DeepKE Alternatives
Similar projects and alternatives to DeepKE
-
llama_farm
Use local llama LLM or openai to chat, discuss/summarize your documents, youtube videos, and so on.
-
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
-
ARElight
Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
llm-experiments
Experiments using ChatGPT, Jupyter, and rdflib for distributed knowledge graph construction (by landrs-toolkit)
-
ai_llm_kb_sandbox
Investigating the use of LLMs to populate knowledge graphs (KG) and then use KG to utilize predictive models
DeepKE reviews and mentions
- Would this method work to increase the memory of the model? Saving summaries generated by a 2nd model and injecting them depending on the current topic.
-
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?
Scaling language models have revolutionized widespread NLP tasks, yet little comprehensively explored few-shot relation extraction with large language models. In this paper, we investigate principal methodologies, in-context learning and data generation, for few-shot relation extraction via GPT-3.5 through exhaustive experiments. To enhance few-shot performance, we further propose task-related instructions and schema-constrained data generation. We observe that in-context learning can achieve performance on par with previous prompt learning approaches, and data generation with the large language model can boost previous solutions to obtain new state-of-the-art few-shot results on four widely-studied relation extraction datasets. We hope our work can inspire future research for the capabilities of large language models in few-shot relation extraction. Code is available in \url{https://github.com/zjunlp/DeepKE/tree/main/example/llm.
Stats
zjunlp/DeepKE is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of DeepKE is Python.
Popular Comparisons
Sponsored