voidful / bart-distractor-generation-both

huggingface.co
Total runs: 23
24-hour runs: 0
7-day runs: 9
30-day runs: 15
Model's Last Updated: March 23 2023
text-generation

Introduction of bart-distractor-generation-both

Model Details of bart-distractor-generation-both

bart-distractor-generation-both

Model description

This model is a sequence-to-sequence distractor generator which takes an answer, question and context as an input, and generates a distractor as an output. It is based on a pretrained bart-base model.
This model trained with Parallel MLM & Answer Negative Regularization refer to the Paper .
For details, please see https://github.com/voidful/BDG .

Intended uses & limitations

The model is trained to generate examinations-style multiple choice distractor. The model performs best with full sentence answers.

How to use

The model takes concatenated context, question and answers as an input sequence, and will generate a full distractor sentence as an output sequence. The max sequence length is 1024 tokens. Inputs should be organised into the following format:

context </s> question </s> answer

The input sequence can then be encoded and passed as the input_ids argument in the model's generate() method.

For details, please see https://github.com/voidful/BDG .

Limitations and bias

The model is limited to generating distractor in the same style as those found in RACE . The generated distractors can potentially be leading or reflect biases that are present in the context. If the context is too short or completely absent, or if the context, question and answer do not match, the generated distractor is likely to be incoherent.

Runs of voidful bart-distractor-generation-both on huggingface.co

23
Total runs
0
24-hour runs
5
3-day runs
9
7-day runs
15
30-day runs

More Information About bart-distractor-generation-both huggingface.co Model

bart-distractor-generation-both huggingface.co

bart-distractor-generation-both huggingface.co is an AI model on huggingface.co that provides bart-distractor-generation-both's model effect (), which can be used instantly with this voidful bart-distractor-generation-both model. huggingface.co supports a free trial of the bart-distractor-generation-both model, and also provides paid use of the bart-distractor-generation-both. Support call bart-distractor-generation-both model through api, including Node.js, Python, http.

bart-distractor-generation-both huggingface.co Url

https://huggingface.co/voidful/bart-distractor-generation-both

voidful bart-distractor-generation-both online free

bart-distractor-generation-both huggingface.co is an online trial and call api platform, which integrates bart-distractor-generation-both's modeling effects, including api services, and provides a free online trial of bart-distractor-generation-both, you can try bart-distractor-generation-both online for free by clicking the link below.

voidful bart-distractor-generation-both online free url in huggingface.co:

https://huggingface.co/voidful/bart-distractor-generation-both

bart-distractor-generation-both install

bart-distractor-generation-both is an open source model from GitHub that offers a free installation service, and any user can find bart-distractor-generation-both on GitHub to install. At the same time, huggingface.co provides the effect of bart-distractor-generation-both install, users can directly use bart-distractor-generation-both installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bart-distractor-generation-both install url in huggingface.co:

https://huggingface.co/voidful/bart-distractor-generation-both

Url of bart-distractor-generation-both

bart-distractor-generation-both huggingface.co Url

Provider of bart-distractor-generation-both huggingface.co

voidful
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