Publications

Aman Hussain, Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova (2021). Towards a robust experimental framework and benchmark for lifelong language learning. NeurIPS 2021.

PDF Project Source Document

Aman Hussain, Zi Long Zhu, Christiaan van der Vlist, David Cerny (2020). Question Classification using Hierarchical LSTM architectures. Question Classification using Hierarchical LSTM architectures.

PDF Code Project

Aman Hussain, Ivan Bardarov, Omar Elbaghdadi, Balint Hompot (2020). Meta-Learning for Few-shot Domain Adaptation. Meta-Learning for Few-shot Domain Adaptation.

PDF Code Project Poster

Aman Hussain, Emil Dudev (2020). Evolution of Representations in Cross-Lingual Fine-tuning. Evolution of Representations in Cross-Lingual Fine-tuning.

PDF Code Project Poster

Omar Elbaghdadi, Aman Hussain (2020). Probing Language Models. Probing Language Models.

PDF Poster

Aman Hussain, Omar Elbaghdadi, Ivan Bardarov, Christoph Hoenes (2020). Self-Explaining Neural Networks: A review with extensions. Fairness, Accountability, Confidentiality and Transparency in AI.

PDF Code Project

Omar Elbaghdadi, Aman Hussain (2019). Encoding sentences with neural models. Encoding sentences with neural models.

PDF

Subhojeet Pramanik, Aman Hussain (2019). Text Normalization using Memory Augmented Neural Networks. Speech Communication (EURASIP & ISCA) Elsevier.

Preprint PDF Code Dataset Project DOI

Aman Hussain (2018). Deep Representation Learning for Trigger Monitoring. CERN Openlab Technical Report.

PDF Poster Video DOI