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knowprompt

[WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction

llmagentpapers

Must-read Papers on LLM Agents.

low-resource-kepapers

A Paper List of Low-resource Information Extraction

lrebench

[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study

machinesom

Code for the paper 'Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View'.

mkg_analogy

[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs

mkgformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

mol-instructions

[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

molgen

[ICLR 2024] Domain-Agnostic Molecular Generation with Chemical Feedback

neuralkg

[SIGIR 2022] An Open Source Library for Diverse Representation Learning of Knowledge Graphs

nlp4sciencepapers

Must-read papers on NLP for science.

ontoed

[ACL 2021] OntoED: Low-resource Event Detection with Ontology Embedding

ontoprotein

[ICLR 2022] OntoProtein: Protein Pretraining With Gene Ontology Embedding

openue

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

pitfallsknowledgeediting

[ICLR 2024] Unveiling the Pitfalls of Knowledge Editing for Large Language Models

project

Project homepages for the NLP & KG Group of Zhejiang University

prompt4reasoningpapers

[ACL 2023] Reasoning with Language Model Prompting: A Survey

promptkg

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

rap

[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction

relphormer

[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation

revisit-knn

[CCL 2023] Revisiting k-NN for Fine-tuning Pre-trained Language Models

semeval2021task4

The 4th rank system of the SemEval 2021 Task4.

speech

[ACL 2023] SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres

trice

[NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback

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