Distinguishability Calibration to In-Context Learning Feb 13, 2023 In-Context Learning Language Modelling
Code Code Available 5 Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available 5 Low Rank Factorization for Compact Multi-Head Self-Attention Nov 26, 2019 Articles General Classification
Code Code Available 5 Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin Jul 1, 2023 text-classification Text Classification
Code Code Available 5 Distilling ChatGPT for Explainable Automated Student Answer Assessment May 22, 2023 Language Modeling Language Modelling
Code Code Available 5 Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Apr 22, 2020 Classification Document Embedding
Code Code Available 5 An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph Dec 4, 2023 Entity Linking Natural Language Inference
Code Code Available 5 Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Nov 5, 2018 Classification General Classification
Code Code Available 5 FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available 5 Challenging the Semi-Supervised VAE Framework for Text Classification Sep 27, 2021 Classification text-classification
Code Code Available 5 Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces Oct 1, 2018 General Classification Multi-Label Classification
Code Code Available 5 Mao-Zedong At SemEval-2023 Task 4: Label Represention Multi-Head Attention Model With Contrastive Learning-Enhanced Nearest Neighbor Mechanism For Multi-Label Text Classification Jul 11, 2023 Contrastive Learning Multi Label Text Classification
Code Code Available 5 Federated Continual Learning for Text Classification via Selective Inter-client Transfer Oct 12, 2022 Continual Learning Federated Learning
Code Code Available 5 Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available 5 Adversarial Reprogramming of Text Classification Neural Networks Sep 6, 2018 Classification General Classification
Code Code Available 5 A Neural Pairwise Ranking Model for Readability Assessment Mar 14, 2022 Cross-corpus model
Code Code Available 5 Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available 5 MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities Apr 4, 2023 text-classification Text Classification
Code Code Available 5 Character-level Convolutional Network for Text Classification Applied to Chinese Corpus Nov 14, 2016 Classification General Classification
Code Code Available 5 Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation Jun 18, 2024 Computational Efficiency Data Augmentation
Code Code Available 5 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 5 Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights Dec 1, 2014 Binary text classification text-classification
Code Code Available 5 Extracting Outcomes from Appellate Decisions in US State Courts Dec 9, 2020 Attribute Extraction legal outcome extraction
Code Code Available 5 Fake News Detection: a comparison between available Deep Learning techniques in vector space Feb 18, 2021 Fake News Detection text-classification
Code Code Available 5 Discriminating between standard Romanian and Moldavian tweets using filtered character ngrams Dec 1, 2020 Articles text-classification
Code Code Available 5 Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions Jan 31, 2020 Benchmarking Classification
Code Code Available 5 Exploring the Vulnerability of Natural Language Processing Models via Universal Adversarial Texts Dec 1, 2021 Adversarial Attack text-classification
Code Code Available 5 Exploring the Relationship Between Algorithm Performance, Vocabulary, and Run-Time in Text Classification Apr 8, 2021 Classification Document Classification
Code Code Available 5 Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales Apr 3, 2024 Contrastive Learning Hate Speech Detection
Code Code Available 5 Exposing the Limits of Video-Text Models through Contrast Sets Jul 1, 2022 Language Modeling Language Modelling
Code Code Available 5 Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Dec 1, 2018 Adversarial Text General Classification
Code Code Available 5 A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic Data Sep 10, 2017 Binary Classification General Classification
Code Code Available 5 Exploring Multilingual Text Data Distillation Aug 9, 2023 Dataset Distillation Fairness
Code Code Available 5 AC-BLSTM: Asymmetric Convolutional Bidirectional LSTM Networks for Text Classification Nov 7, 2016 Classification General Classification
Code Code Available 5 ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs May 3, 2023 Classification Decision Making
Code Code Available 5 ML-Net: multi-label classification of biomedical texts with deep neural networks Nov 13, 2018 Benchmarking Classification
Code Code Available 5 Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces Apr 1, 2021 Machine Translation Question Answering
Code Code Available 5 Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Nov 15, 2023 counterfactual In-Context Learning
Code Code Available 5 DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers Oct 29, 2024 Active Learning text-classification
Code Code Available 5 Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems Jul 3, 2023 Cross-Lingual Transfer named-entity-recognition
Code Code Available 5 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available 5 FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification May 1, 2022 Abstractive Text Summarization Classification
Code Code Available 5 Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency Jul 1, 2019 Adversarial Attack Classification
Code Code Available 5 Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning Apr 4, 2021 Benchmarking Multi Label Text Classification
Code Code Available 5 Reprint: a randomized extrapolation based on principal components for data augmentation Apr 26, 2022 Data Augmentation text-classification
Code Code Available 5 Dirichlet-Bernoulli Alignment: A Generative Model for Multi-Class Multi-Label Multi-Instance Corpora Dec 1, 2009 Classification Entity Disambiguation
— Unverified 0 Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Prediction Jun 10, 2022 Emotion Recognition text-classification
— Unverified 0 BeLightRec: A lightweight recommender system enhanced with BERT Mar 26, 2025 Collaborative Filtering Recommendation Systems
— Unverified 0 Digital Operatives at SemEval-2018 Task 8: Using dependency features for malware NLP Jun 1, 2018 Task 2 text-classification
— Unverified 0 belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification Jun 2, 2021 Audio Classification Classification
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