HKUST-KnowComp

ASER

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

GEIA

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

FolkScope

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

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)

Knowledge-Constrained-Decoding

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

NRN

AbsPyramid

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

CEQA

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

ConstraintChecker

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

EFOK-CQA

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

FAPAT

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

FIT

Fuzzy Inference with Truth value

EventGround

IntentionQA

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

LiveSum-TTT

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

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).

MIND_Distillation

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

AbsInstruct

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

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"

PrivLM-Bench

Code for ACL 2024 paper: PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models.

UC-FedRec

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

AbductiveKGR

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).

NegotiationToM

Dataset and Source Code for paper “NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding” (https://arxiv.org/abs/2404.13627)

PrivateGraphEncoder

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

LLM-discussion

(ACL 2024) Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

KnowComp-DialAM2024-ACL2024

Code of the paper: KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining

PipeNet

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

PrivateNGDB

SessionCQA