Latest Articles for Summarization

A new method improving summarization and translation across languages.

This work explores how human feedback can enhance summarization models.

This work focuses on identifying important scenes to enhance movie script summaries.

Using feedback mechanisms to enhance LLM-generated scientific summaries.

AQS method provides precise summaries with less data requirement.

Learn how RST-LoRA improves summarization using Rhetorical Structure Theory.

A new dataset improves the generation of related work sections in scientific papers.

Introducing a method that enhances data summarization across multiple tables based on user queries.

ADSumm provides crucial summaries for better disaster response.

An overview of the growing field of text generation and its implications.

A new method enhances event resolution by combining language models for better accuracy.

This study examines how LLMs handle changes in summarization tasks.

Introducing MoeSumm: a flexible and efficient summarization model.

A benchmark created to improve comprehension of long video content.

A new method enhances radiology report summaries using simpler language for better understanding.

New methods improve summarizing long texts across various fields.

A study on using prompt templates for evaluating machine translation and summarization.

BrightFit enhances course suggestions through a new two-stage retrieval approach.

Discover how retrieval-augmented generation improves information quality and response relevance.

ChartGemma enhances chart comprehension using visual data for better insights.

New models enhance video tutorials for cooking and medical procedures.

A new dataset enhances accuracy in evaluating story summaries generated by language models.

A new system analyzes maternity reports to enhance patient safety.

Study assesses language models' adaptability in summarizing diverse topics.

ReSP enhances multi-hop question answering through structured retrieval and intelligent summarization.

A new approach to summarizing planning tasks enhances decision-making across daily activities.

Research enhances summarization of patient-doctor dialogues for better healthcare communication.

Researchers explore using natural language for better model alignment.

Using AI to simplify access to scientific knowledge for all.

This study examines LLM performance on lengthy texts and offers improvement strategies.

Research focuses on better summarization of spoken conversations across languages.

A new dataset enhances research on summarizing movie screenplays.

A new method combines extractive and abstractive techniques for clearer regulatory document summaries.

GLARE enhances the classification of special appeals in Brazil's legal system.

PaperQA2 aids researchers in literature search and error detection.

Examining the role of LMMs in transforming search capabilities with text and images.

A new approach enhances mental health session summaries through a planning engine.

Using visual workspaces improves the quality of AI-generated summaries.

Methods to create fair summaries from diverse social media voices.

Using small models can save energy in summarizing climate reports effectively.