这是本人第一次数据算法比赛实录。主要整理记录2017年CCF大数据与计算智能竞赛使用的模型和实现代码，选择了基于主题的文本情感分析赛题。采用情感词典+自定义规则完成比赛，成绩：136/796。
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Feb 21, 2018 - Python
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topic-extraction
Here are 24 public repositories matching this topic...
Natural Language Processing for Lithuanian language
nlp search-engine natural-language-processing text-classification clustering lda svd topic-extraction latent-semantic-analysis
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Aug 17, 2017 - Python
Topic extractor with the idea of generating labels using genism.n_similarity
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Apr 2, 2018 - Python
Deepgram Transcription Processor is a Python program designed to process transcription output obtained from Deepgram's transcription service. It extracts key information such as conversation, summary, and paragraphs from the transcription output JSON and writes them to separate text files for further analysis and reference.
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Mar 6, 2024 - Python
Natural Language Processing (NLP) and analysis on reviews about delivery companies in the UK based on reviews extracted from the Trustpilot website
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Jan 28, 2023 - Python
text-theme-scribe extracts recurring themes from text and returns a structured list of key concepts via LLM, ensuring consistent formatting.
pattern-matching text-analysis topic-extraction content-analysis large-language-model summary-generation research-assistance recurring-themes structured-concepts idea-clustering automatic-parsing
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Dec 21, 2025 - Python
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Mar 23, 2020 - Python
A python implementation of a fast practical topic search algorithm
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Dec 12, 2018 - Python
vidconcept-sum generates structured, factual summaries of scientific/educational concepts from video titles or descriptions using an LLM.
topic-extraction knowledge-distillation semantic-parsing educational-tool educational-content contextual-information media-analysis content-categorization ai-powered-summarization content-indexing video-summary structured-summary quick-insights llm-based-interpretation scientific-concept-extraction concise-explanation key-terms factual-accuracy non-speculative-response video-metadata-summarization
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Dec 21, 2025 - Python
A new package that processes news headlines or short text snippets to generate structured summaries of current events. It uses an LLM to extract key entities, topics, and sentiment, ensuring the outpu
sentiment-analysis consistency text-summarization topic-extraction entity-extraction news-aggregation content-moderation llm-integration headline-analysis text-based-input predefined-format structured-summaries news-processing discourse-tracking free-speech-analysis regulatory-issues no-media-files
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Dec 21, 2025 - Python
YEDDASeg: Textual Topic Segmentation Annotation tool
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Apr 20, 2018 - Python
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
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Feb 7, 2018 - Python
School project 2016, web-page content analysis using ML
python nlp data-science machine-learning sentiment-analysis sklearn analyzer beautifulsoup topic-extraction pymorphy2 category-parser
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Nov 29, 2017 - Python
Reproducible implementation of the paper "Tired of Topic Models? Clusters of Pretrained Word Embeddings...".
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Mar 10, 2023 - Python
Bachelor's degree thesis in computer engineering - Natural Language Processing for sentiment and topic recognition
css python nlp html bootstrap docker django sentiment-analysis numpy django-rest-framework pandas nltk topic-modeling gensim speech-to-text topic-extraction
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Jul 4, 2024 - Python
Convert English meeting audio into transcripts, summarized minutes with action items, topic extraction, and Greek translation using open-source NLP models and a Gradio interface.
nlp translation audio-analysis speech-to-text gradio whisper topic-extraction meeting-summarization llm
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Jul 22, 2025 - Python
Get posts and comments from fb pages using facebook api
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Aug 1, 2016 - Python
Extract spotlight segments from youtube video
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May 26, 2025 - Python
Restaurant Price Tier ($) Predictor using LDA, Topic modeling and Featuring, classification using Python.
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May 23, 2017 - Python
Web crawler and topic-extraction
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Sep 27, 2018 - Python
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