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R-Net
Tensorflow Implementation of R-NetASER
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.FMG
KDD17_FMGMnemonicReader
A PyTorch implementation of Mnemonic Reader for the Machine Comprehension taskDeepGraphCNNforTexts
JWE
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter ComponentsMNE
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.MLMA_hate_speech
Dataset and code of our EMNLP 2019 paper "Multilingual and Multi-Aspect Hate Speech Analysis"NeuralSubgraphCounting
Source Code for KDD 2020 paper "Neural Subgraph Isomorphism Counting"DISCOS-commonsense
Codes for the WWW2021 paper: DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge (https://arxiv.org/abs/2101.00154).DMSC
This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"RINANTE
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak SupervisionMotif-based-PageRank
semihin
source code for the paper "Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks"FolkScope
Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce CommonsenseFKGE
Code for CIKM 2021 paper: Differentially Private Federated Knowledge Graphs Embedding (https://arxiv.org/abs/2105.07615)Knowledge-Constrained-Decoding
Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"Visual_PCR
Dataset and Source code for EMNLP 2019 paper "What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues"COLA
Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal Inference Perspectiveatomic-conceptualization
Code and data for the paper Acquiring and Modelling Abstract Commonsense Knowledge via ConceptualizationGEIA
Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole SentenceDualMessagePassing
Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"VWS-DMSC
BMGF-RoBERTa
Source Code for IJCAI 2020 paper "On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification"EFO-1-QA-benchmark
Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)MLMET
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language ModelDummyNode4GraphLearning
Source Code for ICML 2022 paper "Boosting Graph Structure Learning with Dummy Nodes"WinoWhy
WinoWhy provides human-annotated reasons for answering WSC questions.cfet
Pronoun-Coref-KG
IFETEL
Improving Fine-grained Entity Typing with Entity LinkingNRN
Pronoun-Coref
Social-Explorative-Attention-Networks
MoHINRec
HeteSpaceyWalk
LMPNN
Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)PathPredictionForTextClassification
Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"SocializedWordEmbeddings
AbsPyramid
Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment GraphWFRE
Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport (Findings-ACL 2023)ELWSMP
Entity Linking within a Social Media PlatformSubeventWriter
Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Coherence ControllerComHyper
Code for EMNLP'20 paper "When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models"ComplexHyperbolicKGE
Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.PseudoReasoner
Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base PopulationCAT
Codes for the ACL2023 main conference paper: CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning (https://arxiv.org/pdf/2305.04808.pdf).MICO
This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledge representationSP-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 ModeC2
The implementation for the paper:RE-RegDVAE
Source code for paper Relation Discovery with Out-of-Relation Knowledge Base as Supervisionquery2particles
query2particlesSRBRW
Source Code for IJCAI 2018 paper "Biased Random Walk based Social Regularization for Word Embeddings"SQE
CEQA
Official Implementation of paper: Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical ConstraintsVD-PCR
Source code for paper "VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution"ASER-EEG
Eventuality Entailment Graph built on ASERFisherDA
code for "Fisher Deep Domain Adaptation"DiscoPrompt
Codes for the ACL2023 paper: DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation RecognitionEventGround
ConstraintChecker
Official code repository for the EACL2024 paper "ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases"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).Persona_leakage_and_defense_in_GPT-2
Code for NAACL 2022 paper "You Donβt Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakersβ Private Personas"EFOK-CQA
EFOK-CQA: Towards Knowledge Graph Complex Query Answering beyond Set OperationVis_Causal
QaDynamics
Codes for the EMNLP2023 Findings paper: QaDynamics: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering.NLI4CT
Codes for the SemEval2023 paper: KnowComp at SemEval-2023 Task 7: Fine-tuning Pretrained Language Models for Clinical Trial Entailment Identification.PCR
Codes for the survey paper on pronoun coreference resolutionExo-PCR
Source code for EMNLP 2021 paper "Exophoric Pronoun Resolution in Dialogues with Topic Regularization"Fair_HIN
This code is for the ICWSM 2021 paper: Fair Representation Learning for Heterogeneous Information Networks http://arxiv.org/abs/2104.08769UnitBall
Source code for the paper 'Unit Ball Model for Embedding Hierarchical Structures in the Complex Hyperbolic Space'.HPHG
Source Code for "Hyper-Path-Based Representation Learning for Hyper-Networks" (CIKM '19)GOLD
Codes for the EMNLP2023 Findings paper: Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise DetectionAbductiveKGR
[ACL 2024] Implementation for Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis GenerationFIT
Fuzzy Inference with Truth valueProbing_toxicity_in_PTLMs
Probing Toxic Content in Large Pretrained Language ModelsDisCOC
Source Code for ACL 2021 paper "Exploring Discourse Structures for Argument Impact Classification"LLM-Multistep-Jailbreak
Code for Findings-EMNLP 2023 paper: Multi-step Jailbreaking Privacy Attacks on ChatGPTAlpha-PACE
Codes for the AACL2023 paper: Self-Consistent Narrative Prompts on Abductive Natural Language InferenceBEKG
Source Code for paper: BEKG: A Built Environment Knowledge GraphTILFA
Codes for the EMNLP 2023 workshop paper: TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument MiningMWE
HS_Bias_Eval
Data and code of our EMNLP 2020 paper "Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets".SLT
Codes for the WMT@EMNLP2023 workshop paper: KnowComp Submission for WMT23 Sign Language Translation TaskGeoAlign
Source code for AKBC 2021 paper "Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning"AbsInstruct
Offical Repo of ACL 2024 paper: AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility EstimationNeuPath
The codes for CIKM 2021 paper "Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks"CODC-Dialogue-Summarization
Codes of the AKBC 2021 paper: Do Boat and Ocean Suggest Beach? Dialogue Summarization with External KnowledgeHMTGIN
FAPAT
Source Code for NeurIPS 2023 paper "Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns"ActPlan-1K
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"PrivateGraphEncoder
Source Code for CIKM2023 paper "Independent Distribution Regularization for Private Graph Embedding"SRFET
Exploiting Semantic Relations for Fine-grained Entity TypingCo2LM
Source code for CoCoLM: Complex Commonsense Enhanced Language Models with Language ModelsVWS-PR
This code is for the EACL 2021 paper: Variational Weakly Supervised Sentiment Analysis with Posterior RegularizationPCR4ALL
This is the github repo for LREC 2022 paper "PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English".Love Open Source and this site? Check out how you can help us