Discover thunlp/Ouroboros Open Source project by THUNLP (@thunlp)

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Python
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Apache License 2.0
Created 11 months ago
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Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)

GNNPapers

Must-read papers on graph neural networks (GNN)

15,490

WantWords

An open-source online reverse dictionary.

JavaScript

6,933

OpenPrompt

An Open-Source Framework for Prompt-Learning.

Python

4,323

OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

Python

4,322

PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

4,059

OpenKE

An Open-Source Package for Knowledge Embedding (KE)

Python

3,813

PLMpapers

Must-read Papers on pre-trained language models.

3,161

NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

TeX

2,524

UltraChat

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

Python

2,225

THULAC-Python

An Efficient Lexical Analyzer for Chinese

Python

1,997

OpenNE

An Open-Source Package for Network Embedding (NE)

Python

1,683

KRLPapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

TeX

1,532

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

Python

1,505

ERNIE

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

Python

1,408

KB2E

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

C++

1,360

NREPapers

Must-read papers on neural relation extraction (NRE)

TeX

1,028

OpenDelta

A plug-and-play library for parameter-efficient-tuning (Delta Tuning)

Python

991

WebCPM

Official codes for ACL 2023 paper "WebCPM: Interactive Web Search for Chinese Long-form Question Answering"

HTML

977

OpenCLaP

Open Chinese Language Pre-trained Model Zoo

977

RCPapers

Must-read papers on Machine Reading Comprehension

890

ToolLearningPapers

865

NRE

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

C++

812

THULAC

An Efficient Lexical Analyzer for Chinese

C++

790

FewRel

A Large-Scale Few-Shot Relation Extraction Dataset

Python

727

THUOCL

THUOCL（THU Open Chinese Lexicon）中文词库

697

Chinese_Rumor_Dataset

中文谣言数据

693

OpenAttack

An Open-Source Package for Textual Adversarial Attack.

Python

682

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

Python

609

OpenHowNet

Core Data of HowNet and OpenHowNet Python API

Python

608

TensorFlow-TransX

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

Python

514

LegalPapers

Must-read Papers on Legal Intelligence

465

CAIL

Chinese AI & Law Challenge

449

OpenMatch

An Open-Source Package for Information Retrieval.

BERT-KPE

Fast-TransX

An Efficient implementation of TransE and its extended models for Knowledge Representation Learning

C++

401

TensorFlow-Summarization

Python

390

Few-NERD

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

Python

385

SOS4NLP

Survey of Surveys for Natural Language Processing (SOS4NLP)

327

THULAC-Java

An Efficient Lexical Analyzer for Chinese

Java

325

BMCourse

The repo for Tsinghua summer course: Interdisciplinary Seminar on Big Models

Python

321

InfLLM

The code of our paper "InfLLM: Unveiling the Intrinsic Capacity of LLMs for Understanding Extremely Long Sequences with Training-Free Memory"

Python

287

NSC

Neural Sentiment Classification

Python

286

LLaVA-UHD

LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images

Python

276

DeltaPapers

Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.

273

Chinese_NRE

Source code for ACL 2019 paper "Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge"

Python

268

PL-Marker

Source code for "Packed Levitated Marker for Entity and Relation Extraction"

Python

255

LEGENT

Open Platform for Embodied Agents

Python

250

SE-WRL

Improved Word Representation Learning with Sememes

197

SCPapers

Must-read Papers on Sememe Computation

196

THUCTC

An Efficient Chinese Text Classifier

Java

196

KnowledgeablePromptTuning

kpt code

Python

192

CANE

Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

Python

191

JointNRE

Joint Neural Relation Extraction with Text and KGs

Python

187

HATT-Proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

Python

185

LegalPLMs

Source code and checkpoints for legal pre-trained language models.

Python

169

NLP-THU

NLP Course Material & QA

168

KernelGAT

The source codes for Fine-grained Fact Verification with Kernel Graph Attention Network.

Python

161

PTR

Prompt Tuning with Rules

Python

155

EntityDuetNeuralRanking

Entity-Duet Neural Ranking Model

Python

153

OOP-THU

OOP Course Material & QA

149

OpenBackdoor

An open-source toolkit for textual backdoor attack and defense (NeurIPS 2022 D&B, Spotlight)

Python

148

Auto_CLIWC

Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)

Python

142

attribute_charge

The source code of our COLING'18 paper "Few-Shot Charge Prediction with Discriminative Legal Attributes".

ConceptFlow

THUCKE

THU Chinese Keyphrase Extraction Toolkit

CAIL2018

Neural-Snowball

Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning

Python

112

KR-EAR

Knowledge Representation Learning with Entities, Attributes and Relations

C++

111

ChatEval

Codes for our paper "ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate"

Python

109

MultiRD

Code and data of the AAAI-20 paper "Multi-channel Reverse Dictionary Model"

Python

106

TransNet

Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".

Jupyter Notebook

103

RE-Context-or-Names

Bert-based models(BERT, MTB, CP) for relation extraction.

Python

101

AGE

Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"

Python

TopJudge

Python

Prompt-Transferability

On Transferability of Prompt Tuning for Natural Language Processing

Python

GEAR

Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"

Python

HNRE

Hierarchical Neural Relation Extraction

Python

LEVEN

Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"

Python

SememePSO-Attack

Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"

Python

HMEAE

Source code for EMNLP-IJCNLP 2019 paper "HMEAE: Hierarchical Modular Event Argument Extraction".

Python

XQA

Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"

Python

ERICA

Source code for ACL 2021 paper "ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning"

Python

CLAIM

TKRL

Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)

C++

TLNN

Source code for EMNLP-IJCNLP 2019 paper "Event Detection with Trigger-Aware Lattice Neural Network".

Python

NeuIRPapers

Must-read Papers on Neural Information Retrieval

MMDW

Max-margin DeepWalk

Java

KV-PLM

Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Professionals"

Python

KNET

Neural Entity Typing with Knowledge Attention

Python

SelectiveMasking

Source code for "Train No Evil: Selective Masking for Task-Guided Pre-Training"

Python

MoEfication

Python

Adv-ED

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

Python

CorefBERT

Source code for EMNLP 2020 paper "Coreferential Reasoning Learning for Language Representation"

Python

ConversationQueryRewriter

Code and Data for SIGIR 2020 Paper "Few-Shot Generative Conversational Query Rewriting"

Roff

MuGNN

Source code for ACL2019 paper "Multi-Channel Graph Neural Network for Entity Alignment".

Python

sememe_prediction

Codes for Lexical Sememe Prediction via Word Embeddings and Matrix Factorization (IJCAI 2017).

Python

DIAG-NRE

Source code for ACL 2019 paper "DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction".

Python

topical_word_embeddings

Topical Word Embeddings

Python

QuoteR

Official code and data of the ACL 2022 paper "QuoteR: A Benchmark of Quote Recommendation for Writing"

Python

100

paragraph2vec

Paragraph Vector Implementation

Python

thunlp/Ouroboros

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