SAFER improves predictions in knowledge graphs with limited examples.
― 6 min read
Computer Science - Computation and Language
RSSA new benchmark evaluates reasoning skills in language models.
― 7 min read
WavRx analyzes speech for health while protecting privacy, showing promising diagnostic results.
― 7 min read
A new approach to improve medical dialogue systems aligns with clinician reasoning.
― 6 min read
A rich dataset of 2.7 million news articles from 1878 to 1977.
― 7 min read
A study on how language models generate persuasive rationales for argument evaluation.
― 5 min read
Two new models aim to improve technology access for Galician speakers.
― 5 min read
Examining how LLMs process reasoning tasks effectively.
― 7 min read
Exploring the role of language models in processing structured data.
― 6 min read
A new method enhances Alzheimer's risk prediction using electronic health records and advanced models.
― 8 min read
A new method improves how AI models understand spatial relationships.
― 5 min read
Explore how technology is reshaping mental health support and care.
― 4 min read
FoRAG aims to improve answer accuracy and logical structure in long-form responses.
― 5 min read
This paper explores ensemble methods for effective few-shot learning with language models.
― 7 min read
Examining language model issues with less common languages and proposing evaluation methods.
― 4 min read
Examining the difficulties of translating metaphorical language in machine translation.
― 6 min read
A new system enhances accuracy and reliability in text generation from RALMs.
― 5 min read
Research reveals significant gender bias in Spanish texts compared to English.
― 7 min read
Mirage enhances answer attribution in retrieval-augmented generation systems.
― 6 min read
A method to refine language models by reducing unwanted outputs during training.
― 6 min read
Examining changes in social biases in language models over time.
― 7 min read
Exploring techniques for reducing bias in advanced language models.
― 7 min read
Discover how large language models are transforming simultaneous translation.
― 6 min read
A study highlighting weaknesses in language model evaluators and their impact on text quality assessments.
― 5 min read
MoreHopQA dataset raises the bar for AI reasoning in multi-hop question answering.
― 8 min read
This study assesses the honesty of LLMs in three key areas.
― 5 min read
Examining the impact of data contamination on language model performance and evaluation.
― 6 min read
Exploring the role of AI in improving access to justice through legal reasoning.
― 7 min read
A new method improves example selection and instruction optimization for large language models.
― 6 min read
Research explores how speech analysis can predict suicide risk, considering gender differences.
― 5 min read
This study investigates the effectiveness of FActScore in multiple languages.
― 10 min read
A look at controlling language model behavior with the KL-then-steer technique.
― 5 min read
PE-Rank improves passage ranking efficiency with single passage embeddings.
― 3 min read
Strategies to manage performance issues during continual pre-training of large language models.
― 6 min read
How fine-tuning affects language models' ability to recall facts accurately.
― 6 min read
Discover how companies enhance their question-answering systems for better user support.
― 4 min read
This study reveals the limits of text-to-image models in handling numbers.
― 5 min read
A new method enhances language models by integrating knowledge across languages.
― 7 min read
This article explores how adversaries impact teamwork among language models.
― 12 min read
Examining how LLMs exhibit personality traits through new testing methods.
― 7 min read