Search Results for "summarizer"
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Showing 15 open source projects for "summarizer"
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Automatic text summarizer
Module for automatic summarization of text documents and HTML pages
Sumy is an automatic text summarization library that provides multiple algorithms for extracting key content from documents and articles. Simple library and command line utility for extracting summary from HTML pages or plain texts. The package also contains a simple evaluation framework for text summaries. Implemented summarization methods are described in the documentation. I also maintain a list of alternative implementations of the summarizers in various programming languages. -
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AI Researcher
An autonomous AI researcher
...It orchestrates agents that can generate research questions, perform literature reviews, execute experiments, analyze results, and synthesize findings into structured outputs like reports or code. Each agent operates with clear roles — such as researcher, analyst, and summarizer — and they communicate through a task-management interface that ensures progress tracking and iterative refinement. The system emphasizes modularity, so teams can swap in new reasoning modules, data retrieval strategies, or domain knowledge bases depending on the research topic. Through self-supervised feedback loops, agents adjust their strategies based on prior outcomes, improving both the quality and relevance of results over time. -
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Ainee
Ainee - AI Notetaking and Learning Companion
...Explore our AI meeting note taker, AI notes, video transcript generator, PDF to AI converter, and AI flashcard maker. Enhance your learning with our AI voice recorder, article summarizer AI, and AI quiz generator. Additionally, share your knowledge base with others to foster the flow of information and help new users benefit from collective insights. Experience smarter learning with Ainee today! How It Works - Effortless Knowledge Capture Across Formats - Enhance learning experience with AI-Driven Tools - Transform Study Materials into Dynamic Learning Formats - Share Insights and Knowledge Effortlessly -
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MyWorktimeSmalltalk
A worktime summarizer program
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Desktop Plagiarism Checker
Free plagiarism software for .NET (Windows 7, 8.1, 10, 11)
...It compares the text with a vast database of sources to determine the level of similarity and highlights any potential areas of concern. The paraphraser tool allows writers to rephrase their sentences to avoid plagiarism, while the summarizer provides a concise overview of a longer text. The AI detector is an advanced feature that uses artificial intelligence to identify potential instances of plagiarism and provides suggestions for rewording. Additionally, the APA citation generator is a helpful tool for creating accurate and properly formatted citations in the American Psychological Association style, saving writers time and effort in citing their sources correctly. ... -
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Summarize from Feedback
Code for "Learning to summarize from human feedback"
...Its purpose is to train a summarization model that better aligns with human preferences by first collecting human feedback (comparisons between summaries) to train a reward model, and then fine-tuning a policy (summarizer) to maximize that learned reward. The code includes different stages: a supervised baseline (i.e. standard summarization training), the reward modeling component, and the reinforcement learning (or preference-based fine-tuning) phase. The repo also includes utilities for dataset handling, modeling architectures, inference, and evaluation. ... -
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We have implemented a core summarizer of scientific articles written in Spanish, with the following components: a tokenizer, a grammar checker, a clarity checker, a cohesion-coherence checker, a common-topic extractor and an output formatter.
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Text Expander, Inverse summarizer
Expand text, inverse summarizer
IT WILL WORK WITH A JAVA DEVELOPMENT KIT 1.7 ONLY !!! This program is a data-miner and a knowledge-miner. It does exactly the opposite of what the text summarizers do. A text summarizer produces a shortened text given some text as an input. An inverse summarizer takes the shortened input, a similar or a same text and does the process in reverse. This results in an expanded text. It can be used with any text or notes that have the knowledge gaps. It is a great aid to any creative work and it simply pin-points to data that may be of some relevance. ... -
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Movie Summarizer
A personalized summarization system for movies
Movie Summarizer is a tool for personalized summarization of the audio-visual semantics of a movie. It helps users to effectively summarize a movie's characters, events, semantic concepts and spoken content. -
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Unsupervised TXT classifier
Classify any two TXT documents, no training required - JAVA
...Instead, each TXT file is a category on its own, rather than an assigned category. In a way, this is similar to clustering but not really a clustering algorithm since there is some training involved. The summarizer from Classifier4J has been adjusted to accept two inputs (lets call them A and B). Then, the summarizer gets trained with A to summarize a document B, and vice versa. This extracts a relevant structure for both documents (and thus avoids the over-training) which are then compared using the Vector-Space analysis to give a range of belonging of one document to another (and thus avoids the shortage of information). ... -
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TexLexAn is an open source text analyser for Linux, able to estimate the readability and reading time, to classify and summarize texts. It has some learning abilities and accepts html, doc, pdf, ppt, odt and txt documents. Written in C and Python.
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Auto Summarization tool using java
Auto summarization provides a concise summary for a document.
...My thesis Includes salton’s vector space model which divides the sentences into categories which can also be used for summarizing the contents in WebPages. The summarizer initially breaks the entire document into sentences based on the separators. The Second step is that the unnecessary words are removed from the document. The document after removing the stop words is revised again for the unique words. Unique words are the one which have the same meaning or might be redundant in the document. ... -
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Given a webpage, Summarizer tries to summarize the content such that all useful information is extracted in a small paragraph. This is something like what Google News uses to capture news summaries from sites. But this is not restricted to news sites.
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Reads RSS feeds' full html page, scrapes and summarizes just the article content, stripped of ads, etc. Converts to speech (ogg/mp3) and creates a podcast of all of the summaries. Works with slashdot, weather, cnn, newsforge, groklaw, pirillo and more!
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a linux netfilter/iptables firewall log summarizer with graphical and command line interface that helps the sysadmin in his daily routine. points of interest can be examined closer to gain further information. you can also run it in command line mode and
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