New dataset aims to improve machine understanding of cooking recipes.
― 7 min read
Computer Science - Computation and Language
RSSDocFinQA improves financial analysis by using long documents for better insights.
― 5 min read
A new framework enhances structured prediction tasks in NLP using prompts and inference.
― 8 min read
Exploring the use of LLMs in predicting health outcomes from wearable data.
― 7 min read
A new method to detect and classify errors in language model outputs.
― 6 min read
This article discusses methods for identifying authors in documents using writing style analysis.
― 7 min read
New methods improve character persona extraction in dialogue agents.
― 8 min read
A new method identifies machine-generated texts by analyzing human writing styles.
― 4 min read
MetaHate aims to tackle hate speech with a comprehensive dataset for research.
― 8 min read
Investigating differences between human-written and machine-generated code for better detection methods.
― 8 min read
Research shows GPT-2 struggles with languages that defy human patterns.
― 7 min read
A new dataset evaluates language models' abilities in advanced math problem solving.
― 5 min read
Examining how prompt templates impact the performance of large language models.
― 7 min read
QE-fusion enhances translation quality by combining multiple candidate outputs.
― 5 min read
Research shows users prefer single-agent systems for better interaction.
― 6 min read
Directed languages play a crucial role in computer science and language theory.
― 4 min read
Evaluating language models on their ability to grasp context in communication.
― 6 min read
A look at how LLMs enhance NLG evaluation methods.
― 8 min read
A method to enhance translation quality while maintaining privacy in multilingual communication.
― 5 min read
An examination of the quality and performance of ChatGPT in sentiment analysis.
― 5 min read
A new approach using multi-agent systems to enhance smaller language models.
― 6 min read
This article introduces a new method to enhance translation of longer documents using mixed instructions.
― 6 min read
A new approach to analyze privacy policies using crowdsourcing and active learning.
― 5 min read
A new method improves bug fixes in software using language models.
― 6 min read
A study reveals small language models struggle with multiple choice questions.
― 6 min read
SciGLM enhances AI's ability to tackle complex scientific problems.
― 5 min read
This study focuses on enhancing retrieval-augmented generation methods for Brazilian Portuguese.
― 6 min read
Discover how context length impacts language models' performance and potential.
― 7 min read
A novel method enhances robot task planning, focusing on cooking efficiency and accuracy.
― 8 min read
A system to gather factual data from the web for Wikidata.
― 7 min read
This study evaluates the effectiveness of LLMs in correcting grammatical errors.
― 4 min read
A new method for updating language models efficiently and accurately.
― 5 min read
Explore the role of NLP in enhancing educational processes and tackling challenges.
― 6 min read
Cleancoder enhances ASR systems by reducing background noise for clearer speech understanding.
― 4 min read
Study examines the effectiveness of detection methods against authorship obfuscation.
― 6 min read
A new method uses text data to refine topic modeling outputs.
― 8 min read
This study uses social media data to track gun violence in Brazil.
― 6 min read
MultiPLY enhances language models through interactive multisensory data processing in 3D environments.
― 8 min read
A method to improve learning across different data types.
― 5 min read
Proxy-tuning simplifies and improves language model adaptation using smaller expert models.
― 5 min read