Search Results for author: Yonatan Oren

Found 4 papers, 4 papers with code

Proving Test Set Contamination in Black Box Language Models

1 code implementation26 Oct 2023 Yonatan Oren, Nicole Meister, Niladri Chatterji, Faisal Ladhak, Tatsunori B. Hashimoto

In contrast, the tendency for language models to memorize example order means that a contaminated language model will find certain canonical orderings to be much more likely than others.

Language Modelling

Distributionally Robust Language Modeling

1 code implementation IJCNLP 2019 Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto, Percy Liang

Language models are generally trained on data spanning a wide range of topics (e. g., news, reviews, fiction), but they might be applied to an a priori unknown target distribution (e. g., restaurant reviews).

Language Modelling

A Retrieve-and-Edit Framework for Predicting Structured Outputs

1 code implementation NeurIPS 2018 Tatsunori B. Hashimoto, Kelvin Guu, Yonatan Oren, Percy Liang

For the task of generating complex outputs such as source code, editing existing outputs can be easier than generating complex outputs from scratch.

Retrieval

Generating Sentences by Editing Prototypes

3 code implementations TACL 2018 Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang

We propose a new generative model of sentences that first samples a prototype sentence from the training corpus and then edits it into a new sentence.

Language Modelling Sentence +1

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