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Classification

15,289 papers

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Papers

Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024
Robust AI-Generated Text Detection by Restricted Embeddings EMNLP 2024
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts EMNLP 2024
Unified Active Retrieval for Retrieval Augmented Generation EMNLP 2024
Optimal and efficient text counterfactuals using Graph Neural Networks EMNLP 2024
Explaining the Hardest Errors of Contextual Embedding Based Classifiers EMNLP 2024
One-Vs-Rest Neural Network English Grapheme Segmentation: A Linguistic Perspective EMNLP 2024
E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024
AMREx: AMR for Explainable Fact Verification EMNLP 2024
Towards a new Benchmark for Emotion Detection in NLP: A Unifying Framework of Recent Corpora EMNLP 2024
uOttawa at LegalLens-2024: Transformer-based Classification Experiments EMNLP 2024
Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models EMNLP 2024
The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024
Transductive Legal Judgment Prediction Combining BERT Embeddings with Delaunay-Based GNNs EMNLP 2024
Multi-Property Multi-Label Documents Metadata Recommendation based on Encoder Embeddings EMNLP 2024
Comparative Study of Explainability Methods for Legal Outcome Prediction EMNLP 2024
Extracting Relations from Ecclesiastical Cultural Heritage Texts EMNLP 2024
Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry EMNLP 2024
From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024
A Two-Model Approach for Humour Style Recognition EMNLP 2024
Classification of Buddhist Verses: The Efficacy and Limitations of Transformer-Based Models EMNLP 2024
Intersecting Register and Genre: Understanding the Contents of Web-Crawled Corpora EMNLP 2024
SciTechBaitRO: ClickBait Detection for Romanian Science and Technology News EMNLP 2024
Explainable Identification of Hate Speech towards Islam using Graph Neural Networks EMNLP 2024