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Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"
[EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.
REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).
cRocoDiLe is a dataset extraction tool for Relation Extraction using Wikipedia and Wikidata presented in REBEL (EMNLP 2021).
[EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.
Temporal Knowledge Graph Question Answering via Subgraph Reasoning
SRTK: Retrieve semantic-relevant subgraphs from large-scale knowledge graphs
ReFinED is an efficient and accurate entity linking (EL) system.
This contains script that reimplements KAPING framework (Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering, Baek et al. 2023)
Official Code Repository for Knowledge-Augmented Language Model Verification (EMNLP 2023)
A collection of AWESOME things about Graph-Related LLMs.
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
This repository provides an original implementation of Detecting Pretraining Data from Large Language Models by *Weijia Shi, *Anirudh Ajith, Mengzhou Xia, Yangsibo Huang, Daogao Liu , Terra Blevins…
[EMNLP 2023] FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models
This is the code for the EMNLP 2020 paper "An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing".
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
an intro to retrieval augmented large language model