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Document Classification

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하위 태스크: 1
평가표: 22
보존된 평가 기록: 51

Document Classification is a procedure of assigning one or more labels to a document from a predetermined set of labels.

Source: Long-length Legal Document Classification

코드

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

https://github.com/microsoft/biogpt

공식 코드

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

https://github.com/mind-Lab/octis

공식 코드

One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization

https://github.com/mingzelucasni/ce-attack

공식 코드

Cross-Entropy Attacks to Language Models via Rare Event Simulation

https://github.com/mohbattharani/GVdoc

공식 코드

GVdoc: Graph-based Visual Document Classification

https://github.com/mp2893/med2vec

공식 코드

Multi-layer Representation Learning for Medical Concepts

https://github.com/mrvoh/meta_learning_multilingual_doc_classification

공식 코드

Multilingual and cross-lingual document classification: A meta-learning approach

https://github.com/muradtuk/Sets-clustering

공식 코드

Sets Clustering

https://github.com/nahmiasd/prompted-contextual-vectors-for-spear-phishing-detection

공식 코드

Prompted Contextual Vectors for Spear-Phishing Detection

https://github.com/namir0806/flag

공식 코드

FLAG: Financial Long Document Classification via AMR-based GNN

https://github.com/ncbi-nlp/BLUE_Benchmark

공식 코드

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

https://github.com/ncbi-nlp/NCBI_BERT

공식 코드

Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

https://github.com/niuwagege/LDRNet

공식 코드

LDRNet: Enabling Real-time Document Localization on Mobile Devices

https://github.com/nlpaueb/multi-eurlex

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MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer

https://github.com/ogaloglu/pre-training-multilingual-document-encoders

공식 코드

A General-Purpose Multilingual Document Encoder

https://github.com/ogh/binclusion

공식 코드

Leveraging Monolingual Data for Crosslingual Compositional Word Representations

https://github.com/openXBOW/openXBOW

공식 코드

openXBOW - Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit

https://github.com/paul-rottger/temporal-adaptation

공식 코드

Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media

https://github.com/perathambkk/case_shared_task_emnlp2022

공식 코드

ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event Datasets

https://github.com/phosseini/LexiPers

공식 코드

LexiPers: An ontology based sentiment lexicon for Persian

https://github.com/primerai/primer-research

공식 코드

BabyBear: Cheap inference triage for expensive language models

https://github.com/projectdossier/citationscreeningreplicability

공식 코드

Automation of Citation Screening for Systematic Literature Reviews using Neural Networks: A Replicability Study

https://github.com/qkrdmsghk/textssl

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Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

https://github.com/queez0405/A-Confidence-Calibrated-MOBA-Game-Winner-Predictor

공식 코드

A Confidence-Calibrated MOBA Game Winner Predictor

https://github.com/racai-ai/EuroVoc-BERT

공식 코드

PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors

https://github.com/racai-ai/pyeurovoc

공식 코드

PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors

https://github.com/raduionescu/vlawe-boswe

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Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation

https://github.com/rezacsedu/BengFastText

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Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network

https://github.com/ritaranx/wander

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Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training

https://github.com/ruslankhalitov/chordmixer

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ChordMixer: A Scalable Neural Attention Model for Sequences with Different Lengths

https://github.com/scotthlee/autism_classification

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A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder

https://github.com/sebischair/fusionsent

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Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes

https://github.com/sebischair/lbl2vec

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Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics

https://github.com/sergioburdisso/pyss3

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t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams

https://github.com/shijie-wu/crosslingual-nlp

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Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT

https://github.com/sinovation/ZEN

공식 코드

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations

https://github.com/sjmeis/CSKE

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An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business Registry

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