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Iain Mackie's starred repositories

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

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Online appendix for the SIGIR 2022 paper titled "BERT-ER: Query-specific BERT Entity Representations for Entity Ranking".

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CODEC is a document and entity ranking dataset that focuses on complex essay-style topics.

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Deep Learning Hard (DL-HARD) is a new annotated dataset extending TREC Deep Learning benchmark.

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

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Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)

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Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

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Code Samples from Neural Networks for NLP

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My most frequently used learning-to-rank algorithms ported to rust for efficiency. Try it: "pip install fastrank".

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Experimental Git Mirror of "https://sourceforge.net/p/lemur/galago" using "https://github.com/felipec/git-remote-hg"

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A collection of tutorials for Snorkel

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A collection of simple tutorials for using Emmental.

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Anserini is a Lucene toolkit for reproducible information retrieval research

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Applying Snorkel to SuperGLUE

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A system for quickly generating training data with weak supervision

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