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Data Mining

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://bitbucket.org/ghentdatascience/essd_public

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Explainable Subgraphs with Surprising Densities: A Subgroup Discovery Approach

https://bitbucket.org/hl2exe/tcgnn

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Tree-Constrained Graph Neural Networks For Argument Mining

https://github.com/AGalassi/StructurePrediction18

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Multi-Task Attentive Residual Networks for Argument Mining

https://github.com/AmirAbaskohi/Persian-Emotion-Detection-using-ParsBERT-and-Imbalanced-Data-Handling-Approaches

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Persian Emotion Detection using ParsBERT and Imbalanced Data Handling Approaches

https://github.com/Armaniii/WIBA

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WIBA: What Is Being Argued? A Comprehensive Approach to Argument Mining

https://github.com/Arzik1987/SDRE

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REDS: Rule Extraction for Discovering Scenarios

https://github.com/BW297/DFCD

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A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments

https://github.com/Babakbehkamkia/GPT-Stance-Detection

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Zero-Shot Stance Detection using Contextual Data Generation with LLMs

https://github.com/DavidHason/Causal_Analysis

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Causal Analysis of Customer Churn Using Deep Learning

https://github.com/DrImpossible/Sub-word-LSTM

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Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text

https://github.com/Eroica-cpp/YouTube-Statistics

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YouTube AV 50K: An Annotated Corpus for Comments in Autonomous Vehicles

https://github.com/HKUST-KnowComp/KnowComp-DialAM2024-ACL2024

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

https://github.com/HMProenca/RuleList

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Discovering outstanding subgroup lists for numeric targets using MDL

https://github.com/Hellisotherpeople/DebateSum

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DebateSum: A large-scale argument mining and summarization dataset

https://github.com/Hellisotherpeople/debate2vec

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DebateSum: A large-scale argument mining and summarization dataset

https://github.com/Jakob-Bach/Constrained-Subgroup-Discovery

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Using Constraints to Discover Sparse and Alternative Subgroup Descriptions

https://github.com/JeremCab/AMwithGPT

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In-Context Learning and Fine-Tuning GPT for Argument Mining

https://github.com/LCS2-IIITD/LESA-EACL-2021

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LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content

https://github.com/LabyrinthineLeo/DISCO

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DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation

https://github.com/LegalAM/JDMDH-2022-ECHR

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Enhancing Legal Argument Mining with Domain Pre-training and Neural Networks

https://github.com/LukasMut/Subjective_QA

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Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity

https://github.com/NKU-IIPLab/BMRC

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Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction

https://github.com/NLPfreshman0/PSCRF

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Path-Specific Causal Reasoning for Fairness-aware Cognitive Diagnosis

https://github.com/ReCAP-UTR/Argument-Graph-Mining

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Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs

https://github.com/RemilYoucef/split-sd4x

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Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery

https://github.com/SkBlaz/SCD

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Embedding-based Silhouette Community Detection

https://github.com/UKPLab/acl2019-BERT-argument-classification-and-clustering

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Classification and Clustering of Arguments with Contextualized Word Embeddings

https://github.com/UKPLab/acl2021-label-suggestions-german-covid19

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Investigating label suggestions for opinion mining in German Covid-19 social media

https://github.com/UKPLab/arxiv2018-bayesian-ensembles

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A Bayesian Approach for Sequence Tagging with Crowds

https://github.com/UKPLab/emnlp2017-claim-identification

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What is the Essence of a Claim? Cross-Domain Claim Identification

https://github.com/Yale-LILY/ConvoSumm

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ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining

https://github.com/abdelkadermh/isarcasmeval

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CS-UM6P at SemEval-2022 Task 6: Transformer-based Models for Intended Sarcasm Detection in English and Arabic

https://github.com/abidlabs/contrastive

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Contrastive Principal Component Analysis

https://github.com/abrazinskas/sigir2022-opinion-summarization-tutorial

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Beyond Opinion Mining: Summarizing Opinions of Customer Reviews

https://github.com/achyudhk/SentiGH

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Supervised Sentiment Classification with CNNs for Diverse SE Datasets

https://github.com/adewynter/argumentation-llms

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"I'd Like to Have an Argument, Please": Argumentative Reasoning in Large Language Models

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