A deep dive into the importance of interpreting NLP models.
― 4 min read
Computer Science - Computation and Language
RSSA new method improves evaluation accuracy in authorship verification by reducing topic leakage.
― 8 min read
Explore different frameworks and methods for evaluating large language models effectively.
― 6 min read
A new AI model focuses on supporting Southeast Asian languages.
― 5 min read
A study on incorporating diverse perspectives in argument retrieval systems.
― 6 min read
This article examines chess moves similarly to language, revealing patterns and insights.
― 5 min read
This paper discusses improvements in language models for legal applications.
― 6 min read
This article details a technique for using smaller mini-batches in LLM training.
― 6 min read
This paper examines the drawbacks of using LLM-generated data for training new models.
― 7 min read
A new dataset reveals public political sentiments during elections in Bangladesh.
― 5 min read
Introducing models designed to improve natural language processing in Portuguese.
― 6 min read
Examining how response methods enhance chatbots' human-like conversations.
― 5 min read
Research focuses on improving smaller MLLMs using knowledge from larger models.
― 5 min read
Learn how active prompt engineering improves tasks for language models.
― 5 min read
Exploring machine unlearning and its role in enhancing generative AI safety and privacy.
― 7 min read
A2SF enhances token selection in language models for better performance.
― 6 min read
Using AI to enhance character conversations in RPGs for richer gameplay.
― 6 min read
Examining how AI tools may reinforce biases in resume screening.
― 5 min read
A new benchmarking framework enhances efficiency for evaluating language models.
― 6 min read
MindSearch improves online information seeking with a structured approach.
― 5 min read
Effective data selection is key to improving language model performance.
― 5 min read
A new method enhances word suggestions for translators using contextual understanding.
― 7 min read
This article discusses innovative ways to detect offensive language online.
― 5 min read
New methods in AI music generation offer improved structure and diversity.
― 5 min read
Improving confidence estimation in automated detection of Alzheimer's and depression.
― 5 min read
A new method enhances text generation speed and accuracy using smaller and larger models.
― 5 min read
A new tool for assessing explainability methods in AI systems.
― 8 min read
A method to locate and understand weaknesses in language models for improved reliability.
― 7 min read
New dataset helps improve translation of Classical Arabic texts.
― 5 min read
Research shows how CCoT influences the performance of language models.
― 5 min read
This article compares methods for identifying skills in job ads.
― 6 min read
A new framework improves reliability and citation quality in language models.
― 6 min read
An assessment of multimodal LLMs' zero-shot performance across various tasks.
― 5 min read
This article reviews how chunk size affects AI-generated answers.
― 6 min read
This framework enhances AI model access and efficiency using hybrid sharding.
― 6 min read
This study analyzes how GPT-4 interprets legal cases in bioethics.
― 7 min read
Research examines the effectiveness of current benchmarks in visualization tasks.
― 4 min read
Exploring how diverse datasets enhance small language models in healthcare.
― 6 min read
A novel method enhances emotion recognition in speech using large language models.
― 8 min read
Introducing PolyRAG, a system that enhances accuracy in information retrieval across specialized fields.
― 7 min read