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ZJUNLP's Projects

adakgc icon adakgc

[EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction

autoact icon autoact

AUTOACT: Automatic Agent Learning from Scratch for QA via Self-Planning

autokg icon autokg

Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".

chatcell icon chatcell

ChatCell: Facilitating Single-Cell Analysis with Natural Language

dart icon dart

[ICLR 2022] Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

deepee icon deepee

DeepEE: Deep Event Extraction Algorithm Gallery (基于深度学习的开源中文事件抽取算法汇总)

deepke icon deepke

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

diagnosere icon diagnosere

[CCKS 2021] On Robustness and Bias Analysis of BERT-based Relation Extraction

doced icon doced

[ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network

docunet icon docunet

[IJCAI 2021] Document-level Relation Extraction as Semantic Segmentation

dqsetgen icon dqsetgen

[TASLP 2024] Sequence Labeling as Non-autoregressive Dual-Query Set Generation

easydetect icon easydetect

An Easy-to-use Hallucination Detection Framework for LLMs.

easyedit icon easyedit

An Easy-to-use Knowledge Editing Framework for LLMs.

easyeval icon easyeval

An Easy-to-use Intelligence Evaluation Framework for LLMs.

easyinstruct icon easyinstruct

An Easy-to-use Instruction Processing Framework for LLMs.

editbias icon editbias

EditBias: Debiasing Stereotyped Language Models via Model Editing

factchd icon factchd

[IJCAI2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection

hvpnet icon hvpnet

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

iepile icon iepile

IEPile: A Large-Scale Information Extraction Corpus

imagenet21k icon imagenet21k

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

kano icon kano

[Nature Machine Intelligence 2023] Knowledge Graph-enhanced Molecular Contrastive Learning with Functional Prompt

kformer icon kformer

[NLPCC 2022] Kformer: Knowledge Injection in Transformer Feed-Forward Layers

knn-kg icon knn-kg

[NLPCC 2023] Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models

knowagent icon knowagent

KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents

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