Selected Publications

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(2021). PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them. TACL 2021.

Preprint PDF Dataset Project Website

(2020). Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. NeurIPS 2020.

Preprint PDF

(2020). How Context Affects Language Models' Factual Predictions. AKBC 2020.

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(2019). Language Models as Knowledge Bases?. In EMNLP 2019.

PDF Code Dataset Project

Latest Publications

More Publications

(2021). The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus. Arxiv Preprint.

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(2021). Boosted Dense Retriever. Arxiv Preprint.

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(2021). Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?. Arxiv Preprint.

Preprint PDF

Projects

Here are some projects I’m involved with:

LAMA

LAMA ia a probe for analyzing factual and commonsense knowledge in language models.

UnsupervisedQA

Code, Data and Models to run Unsupervised Question Answering data generation on your own documents

Cape

Cape is a software solution allowing for SUPER easy integration of Machine Reading into software.

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