New quantization method enhances performance of large language models while reducing size.
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Computer Science - Computation and Language
RSSThis work highlights dependencies between content and style in counterfactual generation.
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A new framework enhances hate speech detection by generating realistic test cases.
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ChunkAttention enhances self-attention for faster, more efficient language model performance.
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This study presents a method to limit harmful outputs in large language models.
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A novel approach to improve the safety of language models without extensive retraining.
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A system that classifies client language in therapy sessions using multiple communication methods.
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This article examines machine unlearning in large language models.
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How the arrangement of examples shapes language model effectiveness.
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RACER streamlines the analysis of semi-structured interviews in healthcare research.
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This study explores AI's role in creating clearer patient summaries.
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This paper connects transformer models with Markov chains to enhance understanding.
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This study examines how LLMs can effectively rank various entities based on different features.
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MemeCraft creates engaging memes to promote social causes safely.
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A study on identifying and reducing cognitive bias in large language models.
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A new approach merges LLMs and cognitive systems to enhance kitchen robotic tasks.
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A deep dive into methods for abusive language detection and text style transfer.
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This study examines information extraction capabilities and biases in dense retrievers.
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MATHWELL helps teachers create engaging math problems for K-8 students quickly.
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This article discusses a new framework for assessing hallucinations in LVLMs.
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Exploring how quantum techniques can enhance natural language processing tasks.
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SportQA evaluates language models' understanding of sports through over 70,000 questions.
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New technology improves dysarthria detection and severity classification.
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Research highlights the bias in language model evaluations and proposes methods for improvement.
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Generative search engines face challenges from adversarial questions, impacting accuracy.
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Learn how social orientation affects conversation outcomes and communication quality.
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New methods enhance how agents learn to cooperate and communicate effectively.
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This paper introduces a new method to examine inaccuracies in language models.
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ASEM improves chatbot emotional recognition for better user interactions.
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This article reviews issues with AI watermarking and suggests improvements for security.
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New methods enhance early detection of voice problems using glottal source features.
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Analyzing the effects of reasoning methods on large language models' performance.
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EHRNoteQA tests language models using real clinical notes for better patient care.
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An adaptive agent improves teamwork in Codenames using multiple language models.
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A new method to identify influence campaigns by analyzing document parts.
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A new method improves how AI models express their confidence in answers.
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A new approach to improve knowledge distillation effectiveness using Sinkhorn distance.
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This article discusses explainability and fairness in legal judgment prediction models.
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Explore the data-centric approach to improving AI software systems.
― 8 min read
A system that enhances AI-generated navigation instructions by detecting errors and offering corrections.
― 6 min read