Search Results for author: Elisa Barney

Found 4 papers, 2 papers with code

Data Bias According to Bipol: Men are Naturally Right and It is the Role of Women to Follow Their Lead

1 code implementation7 Apr 2024 Irene Pagliai, Goya van Boven, Tosin Adewumi, Lama Alkhaled, Namrata Gurung, Isabella Södergren, Elisa Barney

We introduce new large labeled datasets on bias in 3 languages and show in experiments that bias exists in all 10 datasets of 5 languages evaluated, including benchmark datasets on the English GLUE/SuperGLUE leaderboards.

On the Limitations of Large Language Models (LLMs): False Attribution

no code implementations6 Apr 2024 Tosin Adewumi, Nudrat Habib, Lama Alkhaled, Elisa Barney

We then randomly sampled 162 chunks for human evaluation from each of the annotated books, based on the error margin of 7% and a confidence level of 95% for the book with the most chunks (Great Expectations by Charles Dickens, having 922 chunks).

Author Attribution Hallucination

Instruction Makes a Difference

1 code implementation1 Feb 2024 Tosin Adewumi, Nudrat Habib, Lama Alkhaled, Elisa Barney

We introduce Instruction Document Visual Question Answering (iDocVQA) dataset and Large Language Document (LLaDoc) model, for training Language-Vision (LV) models for document analysis and predictions on document images, respectively.

Hallucination Instruction Following +2

ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs)

no code implementations15 Dec 2023 Tosin Adewumi, Lama Alkhaled, Claudia Buck, Sergio Hernandez, Saga Brilioth, Mkpe Kekung, Yelvin Ragimov, Elisa Barney

The results show two things: (1) ProCoT stimulates creative/critical thinking and writing of students through engagement with LLMs when we compare the LLM-only output to ProCoT output and (2) ProCoT can prevent cheating because of clear limitations in existing LLMs, particularly ChatGPT, when we compare students' ProCoT output to LLM ProCoT output.

Active Learning Language Modelling +1

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