Pinned Repositories
ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
ChatGLM2-6B
ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型
ChatKBQA
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22)
DHGE
[AAAI 2023] Official resources of "DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing".
HAHE
[ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".
KBQA-o1
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
NQE
[AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".
StructGPT
The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"
Text2NKG
[NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction".
LHRLAB's Repositories
LHRLAB/ColBERT
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22)
LHRLAB/ERNIE
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
LHRLAB/Freebase-Setup
The last data dump of Freebase with introductory explanation of its schema
LHRLAB/Graphormer
Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.
LHRLAB/HittER
Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)
LHRLAB/KG-S2S
COLING 2022: Knowledge Is Flat: A Seq2Seq Generative framework For Various Knowledge Graph Completion
LHRLAB/KQAPro_Baselines
Pytorch implementation of baseline models of KQA Pro, a large-scale dataset of complex question answering over knowledge base.
LHRLAB/Minst-MLP
Minst classification with Multilayer perceptron
LHRLAB/PL-Marker
Source code for "Packed Levitated Marker for Entity and Relation Extraction"
LHRLAB/pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
LHRLAB/serve
Serve, optimize and scale PyTorch models in production
LHRLAB/StarE-master
EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs
LHRLAB/Text2Event
Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
LHRLAB/text2vec
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。