news-tls | ACL 2020 paper Examining the State-of-the-Art in News
kandi X-RAY | news-tls Summary
kandi X-RAY | news-tls Summary
news-tls is a Python library. news-tls has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.
Data & code for the ACL 2020 paper Examining the State-of-the-Art in News Timeline Summarization (paper, slides).
Data & code for the ACL 2020 paper Examining the State-of-the-Art in News Timeline Summarization (paper, slides).
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Quality
Security
License
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Support
news-tls has a low active ecosystem.
It has 19 star(s) with 6 fork(s). There are 5 watchers for this library.
It had no major release in the last 6 months.
There are 0 open issues and 1 have been closed. On average issues are closed in 35 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of news-tls is current.
Quality
news-tls has no bugs reported.
Security
news-tls has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
License
news-tls is licensed under the MIT License. This license is Permissive.
Permissive licenses have the least restrictions, and you can use them in most projects.
Reuse
news-tls releases are not available. You will need to build from source code and install.
Build file is available. You can build the component from source.
Installation instructions, examples and code snippets are available.
Top functions reviewed by kandi - BETA
kandi has reviewed news-tls and discovered the below as its top functions. This is intended to give you an instant insight into news-tls implemented functionality, and help decide if they suit your requirements.
- Predict for each article
- Select all sentences from the cluster
- Return the most mentioned time
- Return an iterator over the articles
- Evaluate ROUGE
- Evaluate scores for a given metric
- Compute the f_score of the predicted dates
- Calculate the average result
- Return a list of entities
- Collects a list of article ids
- Rank clusters
- Calculates the summary of a list of sentences
- Collect all sentences of the article
- Return a dict representation of the token
- Load timeline
- Collect all the sentences from the article
- Compute a summary of the k - means clustering
- Preprocess the heideltime
- Return predictions for a given collection
- Cluster a collection of articles
- Summarize a list of sentences
- Run markov clustering
- Preprocess a set of articles into JSONL files
- Tokenize a dataset
- Run a tls model on a dataset
- Generate the overview for a set of collections
Get all kandi verified functions for this library.
news-tls Key Features
No Key Features are available at this moment for news-tls.
news-tls Examples and Code Snippets
No Code Snippets are available at this moment for news-tls.
Community Discussions
No Community Discussions are available at this moment for news-tls.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install news-tls
The news-tls library contains tools for loading TLS datasets and running TLS methods. To install, run:. Tilse also needs to be installed for evaluation and some TLS-specific data classes.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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