knowledge-extraction
There are 39 repositories under knowledge-extraction topic.
lemonhu/open-entity-relation-extraction
Knowledge triples extraction and knowledge base construction based on dependency syntax for open domain text.
huangwl18/language-planner
Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
microsoft/knowledge-extraction-recipes-forms
Knowledge Extraction For Forms Accelerators & Examples
pengfei-luo/multimodal-knowledge-graph
A collection of resources on multimodal knowledge graph, including datasets, papers and contests.
DS4SD/deepsearch-toolkit
Interact with the Deep Search platform for new knowledge explorations and discoveries
zjunlp/Low-resource-KEPapers
A Paper List of Low-resource Information Extraction
christos42/CLDR_CLNER_models
Though language model text embeddings have revolutionized NLP research, their ability to capture high-level semantic information, such as relations between entities in text, is limited. In this paper, we propose a novel contrastive learning framework that trains sentence embeddings to encode the relations in a graph structure. Given a sentence (unstructured text) and its graph, we use contrastive learning to impose relation-related structure on the token level representations of the sentence obtained with a CharacterBERT (El Boukkouri et al., 2020) model. The resulting relation-aware sentence embeddings achieve state-of-the-art results on the relation extraction task using only a simple KNN classifier, thereby demonstrating the success of the proposed method. Additional visualization by a tSNE analysis shows the effectiveness of the learned representation space compared to baselines. Furthermore, we show that we can learn a different space for named entity recognition, again using a contrastive learning objective, and demonstrate how to successfully combine both representation spaces in an entity-relation task.
cmungall/semantic-llama
A knowledge extraction tool that uses a large language model to extract semantic information from text
phongnt570/ascent
Advanced Semantics for Commonsense Knowledge Extraction (WWW 2021)
dmitrykazhdan/MARLeME
General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems
yueyu1030/STEAM
[KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.
nicolaDeCristofaro/Predictive_Models_in_Healthcare
Data Science & Machine Learning Project applied to Healthcare
phongnt570/large-scale-csk-extraction
Refined Commonsense Knowledge from Large-Scale Web Contents (TKDE 2022)
bubblspace/AIOne
MLOne Powered by AIEdX. Machine Learning Course for Everyone. Tier1 Basic
szaguldo-kamaz/FRI-ReinforcementLearning
Fuzzy Rule Interpolation-based Reinforcement Learning
Gordarg/SnowFramework
🌐 REST Framework
StonehengeNLP/ESRA-Extractor
Explainable Scientific Research Assistant - Information Extraction Part
yanliang12/knowledge_extraction
End-to-end Knowledge Extraction engine. It extracts knowledge from free text and shows the knowledge in Neo4j. It extracts entities and the relationship between entities, even different expressions of the same entity is in different sentences of the text.
rajat7570/Improving-Consumer-Retailer-Connectivity
Data mining course project
t-charura/yt-quick-insights
CLI tool designed to extract meaningful insights from YouTube videos without watching them.
IBM/wikicausal
WikiCausal: Corpus and Task for Evaluation of Causal Knowledge Graph Construction
IlaRoss/SamO
The Sampling Ontology
pjaskulski/gpt_historical_text
GPT3/GPT4, information extraction from historical texts
nebuchadneZZar01/sustineo_extractor
A set of python softwares for knowledge extraction from sustainability reports
nlpconnect/knowledge_extractor
Extract knowledge from text and make it accessible to the world.
zevio/PCU
Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)
GlenDhingra/Knowledge-Extraction-and-Question-Formation-from-Transcripts-of-Video-using-WebRTC-and-YAKE
A comprehensive system for knowledge extraction and automatic question formation from video transcripts using speech-to-text technology and advanced text processing algorithms.
nepiskopos/duplicate-questions-detection-lsh
Knowledge extraction through Data Analysis, including Locality Sensitive Hashing (LSH).
nxgeo/id-svo-extractor
id-svo-extractor: Extract SVO triples from Indonesian text.
pjaskulski/gpt_psb
Extraction of information from biographies of historical figures with scripts using the GPT-4 model
ruzeliang/job_knowledge_graph_search
Abu Dhabi Job Market Knowledge Graph
szaguldo-kamaz/FRI-ReinforcementLearning-C
Fuzzy Rule Interpolation-based Reinforcement Learning (C + AVX port)
tommasobattisti/MuCh-ExSo
A software acting as a prototype for a semantic recommender able to connect songs with cultural heritage objects and agents starting from a single song's identifier.
tommasobattisti/MuCH-O
A knowledge extraction workflow with ontology and knowledge graph for mapping connections between songs and related cultural heritage objects and agents.
zeppehpt1/encywizard
A package for extracting knowledge from a historical encyclopedia (Noback, Leipzig 1850)