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add results and colab
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README.md

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## Available Models
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Please refer to the [link](https://colab.research.google.com/drive/1xin1LjNAM7b-Hs0THUbt_-ggj77vOohy?usp=sharing) for instructions on how to run each model.
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### Candidate Retriever
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* BM25
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* ZELDA Candidate List ([Milich and Akbik., 2023](https://github.com/flairNLP/zelda))
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* TACKBP-2010 ([Ji et al., 2011](https://blender.cs.illinois.edu/paper/kbp2011.pdf)): You must sign Text Analysis Conference (TAC) Knowledge Base Population Evaluation License Agreement.
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<!-- * ACE2004 ([Ratinov et al., 2011]()): You must sign the Linguistic Data Consortium (LDC) Licence Agreeement. -->
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<!-- * AQUAINT ([Milne and Witten, 2008](https://community.nzdl.org/wikification/)): AQUAINT consists 50 randomly selected arcles from the English portion of AQUAINT corpus, which is not publicly available. You can find the information [here](https://tac.nist.gov//data/data_desc.html) -->
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* Results for ZeshEL/ZELDA benchmarks (aida-b, tweeki, reddit-*, shadowlink-*, and wned-*) across all models can be found in [the Spreadsheet](https://docs.google.com/spreadsheets/d/1J3xOjhu47N64WkHLJJwP-6KbDB-Bklm0q2FRRqDUW9M/edit?usp=sharing).
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### Custom Dataset
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If you want to use our packages with the your private dataset, you must convert it to the following format:

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