KomeijiForce
Shang Data Lab, UC San Diego Minimally Supervised Learning, Language Modeling Theory, Persona-driven Role-playing
UC San DiegoSD, CA
Pinned Repositories
Active_Passive_Constraint_Koishiday_2024
[NeurIPS 2024] An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.
AutoPersona
自动从脏网页文本中提取角色人设信息的中文llama-3模型
CoTAM
Official Implementation of the ACL2024 Findings paper "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"
ELECTRA-NRC
The official implementation for paper "Evaluate Confidence Instead of Perplexity for Commonsense Reasoning"
EmojiLM
Official Implementation for "EmojiLM: Modeling the New Emoji Language"
Incubator
[EMNLP2024] This repo is the official implementation for Incubating Text Classifiers Following User Instruction with Nothing but LLM. We allow users to get a personalized classifier with only the instruction as input. The incubation is based on a llama-2-7b fine-tuned on Huggingface Meta Data and Self-Diversification.
MetaIE
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
SemEval2023_Task10
TextGrafting
[EMNLP2024] Official Implementation of the paper "Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification"
X-NER
Official Implementation for "Less than One-shot: Named Entity Recognition via Extremely Weak Supervision"
KomeijiForce's Repositories
KomeijiForce/MetaIE
This is a meta-model distilled from LLMs for information extraction. This is an intermediate checkpoint that can be well-transferred to all kinds of downstream information extraction tasks.
KomeijiForce/CoTAM
Official Implementation of the ACL2024 Findings paper "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"
KomeijiForce/EmojiLM
Official Implementation for "EmojiLM: Modeling the New Emoji Language"
KomeijiForce/Incubator
[EMNLP2024] This repo is the official implementation for Incubating Text Classifiers Following User Instruction with Nothing but LLM. We allow users to get a personalized classifier with only the instruction as input. The incubation is based on a llama-2-7b fine-tuned on Huggingface Meta Data and Self-Diversification.
KomeijiForce/Active_Passive_Constraint_Koishiday_2024
[NeurIPS 2024] An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.
KomeijiForce/SemEval2023_Task10
KomeijiForce/TextGrafting
[EMNLP2024] Official Implementation of the paper "Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification"
KomeijiForce/X-NER
Official Implementation for "Less than One-shot: Named Entity Recognition via Extremely Weak Supervision"
KomeijiForce/AutoPersona
自动从脏网页文本中提取角色人设信息的中文llama-3模型
KomeijiForce/ELECTRA-NRC
The official implementation for paper "Evaluate Confidence Instead of Perplexity for Commonsense Reasoning"
KomeijiForce/KomeijiForce.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
KomeijiForce/TouhouQANet
Resources of TouhouQANet, Touhou Knowledge-125, and Touhou Knowledge Patching Codes.