A look at how machine translation handles language formality.
― 8 min read
Computer Science - Computation and Language
RSSA new method uses reinforcement learning for generating effective adversarial examples.
― 8 min read
Explore the role of ordinal classification and the impact of pretrained language models.
― 6 min read
HILL improves hierarchical text classification by preserving data integrity and structure.
― 7 min read
Exploring direct speech translation for improved communication across languages.
― 4 min read
A new approach enhances the training process of large language models.
― 6 min read
A new method improves chat interactions by simulating real-time dialogue.
― 5 min read
A new benchmark assesses LLMs' abilities in mathematical modeling processes.
― 5 min read
A method enhancing the accuracy and completeness of language model answers.
― 5 min read
A new approach to create presentations from lengthy documents effectively.
― 6 min read
Cross-Layer Attention reduces memory needs while maintaining model performance in language processing.
― 7 min read
A new framework improves candidate comparison in data retrieval.
― 6 min read
A new approach to improve AI-generated answers in healthcare.
― 5 min read
This study examines the performance of CLM and MLM in generating text.
― 7 min read
Exploring a new method to understand emergence in language models.
― 6 min read
A new method enhances fact-checking accuracy and clarity.
― 5 min read
A new method enhances the identification of circuits within large language models.
― 6 min read
AI helps identify and reduce biases in medical teaching materials for fairer healthcare outcomes.
― 5 min read
Explore how DETAIL enhances understanding of in-context learning in language models.
― 6 min read
A new method for assessing language models' alignment with human values.
― 7 min read
A fresh look at how facts are stored in language models.
― 5 min read
Research shows simple classifiers can spot unique patterns in AI-generated text.
― 6 min read
A new method enhances out-of-distribution detection for AI in math tasks.
― 5 min read
This study investigates biases in vision-language models and ways to reduce their impact.
― 7 min read
A dataset examining how cultural values shape AI responses to social issues.
― 6 min read
Innovative model editing techniques offer safer language model outputs without extensive retraining.
― 5 min read
This study questions the effectiveness of ReAct in enhancing LLM performance.
― 6 min read
Examining the importance of data valuation for language models and its implications.
― 7 min read
A new approach aligns language models with video content using textual simulations.
― 6 min read
A novel method combines LLMs and KGs for improved reasoning accuracy.
― 6 min read
This article explores circuit analysis techniques in Transformer models for improved language processing.
― 5 min read
A new method offers insights into the trustworthiness of LLM responses.
― 6 min read
A new framework enhances language model learning through interactive feedback.
― 7 min read
Examining how language models assess and generate engaging narratives.
― 7 min read
CrossCheckGPT provides a new way to evaluate model reliability and accuracy.
― 7 min read
A novel approach improves efficiency in knowledge graph completion tasks.
― 5 min read
A new method for improving entity typing accuracy in knowledge graphs.
― 7 min read
A study on using deep learning for classifying variable stars from light curves.
― 6 min read
Integrating textual information enhances accuracy in time series forecasting.
― 5 min read
A new approach to watermarking aims to enhance detection and prevent misuse of language models.
― 7 min read