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dspy

DSPy: The framework for programming—not prompting—foundation models

ChatGLM2-6B

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

TinyLlama

The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.

direct-preference-optimization

Reference implementation for DPO (Direct Preference Optimization)

MOSS-RLHF

MOSS-RLHF

dataset-examples

Samples for users of the Yelp Academic Dataset

DAMO-ConvAI

DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.

nanoT5

Fast & Simple repository for pre-training and fine-tuning T5-style models

self-correction-llm-papers

This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.

InstructUIE

Universal information extraction with instruction learning

ACOS

The datasets and code of ACL 2021 paper "Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions".

InstructERC

The offical realization of InstructERC

THOR-ISA

Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting

C3DA

Source code of COLING 2022 paper "A Contrastive Cross-channel Data Augmentation Framework for Aspect-based Sentiment Analysis"

AspectQuad

Experimental code and data of paper "Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation", EMNLP 2022

OTP4ABSA-ACL2023

Code and data for Opinion Tree Parsing for Aspect-based Sentiment Analysis(Findings of ACL2023)

ST-w-Scorer-ABSA

Released code for「Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction」in ACL2024.

T2S-Augmentation

Released code for「Target-to-Source Augmentation for Aspect Sentiment Triplet Extraction」in EMNLP2023.

AugABSA

This repository contains codes for *Sem 2023 paper “Generative Data Augmentation for Aspect Sentiment Quad Prediction”.

LLM-argumentation

[ACL2024] Exploring the Potential of Large Language Models in Computational Argumentation

WebCiteS

[ACL'24] WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations

Feedback-ICL

CORT

Official code of EMNLP'22 paper "CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts"

TFD

UAUL

Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction

BvSP

The Code of BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction

WebCiteS

[ACL'24] WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations

EPMEI

TFMT