhang; Victor Prokhorov; Ehsan Shareghi (RepL4NLP@ACL-IJCNLP, 2021)

StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. - Mattia Opper; Victor Prokhorov; Siddharth Narayanaswamy (EMNLP, 2023)

Autoencoding Conditional Neural Processes for Representation Learning. - Victor Prokhorov; Ivan Titov 001; N. Siddharth 001 (ICML, 2024)