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a-two-dimensional-feature-engineering-method-for-entity-relation-extraction

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

camp

pytorch implementation for the CAMP model in ICDM 2019 "CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare"

core

cre-llm

CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model

da-gpn

dsre

Resources for the paper "PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction"

enhancingremc

Enhancing Targeted Minority Class Prediction in Sentence-level Relation Extraction

extreme-fine-tuning

feature_engineering_re

naturalizer Feature Engineing

flash-pytorch

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

form-document-ie

Information Extraction from Visually Rich Documents (Form-like Documents)

fuping

genpt

[Findings of EMNLP 2022] Code of paper Generative Prompt Tuning for Relation Classification. https://arxiv.org/abs/2210.12435

glu

An easy-to-use library for GLU (Gated Linear Units) and GLU variants in TensorFlow.

gpt_academic

为ChatGPT/GLM提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm2等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。

grte

hidialog

This is the official code repository of ICLR 2023 Tiny Paper, "Hierarchical Dialogue Understanding with Special Tokens and Turn-level Attention".

k-adapter

kd-docre

Implementation of Document-level Relation Extraction with Knowledge Distillation and Adaptive Focal Loss

key-value-memory-networks

Key-Value Memory Networks for Directly Reading Documents, Alexander Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston https://arxiv.org/abs/1606.03126

lightxml

LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification

lru_pytorch

This repository is pytorch version implement of LRU from the paper "Resurrecting Recurrent Neural Networks for Long Sequences" (https://arxiv.org/abs/2303.06349), which is based on tf version by @bojon

ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

matchxml

mgree

mrc4ere_plus

Implementation for Paper "Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction"

null-prompts

Code for: "Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models"

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

papers-imbalanced_text_data

A network-based feature extraction method for solving the problem of text data imbalance