Topic Modeling


Topic modeling is a type of statistical modeling for discovering the abstract topics that occur in a collection of documents.

EasyMath: A 0-shot Math Benchmark for SLMs

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May 20, 2025
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Tales of the 2025 Los Angeles Fire: Hotwash for Public Health Concerns in Reddit via LLM-Enhanced Topic Modeling

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May 14, 2025
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HAMLET: Healthcare-focused Adaptive Multilingual Learning Embedding-based Topic Modeling

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May 12, 2025
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Beyond Multiple Choice: Evaluating Steering Vectors for Adaptive Free-Form Summarization

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May 30, 2025
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Improving Multilingual Social Media Insights: Aspect-based Comment Analysis

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May 29, 2025
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Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation

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May 27, 2025
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What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs

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May 26, 2025
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Multimodal Conversation Structure Understanding

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May 23, 2025
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URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training

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May 22, 2025
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Multilingual Question Answering in Low-Resource Settings: A Dzongkha-English Benchmark for Foundation Models

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May 24, 2025
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