BiasEdit: Debiasing Stereotyped Models via Model Editing. WiNLP 2023 @ EMNLP 2023
KnowEdit: A Comprehensive Study of Knowledge Editing for Large Language Models. [paper]
Knowledge Acquisition
UnleashLLMRE: An exploration of unleashing the power of LLMs for few-shot relation extraction. [paper] SustaiNLP 2023 @ ACL 2023
AdaKGC: KGC based on a dynamically changing schema graph without re-training. [paper] EMNLP 2023 Findings
DeepKE: A knowledge extraction toolkit supporting standard supervised, low-resource and document-level scenarios for entity, relation and attribution extraction. [paper] EMNLP 2022 System Demostrations
LREBench: A low-resource relation extraction benchmark. [paper] EMNLP 2022 Findings
Agent
MachineSoM: Exploring Collaboration Mechanisms For LLM Agents. [paper] ACL 2024