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README.md

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`jiant` is a sentence representation learning toolkit created at the [2018 JSALT Workshop](https://www.clsp.jhu.edu/workshops/18-workshop/) by the [General-Purpose Sentence Representation Learning](https://jsalt18-sentence-repl.github.io/) team. It is an extensible platform meant to make it easy to run experiments that involve multitask and transfer learning across sentence-level NLP tasks.
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This branch of `jiant` contains code and scripts to run part of the experiments in the paper [Looking for ELMo's Friends: Sentence-Level Pretraining Beyond Language Modeling](https://arxiv.org/abs/1812.10860), which appears at ACL 2019.
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This branch of `jiant` contains code and scripts to run part of the experiments in the paper [Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling](https://arxiv.org/abs/1812.10860), which appears at ACL 2019.
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This paper supersedes "Looking for ELMo's Friends: Sentence-Level Pretraining Beyond Language Modeling", an earlier version of the same paper by the same authors.
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Specifically, this branch contains scripts to run experiments in doing additional supervised finetuning of BERT with various NLP tasks (Table 3, BERT with Intermediate Task Training).
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To reproduce the experiments in pretraining sentence encoders from scratch (Table 2) and intermediate training of ELMo (Table 3, ELMo with Intermediate Task Training), use the [`jsalt-experiments`](https://github.com/jsalt18-sentence-repl/jiant/tree/jsalt-experiments) branch.

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