Victor Prokhorov

18 papers A* 4Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Benchmark for Deep Information Synthesis. CoRR Debjit Paul, Daniel Murphy, Milan Gritta, Ronald Cardenas, Victor Prokhorov, Lena Sophia Bolliger, Aysim Toker, Roy Vaughan Miles, Andreea-Maria Oncescu, Jasivan Alex Sivakumar, Philipp Borchert, Ismail Elezi, Meiru Zhang, Ka Yiu Lee, Guchun Zhang, Jun Wang, Gerasimos Lampouras
2024	A*	`conf`	Autoencoding Conditional Neural Processes for Representation Learning. ICML Victor Prokhorov, Ivan Titov, N. Siddharth
2023	J	`jnl`	Autoencoding Conditional Neural Processes for Representation Learning. CoRR Victor Prokhorov, Ivan Titov, N. Siddharth
2023	A*	`conf`	StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. EMNLP Mattia Opper, Victor Prokhorov, Siddharth Narayanaswamy
2023	J	`jnl`	StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. CoRR Mattia Opper, Victor Prokhorov, N. Siddharth
2021	—	`conf`	Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. RepL4NLP@ACL-IJCNLP Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
2021	—	`conf`	Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. RepL4NLP@ACL-IJCNLP Lan Zhang, Victor Prokhorov, Ehsan Shareghi
2021	J	`jnl`	Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. CoRR Lan Zhang, Victor Prokhorov, Ehsan Shareghi
2020	J	`jnl`	Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
2019	—	`conf`	Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
2019	J	`jnl`	Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
2019	—	`conf`	On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. NGT@EMNLP-IJCNLP Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
2019	J	`jnl`	On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. CoRR Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
2019	A*	`conf`	Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
2018	A*	`conf`	Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
2018	J	`jnl`	Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
2018	J	`jnl`	Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
2017	J	`jnl`	Learning Rare Word Representations using Semantic Bridging. CoRR Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier