Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble Feb 12, 2024 Adversarial Attack Classification
Code Code Available 5 Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available 5 GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Feb 18, 2024 Graph Neural Network In-Context Learning
Code Code Available 5 Hierarchical Attentional Hybrid Neural Networks for Document Classification Jan 20, 2019 Classification Document Classification
Code Code Available 5 Identifying Unclear Questions in Community Question Answering Websites Jan 18, 2019 Community Question Answering General Classification
Code Code Available 5 From Small to Large Language Models: Revisiting the Federalist Papers Feb 25, 2025 Authorship Attribution Dimensionality Reduction
Code Code Available 5 BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware Mar 30, 2023 CPU Fraud Detection
Code Code Available 5 Funnelling: A New Ensemble Method for Heterogeneous Transfer Learning and its Application to Cross-Lingual Text Classification Jan 31, 2019 All Classification
Code Code Available 5 Verifying the Robustness of Automatic Credibility Assessment Mar 14, 2023 Fact Checking Misinformation
Code Code Available 5 A Few-shot Approach to Resume Information Extraction via Prompts Sep 20, 2022 Language Modeling Language Modelling
Code Code Available 5 From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information Aug 24, 2018 Classification General Classification
Code Code Available 5 An Iterative Contextualization Algorithm with Second-Order Attention Mar 3, 2021 Sentence text-classification
Code Code Available 5 FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot Text Classification
Code Code Available 5 FRAGE: Frequency-Agnostic Word Representation Sep 18, 2018 Language Modeling Language Modelling
Code Code Available 5 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion Nov 13, 2023 Memorization text-classification
Code Code Available 5 FLAG: Financial Long Document Classification via AMR-based GNN Oct 2, 2024 Abstract Meaning Representation Document Classification
Code Code Available 5 Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Feb 20, 2024 In-Context Learning Language Modeling
Code Code Available 5 FLAIR: An Easy-to-Use Framework for State-of-the-Art NLP Jun 1, 2019 Chunking Named Entity Recognition (NER)
Code Code Available 5 Active Learning for Abstractive Text Summarization Jan 9, 2023 Abstractive Text Summarization Active Learning
Code Code Available 5 FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available 5 Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification Jun 1, 2018 General Classification Sentiment Analysis
Code Code Available 5 Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis Jan 17, 2024 Bilevel Optimization Hyperparameter Optimization
Code Code Available 5 Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification Oct 1, 2022 Fairness text-classification
Code Code Available 5 An Information-Theoretic Approach to Analyze NLP Classification Tasks Feb 1, 2024 Multiple-choice Reading Comprehension
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 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 Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop Apr 5, 2018 Few-Shot Learning Few-Shot Text Classification
Code Code Available 5 An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL) Aug 23, 2018 BIG-bench Machine Learning Classification
Code Code Available 5 Active Few-Shot Learning with FASL Apr 20, 2022 Active Learning Few-Shot Learning
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 Adv-OLM: Generating Textual Adversaries via OLM Jan 21, 2021 Sentence text-classification
Code Code Available 5 Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available 5 Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks May 3, 2022 text-classification Text 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 An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics May 26, 2021 BIG-bench Machine Learning text-classification
Code Code Available 5 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
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 Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features Feb 2, 2022 text-classification Text Classification
Code Code Available 5 Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Jul 31, 2020 Continual Pretraining
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 Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime May 16, 2023 Classification Data Augmentation
Code Code Available 5 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute 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 Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available 5 Fine-grained domain classification of text using TERMIUM Plus Sep 1, 2017 Classification domain classification
Code Code Available 5 Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 5 Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
Code Code Available 5 An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text Classification Dec 23, 2024 regression text-classification
Code Code Available 5 Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks Jul 1, 2022 text-classification Text 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 