Letian Peng (KomeijiForce)

KomeijiForce

Geek Repo

Company:UC San Diego

Location:SD, CA

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Letian Peng's repositories

CoTAM

Official Implementation of the ACL2024 Findings paper "Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation"

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.

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EmojiLM

Official Implementation for "EmojiLM: Modeling the New Emoji Language"

Incubator

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.

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X-NER

Official Implementation for "Less than One-shot: Named Entity Recognition via Extremely Weak Supervision"

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Active_Passive_Constraint_Koishiday_2024

An advanced persona-driven role-playing system with global faithfulness quantification and optimization. In memory of the Koishi's Day of 2024.

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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

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ELECTRA-NRC

The official implementation for paper "Evaluate Confidence Instead of Perplexity for Commonsense Reasoning"

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KomeijiForce.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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TouhouQANet

Resources of TouhouQANet, Touhou Knowledge-125, and Touhou Knowledge Patching Codes.

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TextGrafting

Official Implementation of the paper "Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification"

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