A new method combines speed and quality in language models.
― 5 min read
Computer Science - Computation and Language
RSSA new method improves how machines comprehend long videos.
― 7 min read
PathReasoner enhances logical reasoning capabilities of AI models through innovative techniques.
― 6 min read
New framework aims to boost ICD coding accuracy using electronic health records.
― 6 min read
DiveR-CT improves automated red teaming for better safety assessments.
― 7 min read
A new framework enhances the detection of complex ideologies in texts.
― 5 min read
Evaluating algorithms for effective musical phrase segmentation and structure analysis.
― 5 min read
Exploring methods to secure patient information in clinical research.
― 7 min read
A new method to enhance language models' efficiency and reduce costs.
― 6 min read
Exploring the impact of long-term memory on conversational agents.
― 6 min read
This study tests LLMs to reveal their weaknesses in understanding and reasoning.
― 6 min read
A new method enhances translation quality by optimizing training data selection.
― 6 min read
Exploring how robots can better understand and explain conversations with people.
― 6 min read
Explore how large language models enhance creativity through multimedia generation.
― 7 min read
MAP-Neo aims for transparency and performance in AI language modeling.
― 5 min read
A new method improves the reliability of language models through effective retrieval.
― 6 min read
MEMoE enhances model editing for language models, ensuring accurate updates efficiently.
― 6 min read
This study evaluates language models' abilities in understanding thoughts and feelings.
― 6 min read
A new method to assess neuron explanations in deep learning models.
― 7 min read
A new dataset analyzes misleading information in LLM responses.
― 7 min read
Language models enhance web task performance through self-improvement techniques.
― 5 min read
A new method aims to address bias in language model outputs.
― 7 min read
ROAST enhances sentiment analysis by focusing on entire reviews.
― 7 min read
ETHER introduces a cost-effective way to fine-tune large machine learning models.
― 6 min read
Examining how biases affect LLMs in representing complex human personas.
― 6 min read
A new framework enhances smaller models' abilities in robot programming.
― 5 min read
A new framework combines GNNs and LLMs for improved answers from knowledge graphs.
― 6 min read
Examining the counting capabilities of language models, their structure, and learning processes.
― 7 min read
A new approach enhances language models by focusing on human preferences in text generation.
― 8 min read
A new method enables agents to follow safety rules in plain language.
― 7 min read
A new system that improves robot learning efficiency using video and language feedback.
― 6 min read
A new method enhances the ability to generate diverse texts with specific attributes.
― 6 min read
Examining the role of LLM agents in real-world problem solving.
― 7 min read
A new method enhances fine-tuning efficiency and reduces memory usage for large language models.
― 5 min read
This study explores using smaller models to enhance safety in AI systems.
― 6 min read
Improving planning strategies in games and simulations with an adaptive approach.
― 6 min read
A new method enhances code completion using data flow analysis.
― 7 min read
New methods improve communication speed and accuracy for ALS patients using P300 speller.
― 6 min read
Introducing an innovative approach to identify causal relationships in documents.
― 5 min read
Introducing MaCoDE, a method for creating high-quality synthetic data.
― 5 min read