Search Results for author: Aniket Deroy

Found 8 papers, 4 papers with code

A Novel Multi-Stage Prompting Approach for Language Agnostic MCQ Generation using GPT

1 code implementation13 Jan 2024 Subhankar Maity, Aniket Deroy, Sudeshna Sarkar

We introduce a multi-stage prompting approach (MSP) for the generation of multiple choice questions (MCQs), harnessing the capabilities of GPT models such as text-davinci-003 and GPT-4, renowned for their excellence across various NLP tasks.

Distractor Generation Multiple-choice

Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries

no code implementations2 Dec 2023 Aniket Deroy, Subhankar Maity, Saptarshi Ghosh

This study addresses the critical issue of factual inaccuracies in machine-generated text summaries, an increasingly prevalent issue in information dissemination.

Multi-Label Classification

Harnessing the Power of Prompt-based Techniques for Generating School-Level Questions using Large Language Models

1 code implementation2 Dec 2023 Subhankar Maity, Aniket Deroy, Sudeshna Sarkar

We carefully annotate this dataset as quadruples of 1) Context: a segment upon which the question is formed; 2) Long Prompt: a long textual cue for the question (i. e., a longer sequence of words or phrases, covering the main theme of the context); 3) Short Prompt: a short textual cue for the question (i. e., a condensed representation of the key information or focus of the context); 4) Question: a deep question that aligns with the context and is coherent with the prompts.

Descriptive Question Answering +2

Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?

no code implementations1 Dec 2023 Aniket Deroy, Subhankar Maity

The evolution of legal datasets and the advent of large language models (LLMs) have significantly transformed the legal field, particularly in the generation of case judgment summaries.

Abstractive Text Summarization Decision Making +1

Fact-based Court Judgment Prediction

no code implementations22 Nov 2023 Shubham Kumar Nigam, Aniket Deroy

This extended abstract extends the research presented in "ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation" \cite{malik-etal-2021-ildc}, focusing on fact-based judgment prediction within the context of Indian legal documents.

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