Automatic question generation: a review of methodologies, datasets, evaluation metrics, and applications
N Mulla, P Gharpure - Progress in Artificial Intelligence, 2023 - Springer
Question generation in natural language has a wide variety of applications. It can be a
helpful tool for chatbots for generating interesting questions as also for automating the …
helpful tool for chatbots for generating interesting questions as also for automating the …
Review on neural question generation for education purposes
Questioning plays a vital role in education, directing knowledge construction and assessing
students' understanding. However, creating high-level questions requires significant …
students' understanding. However, creating high-level questions requires significant …
Deep learning for dialogue systems: Chit-chat and beyond
With the rapid progress of deep neural models and the explosion of available data
resources, dialogue systems that supports extensive topics and chit-chat conversations are …
resources, dialogue systems that supports extensive topics and chit-chat conversations are …
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge
The ability to generate clarification questions ie, questions that identify useful missing
information in a given context, is important in reducing ambiguity. Humans use previous …
information in a given context, is important in reducing ambiguity. Humans use previous …
Inquisitive question generation for high level text comprehension
Inquisitive probing questions come naturally to humans in a variety of settings, but is a
challenging task for automatic systems. One natural type of question to ask tries to fill a gap …
challenging task for automatic systems. One natural type of question to ask tries to fill a gap …
Assisting in writing wikipedia-like articles from scratch with large language models
We study how to apply large language models to write grounded and organized long-form
articles from scratch, with comparable breadth and depth to Wikipedia pages. This …
articles from scratch, with comparable breadth and depth to Wikipedia pages. This …
Selecting better samples from pre-trained LLMs: A case study on question generation
Large Language Models (LLMs) have in recent years demonstrated impressive prowess in
natural language generation. A common practice to improve generation diversity is to …
natural language generation. A common practice to improve generation diversity is to …
Asking it all: Generating contextualized questions for any semantic role
Asking questions about a situation is an inherent step towards understanding it. To this end,
we introduce the task of role question generation, which, given a predicate mention and a …
we introduce the task of role question generation, which, given a predicate mention and a …
Chaincqg: Flow-aware conversational question generation
Conversational systems enable numerous valuable applications, and question-answering is
an important component underlying many of these. However, conversational question …
an important component underlying many of these. However, conversational question …
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation
Conversational Question Generation (CQG) is a critical task for machines to assist humans
in fulfilling their information needs through conversations. The task is generally cast into two …
in fulfilling their information needs through conversations. The task is generally cast into two …