Discover HKUST-KnowComp/Co2LM Open Source project by @HKUST-KnowComp

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HKUST-KnowComp

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Source code for CoCoLM: Complex Commonsense Enhanced Language Models with Language Models

R-Net

Tensorflow Implementation of R-Net

Python

581

ASER

ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.

FMG

MnemonicReader

A PyTorch implementation of Mnemonic Reader for the Machine Comprehension task

DeepGraphCNNforTexts

JWE

Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components

100

MNE

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

TransOMCS

TransOMCS is a commonsense knowledge resource transferred from ASER. It is in the format of OMCS but two orders of magnitude larger.

Python

MLMA_hate_speech

Dataset and code of our EMNLP 2019 paper "Multilingual and Multi-Aspect Hate Speech Analysis"

Python

NeuralSubgraphCounting

Source Code for KDD 2020 paper "Neural Subgraph Isomorphism Counting"

Python

DISCOS-commonsense

Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).

Python

DMSC

This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"

Python

RINANTE

Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision

Python

Motif-based-PageRank

Python

semihin

source code for the paper "Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks"

Python

FolkScope

Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense

Python

FKGE

Code for CIKM 2021 paper: Differentially Private Federated Knowledge Graphs Embedding (https://arxiv.org/abs/2105.07615)

Python

Knowledge-Constrained-Decoding

Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"

Python

CSKB-Population

Codes for the EMNLP2021 paper: Benchmarking Commonsense Knowledge Base Population (https://aclanthology.org/2021.emnlp-main.705.pdf). An updated version CKBP v2 (https://arxiv.org/pdf/2304.10392.pdf)

Python

Visual_PCR

Dataset and Source code for EMNLP 2019 paper "What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues"

Python

COLA

Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal Inference Perspective

Python

atomic-conceptualization

Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization

Python

GEIA

Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

Python

DualMessagePassing

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Python

VWS-DMSC

Python

BMGF-RoBERTa

Source Code for IJCAI 2020 paper "On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification"

Python

EFO-1-QA-benchmark

Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)

Python

MLMET

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model

Python

DummyNode4GraphLearning

Source Code for ICML 2022 paper "Boosting Graph Structure Learning with Dummy Nodes"

Python

WinoWhy

WinoWhy provides human-annotated reasons for answering WSC questions.

Python

cfet

Python

Pronoun-Coref-KG

Python

IFETEL

Improving Fine-grained Entity Typing with Entity Linking

Python

NRN

Python

Pronoun-Coref

Python

Social-Explorative-Attention-Networks

Python

MoHINRec

Python

HeteSpaceyWalk

Python

LMPNN

Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)

Python

PathPredictionForTextClassification

Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"

Python

SocializedWordEmbeddings

Python

AbsPyramid

Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Graph

Python

WFRE

Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport (Findings-ACL 2023)

Python

ELWSMP

Entity Linking within a Social Media Platform

Python

SubeventWriter

Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller

Python

ComHyper

Code for EMNLP'20 paper "When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models"

Python

ComplexHyperbolicKGE

Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.

Python

PseudoReasoner

Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population

Python

CAT

Codes for the ACL2023 main conference paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning (https://arxiv.org/pdf/2305.04808.pdf).

Python

MICO

This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledge representation

Python

SP-10K

SP-10K is a large-scale human-annotated selectional preference set. Five selectional preference relations are included.

WDDC

Source code for NAACL 2022 paper Weakly Supervised Text Classification using Supervision Signals from a Language Mode

Python

The implementation for the paper:

Python

RE-RegDVAE

Source code for paper Relation Discovery with Out-of-Relation Knowledge Base as Supervision

Python

query2particles

Python

SRBRW

Source Code for IJCAI 2018 paper "Biased Random Walk based Social Regularization for Word Embeddings"

SQE

Python

CEQA

Official Implementation of paper: Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints

Python

VD-PCR

Source code for paper "VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution"

Python

ASER-EEG

Eventuality Entailment Graph built on ASER

Python

FisherDA

code for "Fisher Deep Domain Adaptation"

Python

DiscoPrompt

Codes for the ACL2023 paper: DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition

Python

EventGround

Python

ConstraintChecker

Official code repository for the EACL2024 paper "ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases"

Jupyter Notebook

CAR

Codes for the EMNLP2023 Findings paper: CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering (https://aclanthology.org/2023.findings-emnlp.902.pdf).

Python

Persona_leakage_and_defense_in_GPT-2

Code for NAACL 2022 paper "You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas"

Python

EFOK-CQA

EFOK-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation

Python

Vis_Causal

Python

QaDynamics

Codes for the EMNLP2023 Findings paper: QaDynamics: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering.

Python

NLI4CT

Codes for the SemEval2023 paper: KnowComp at SemEval-2023 Task 7: Fine-tuning Pretrained Language Models for Clinical Trial Entailment Identification.

Python

PCR

Codes for the survey paper on pronoun coreference resolution

Python

Exo-PCR

Source code for EMNLP 2021 paper "Exophoric Pronoun Resolution in Dialogues with Topic Regularization"

Python

Fair_HIN

This code is for the ICWSM 2021 paper: Fair Representation Learning for Heterogeneous Information Networks http://arxiv.org/abs/2104.08769

Python

UnitBall

Source code for the paper 'Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space'.

Python

HPHG

Source Code for "Hyper-Path-Based Representation Learning for Hyper-Networks" (CIKM '19)

Python

GOLD

Codes for the EMNLP2023 Findings paper: Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection

Python

AbductiveKGR

[ACL 2024] Implementation for Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation

Python

FIT

Fuzzy Inference with Truth value

Python

Probing_toxicity_in_PTLMs

Probing Toxic Content in Large Pretrained Language Models

Python

DisCOC

Source Code for ACL 2021 paper "Exploring Discourse Structures for Argument Impact Classification"

Jupyter Notebook

LLM-Multistep-Jailbreak

Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPT

Python

Alpha-PACE

Codes for the AACL2023 paper: Self-Consistent Narrative Prompts on Abductive Natural Language Inference

Python

BEKG

Source Code for paper: BEKG: A Built Environment Knowledge Graph

Python

TILFA

Codes for the EMNLP 2023 workshop paper: TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining

Python

MWE

Python

HS_Bias_Eval

Data and code of our EMNLP 2020 paper "Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets".

Python

SLT

Codes for the WMT@EMNLP2023 workshop paper: KnowComp Submission for WMT23 Sign Language Translation Task

Python

GeoAlign

Source code for AKBC 2021 paper "Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning"

Python

AbsInstruct

Offical Repo of ACL 2024 paper: AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

Python

NeuPath

The codes for CIKM 2021 paper "Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks"

Python

CODC-Dialogue-Summarization

Codes of the AKBC 2021 paper: Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge

Python

HMTGIN

Python

FAPAT

Source Code for NeurIPS 2023 paper "Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns"

Jupyter Notebook

ActPlan-1K

Python

CodeGraph

official code repo for the paper: "CodeGraph: Enhancing Graph Reasoning of LLMs with Code"

AttackTransferLearning

Code for KDD20 paper "Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning"

Python

PrivateGraphEncoder

Source Code for CIKM2023 paper "Independent Distribution Regularization for Private Graph Embedding"

Python

SRFET

Exploiting Semantic Relations for Fine-grained Entity Typing

Python

VWS-PR

This code is for the EACL 2021 paper: Variational Weakly Supervised Sentiment Analysis with Posterior Regularization

Python

100

PCR4ALL

This is the github repo for LREC 2022 paper "PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English".

HKUST-KnowComp/Co2LM

HKUST-KnowComp

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