A method to enhance reliability in text generation by measuring uncertainty.
― 7 min read
Computer Science - Computation and Language
RSSNew dataset improves verification of reasoning steps in AI models.
― 7 min read
New systems automate responses to patent Office Actions, improving efficiency for attorneys.
― 7 min read
A new system aims to improve the analysis of Arabic nominals.
― 7 min read
Explores how LLMs can improve bot detection while addressing associated risks.
― 5 min read
A look at how Transformers and GSSMs handle copying tasks.
― 6 min read
New approach enhances LLMs by integrating executable Python code for better action handling.
― 4 min read
A new open language model for research and innovation in natural language processing.
― 6 min read
A look into the pitfalls of instruction tuning for AI language models.
― 7 min read
A new method focuses on relevance to enhance language model responses.
― 8 min read
Evaluating how language models support medical claims with reliable references.
― 6 min read
A method to enhance multi-label categorization in biomedical texts.
― 6 min read
A new method improves code understanding through extensive data and training techniques.
― 6 min read
Exploring the synergy between RL and LLMs for improved AI applications.
― 7 min read
This framework improves how LLMs handle API calls and memory usage.
― 5 min read
A new system enhances commit message generation by focusing on code context.
― 6 min read
CiwaGAN combines control of speech movements and information sharing for better speech learning.
― 6 min read
HQA-Attack creates high-quality adversarial examples in text while preserving meaning.
― 6 min read
This article reviews techniques to enhance Large Language Models' efficiency and performance.
― 7 min read
KB-Plugin improves how LLMs access and use lesser-known knowledge bases.
― 6 min read
Research shows how style vectors can control text output in language models.
― 7 min read
A framework that blends verbal and non-verbal cues for better language learning.
― 5 min read
A method for speeding up large language models without sacrificing output quality.
― 6 min read
A new method simplifies understanding of speech classification models.
― 6 min read
Examining difficulties in recognizing languages in mixed-language communication.
― 7 min read
Research enhances translation quality using context-aware methods and sequence shortening techniques.
― 8 min read
This study analyzes how language models handle familiar and unfamiliar topics.
― 6 min read
A new system enhances pronunciation skills by considering first language influences.
― 5 min read
Research highlights challenges in verifying medical information from social media.
― 6 min read
Introducing DE-BERT, a framework improving efficiency in language models through early exiting strategies.
― 6 min read
Effective data selection enhances the performance of language models during instruction tuning.
― 6 min read
This study investigates jailbreaking attacks on multimodal large language models.
― 6 min read
This article discusses techniques to enhance LLMs' efficiency with lengthy text.
― 5 min read
An overview of skill learning and recognition in large language models.
― 6 min read
New systems improve translation from text to spoken language without intermediates.
― 4 min read
Examining how language affects moral judgment in AI models.
― 6 min read
Using multilingual lexicons to improve sentiment analysis in low-resource languages.
― 6 min read
A closer look at multilingual models' ability to transfer knowledge across languages.
― 7 min read
New methods GliDe and CaPE boost language model response times significantly.
― 6 min read
Examining how translation mistakes impact language models for underrepresented languages.
― 6 min read