Recent research challenges the simplicity of the Knowledge Neuron Thesis in language models.
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Computer Science - Computation and Language
RSSThis article presents a new method for enhancing reasoning in language models.
― 8 min read
A new dataset improves the generation of related work sections in scientific papers.
― 8 min read
A new framework improves information retrieval efficiency and accuracy.
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Introducing a platform for safe sexual health education in rural communities.
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SGHateCheck focuses on local languages to tackle online hate speech effectively.
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New benchmarks aim to enhance models' theorem generation abilities for automated reasoning.
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Improving performance of open-source LLMs in converting plain language into SQL.
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A new method enhances image descriptions for training AI models.
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This method enhances language model fine-tuning using open, unlabeled datasets.
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L3X aims to improve information extraction of long entity lists from extensive texts.
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Exploring the need for retrieval systems to understand user perspectives.
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A new method enhances SQL query generation in ongoing conversations.
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TREC iKAT aims to improve interactions with conversational agents through personalized dialogues.
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Exploring the intersection of quantum computing and language processing.
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This study evaluates how model size and quantization impact language model performance.
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Research tackles privacy concerns in language models through innovative unlearning methods.
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A study reveals overconfidence issues in AI language and vision models.
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This study examines language change in response to social media regulations.
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A closer look at self-attention mechanisms in language processing models.
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Word2World automates game creation from stories using AI.
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This paper presents methods for guiding story creation using genre patterns.
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ERAGent enhances retrieval-augmented generation for better AI interactions.
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Examining the issues of persona maintenance in AI group discussions.
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SCRABLE offers automated solutions for effective app review management.
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New AI model enhances understanding of images in three dimensions.
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AlphaMath improves reasoning in language models using Monte Carlo Tree Search.
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A deep dive into the development and implications of language models.
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Investigating positional bias in language models and ways to reduce it.
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SWE-agent improves LM agents' performance in software engineering tasks with a specialized interface.
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Interactive methods improve language learning through sound sequence analysis.
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A new method enhances language models' efficiency without sacrificing quality.
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Research reveals bias in AI tools used for hiring based on race and gender.
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RALL-E enhances text-to-speech synthesis for clearer, more natural speech.
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Granite models enhance coding tasks, improving efficiency for developers.
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GECScore offers an efficient method to identify AI-generated text through grammar analysis.
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A new method improves the comparison of speech sounds using numerical vectors.
― 7 min read
Multicalibration enhances LLM accuracy by refining confidence scores and addressing hallucinations.
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A new method uses machine learning to analyze online reviews effectively.
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A method to improve AI performance while ensuring clear decision-making.
― 6 min read