This article explains how language models produce incorrect information and studies their causes.
― 6 min read
Computer Science - Computation and Language
RSSHeracles combines transformers and state space models for improved data processing.
― 6 min read
Making complex scientific studies understandable through engaging news reports.
― 6 min read
New benchmarks reveal strengths and weaknesses of coding language models.
― 3 min read
Research focuses on enhancing user satisfaction models with balanced datasets.
― 6 min read
Learn about language models, hallucination, and ways to improve accuracy.
― 5 min read
A new system identifies harmful content in UGCG promotions.
― 7 min read
A study that measures political bias in large language models through stance and framing.
― 7 min read
A new model merges spoken and written language for improved communication.
― 6 min read
A look at new models for natural spoken responses.
― 6 min read
A new method integrates acoustic information into language models for better speech recognition.
― 8 min read
Exploring issues and proposed solutions for code language models in identifying software vulnerabilities.
― 6 min read
Explore the models mimicking brain processes through spikes.
― 6 min read
A new approach to synthesize voices with improved rhythm accuracy.
― 8 min read
TriviaHG offers hints for questions, promoting deeper thinking and learning.
― 6 min read
A framework for automatically generating rules to align LLM outputs with human expectations.
― 9 min read
A multilingual approach to understanding patient experiences with ADRs.
― 7 min read
Addressing the complexities of detecting harmful language in Chinese social media.
― 8 min read
A new method enhances confidence scores for language models across specific topics.
― 6 min read
Discover the latest methods in efficient information retrieval and text creation.
― 12 min read
A new framework improves knowledge graph completion with diverse data types.
― 8 min read
An overview of communication protocols in distributed systems focusing on Wait-Only Non-Blocking Broadcast Protocols.
― 6 min read
Examining the rise of LLMs and the advancement to MM-LLMs.
― 7 min read
MANGO benchmark tests language models for navigation and mapping in maze contexts.
― 6 min read
A new dataset improves assessment of molecular knowledge in language models.
― 7 min read
A new method to verify deep neural networks using vision-language models.
― 7 min read
This study investigates how language models grasp uncommon grammar structures.
― 5 min read
Research focuses on improving language models for better healthcare performance.
― 4 min read
GOLD offers a framework for generating diverse training data for small language models.
― 7 min read
A closer look at sparse feature circuits in language models and their implications.
― 9 min read
A new dataset aims to improve hate speech detection models for the German language.
― 5 min read
LLMs improve accuracy in medical transcriptions, benefiting patient care.
― 6 min read
Improving accuracy in NVDRS data is vital for effective suicide prevention.
― 7 min read
Understanding discrepancies in model explanation methods through linguistic analysis.
― 8 min read
This study assesses summarization models for various legal systems.
― 10 min read
A new simulation system improves agent interactions by mimicking real-life limitations.
― 6 min read
J-CRe3 enhances robot comprehension of human speech in everyday tasks.
― 5 min read
New methods improve model adaptability for diverse user tasks.
― 6 min read
A new approach enhances reasoning accuracy in language models using selective filtering.
― 6 min read
A new method shows language models can ask better questions for clearer responses.
― 3 min read