New metric improves understanding of AI text and human writing.
― 6 min read
Computer Science - Computation and Language
RSSClear AI explanations build trust and ensure responsible use in various fields.
― 6 min read
MAPWise dataset challenges models on map-based questions and evaluates their reasoning skills.
― 6 min read
A new method for detecting hallucinations in language models using corrupted data.
― 8 min read
This study examines stance detection model performance without prior topic knowledge.
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A new approach enhances event detection in LLMs using Semantic Causal Graphs.
― 8 min read
A new method improves automatic speech recognition by preserving sound order in knowledge transfer.
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Introducing a framework for generating creativity test items using language models.
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A new method leverages speech data to improve autism assessments.
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A novel method enhances how we process long videos.
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This study examines how language models enhance OCR outputs for historical newspapers.
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Comparing language models' effectiveness in classifying texts on climate change and ecology.
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A new model improves speech recognition in multilingual conversations.
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Examining the organization and specialization of neurons in transformer models.
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This paper explores mechanisms behind neuron activations and their impact on model performance.
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A new framework improves process models using expert insights and language models.
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This study examines the effectiveness of LLMs in musicology and their reliability.
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A new method aims to enhance word diversity while preserving style in literary translations.
― 6 min read
Combine trained models to improve performance and reduce costs.
― 5 min read
This study compares BERT and Bi-LSTM for classifying electronic health records.
― 5 min read
Researchers enhance language models' learning with fresh data and innovative methods.
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InkubaLM aims to improve language processing for underrepresented African languages.
― 7 min read
CoRA enhances efficiency in training large language models using shared knowledge.
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TSO enhances language models by focusing on diversity, validity, and adaptability in preference data.
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A study on false refusals in language models and their impact on user experience.
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This project enhances text correction in Bulgarian historical documents using OCR technology.
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LongRecipe improves language models' understanding of long texts efficiently.
― 5 min read
Innovative lightweight transducer enhances speech recognition efficiency and accuracy.
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A look into the effectiveness of pipeline versus end-to-end systems in summarizing across languages.
― 6 min read
A new approach to enhance decoder models for different dialects.
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YA-TA offers personalized support for students and instructors in large classrooms.
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Using AI to simulate data for analyzing emotional connections in mental health.
― 10 min read
Combining SAM and MLLMs for better object localization in images.
― 8 min read
A new model improves depression detection in social media posts with clear explanations.
― 5 min read
This article presents a new method for realistic dialogue systems using user-specific traits.
― 4 min read
A new method improves the reliability of large language models' answers.
― 5 min read
Examining LLMs for generating audio programming code using visual languages.
― 5 min read
This article compares discrete and continuous speech representations for effective speech recognition.
― 5 min read
Introducing HTLA, a model improving text classification accuracy through better label alignment.
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This article discusses a new rating system for evaluating language models more fairly.
― 5 min read