Patrick Lewis

Natural Language Processing PhD student

Natural Language Patrick

I’m a London-based Natural Language Processing PhD student, splitting my time between Facebook AI Research (FAIR) and University College London.

I’m interested in how we can design neural natural language systems which exploit human annotations much more effectively, particularly in question answering.

I also occasionally blog about my research here, and tweet here.

Publications

More Publications

Patrick Lewis, Myle Ott, Jingfei Du, Veselin Stoyanov (2020). Pretrained Language Models for Biomedical and Clinical Tasks:Understanding and Extending the State-of-the-Art. In ClinicalNLP 2020 @ EMNLP 2020.

PDF Code Project

Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oğuz (2020). Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval. Arxiv Preprint.

Preprint PDF

Fabio Petroni, Aleksandra Piktus, Angela Fan, Patrick Lewis, Majid Yazdani, Nicola De Cao, James Thorne, Yacine Jernite, Vassilis Plachouras, Tim Rocktäschel, Sebastian Riedel (2020). KILT: a Benchmark for Knowledge Intensive Language Tasks. Arxiv Preprint.

Preprint PDF Code

Patrick Lewis, Pontus Stenetorp, Sebastian Riedel (2020). Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets. Arxiv Preprint.

Preprint PDF Dataset Project Website