AIbase
Home
AI Tutorial

NLP-Framework-for-Literature-Summarization-in-Law-and-Policy

Public

Implementation of an interactive chatbot for summarizing legal and policy documents. Includes data preprocessing (cleaning, tokenization, chunking), extractive summarization baselines, and fine-tuned abstractive models (PEGASUS and LED). Integrates a retrieval layer for document relevance and uses ROUGE, BLEU, and cosine similarity for evaluation.

bleu-scorechunking-algorithmcosine-similarityencoder-decoder-modelledlongformer-modelsnlp-keywords-extractionpegasuspolicy-analysisretrieval-chatbot
Creat：2025-09-30T01:04:29
Update：2025-10-19T23:39:38
1
Stars
0
Stars Increase

Related projects

LeetCode Go

acm-icpc

? Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解

33768
11个月前
+5today

C Plus Plus

algorithm

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

33490
11个月前
+29today

Diffusers

Hot
deep-learning

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

31983
11个月前
+56today

ML From Scratch

Hot
data-mining

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

29775
1年前
+77today

Qdrant

Hot
ai-search

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

27535
11个月前
+68today

PythonRobotics

Hot
algorithm

Python sample codes and textbook for robotics algorithms.

27272
11个月前
+59today

Flink

colorful-terminal-output

Flexible Fortran Modules and Subroutines for Scientific Computing

25573
11个月前
+19today

Typesense

algolia

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ? ? ? Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

24782
11个月前
+9today

Homemade Machine Learning

algorithm

? Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

23790
11个月前
+5today

C

algorithm-challenges

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

21428
2年前
+18today