news

I submitted my PhD thesis: Modelling Cross-lingual Transfer for Semantic Parsing! I will defend in my viva in May 2024.

Trust Region Aware Minimization is accepted to ICLR (Spotlight, Top 5%)! We propose a variant of SAM to improve zero-shot domain adaptation during fine-tuning. Code

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing is now up on MIT Press! I will be in person at EMNLP 2023 presenting on Friday (poster session 3) and at the MRL 2023 poster session on Thursday.

Gave a talk about our new paper Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing at UIUC Urbana-Champaign and AI2. The AI2 talk is on YouTube here.

New preprint out! In TRAM: Bridging Trust Regions and Sharpness Aware Minimization we propose a variant of sharpness-aware minimization for domain adaptation during fine-tuning.

Extrinsic Evaluation of Machine Translation Metrics is an Outstanding Paper at ACL 2023! I also received an Outstanding Reviewer award.

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing is accepted to TACL 2023. This is my final PhD thesis paper and we will present at EMNLP 2023. Preprint here.

I’ll be at ACL23 in person presenting Extrinsic Evaluation of Machine Translation Metrics and Meta-Learning a Cross-lingual Manifold for Semantic Parsing in Toronto.

Extrinsic Evaluation of Machine Translation Metrics is accepted to ACL 2023! Camera Ready

I’ll be spending the summer in Seattle interning at AI2.

I’m giving a talk Implicit and Explicit Alignment for Cross-lingual Semantic Parsing at the DIKU NLP Section.

Invited back to Huawei Research to talk about Meta Learning a Cross-lingual Manifold for Semantic Parsing in the Semantic Parsing and Dialog for Knowledge-Graph Query Group.

New preprint out! In Extrinsic Evaluation of Machine Translation Metrics we look at if MT evaluation can predict performance on cross-lingual NLU tasks. Joint work with Nikita Moghe, Lexi Birch and Mark Steedman.

I am presenting Meta-Learning a Cross-lingual Manifold for Semantic Parsing as a non-archival poster at AKBC 2022 in London.

Meta-Learning a Cross-lingual Manifold for Semantic Parsing has been accepted to TACL – we plan to present at ACL 2023!

I presented Zero Shot Cross-lingual Semantic Parsing at the Multilingual Information Access workshop at NAACL 2022.

Gave a talk at Huawei Research about Zero Shot Cross-lingual Semantic Parsing and upcoming future work.

I have been recognised as a Highlighted Reviewer at ICLR 2022 – congratulations to all the accepted papers!

Zero Shot Cross-lingual Semantic Parsing will appear at ACL 2022. See you in Dublin! Paper on ArXiv here and code here.

I gave a talk at Megagon Labs about my EMNLP paper Bootstrapping a Crosslingual Semantic Parser alongside talks on summarization and compositionality.

Bootstrapping a Crosslingual Semantic Parser has been accepted to Findings of EMNLP and will be presented at IntEx-Sempar 2020. Paper and Code.

Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity has been accepted to Meta-Eval 2020 at AAAI-20!

Attended the first EurNLP in London.

Submitted the dissertation Bootstrapping a Crosslingual Semantic Parser for the MSc(R) in Data Science.

Attended the Google NLP Summit at Google Zurich.

Moved to Edinburgh to begin the CDT in Data Science (PhD+MSc(R)) programme.

I have been awarded the Cambridge Computer Lab Palantir Prize for Highly Commended MPhil Project for my dissertation from the ACS degree.

Started an internship as a Machine Learning Intern at Siri Cambridge.

Started the MPhil in Advanced Computer Science from the Computer Lab Cambridge and Corpus Christi College.

Graduated from the EEE department at UCL with an MEng in Electronic Engineering.