hkust-knowcomp Goto Github PK
Name: HKUST-KnowComp
Type: Organization
Bio: Knowledge Computation Group@HKUST, led by Yangqiu Song
Location: HKUST, Hong Kong
Name: HKUST-KnowComp
Type: Organization
Bio: Knowledge Computation Group@HKUST, led by Yangqiu Song
Location: HKUST, Hong Kong
[ACL 2024] Implementation for Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
Offical Repo of ACL 2024 paper: AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation
Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Graph
Codes for the AACL2023 paper: Self-Consistent Narrative Prompts on Abductive Natural Language Inference
Code for EMNLP 2020 paper: Analogous Process Structure Induction for Sub-event Sequence Prediction
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.
Eventuality Entailment Graph built on ASER
A Python pipeline for using AMIE+ to mine logic rules and instantiate new facts.
Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
Code for KDD20 paper "Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning"
Source Code for paper: BEKG: A Built Environment Knowledge Graph
Source Code for IJCAI 2020 paper "On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification"
The implementation for the paper:
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).
Code for the EMNLP2023 Findings paper: CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering (https://aclanthology.org/2023.findings-emnlp.902.pdf).
Code for the ACL2023 paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning (https://aclanthology.org/2023.acl-long.733.pdf).
Official Implementation of paper: Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
Official code repository for the EACL2024 paper "Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations"
Source code for CoCoLM: Complex Commonsense Enhanced Language Models with Language Models
Codes of the AKBC 2021 paper: Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge
official code repo for the paper: "CodeGraph: Enhancing Graph Reasoning of LLMs with Code"
Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal Inference Perspective
Code for EMNLP'20 paper "When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models"
Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.
Official code repository for the EACL2024 paper "ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases"
Code for EACL 2023 (Findings) paper "Global Constraints with Prompting for Zero-Shot Event Argument Classification".
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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