HKUST-KnowComp

HKUST-KnowComp

Geek Repo

Knowledge Computation Group@HKUST, led by Yangqiu Song

Location:HKUST, Hong Kong

Home Page:https://github.com/organizations/HKUST-KnowComp

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HKUST-KnowComp's repositories

ASER

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

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MLMA_hate_speech

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

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FolkScope

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

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Knowledge-Constrained-Decoding

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

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)

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LLM-Multistep-Jailbreak

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

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AbsPyramid

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

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CEQA

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

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ConstraintChecker

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

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CAR

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

EFOK-CQA

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

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GOLD

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

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FIT

Fuzzy Inference with Truth value

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QaDynamics

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

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FAPAT

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

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TILFA

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

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IntentionQA

Codes for the paper: IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Large Language Models in E-commerce

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LiveSum-TTT

Codes and Datasets for the Paper: Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction

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SLT

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

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UC-FedRec

Source Code for WSDM paper "User Consented Federated Recommender System Against Personalized Attribute Inference Attack"

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CANDLE

Code and dataset for the ACL2024 paper: CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning (https://arxiv.org/pdf/2401.07286).

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ChatGPT-Inter-Sentential-Relations

Official code repository for the EACL2024 paper "Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations"

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MIND_Distillation

Codes for the paper: MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.

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PrivateGraphEncoder

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

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MARS

Code and dataset for the paper: MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset (https://arxiv.org/pdf/2406.02106).

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PipeNet

Code for PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs

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