FLAG: Financial Long Document Classification via AMR-based GNN Oct 2, 2024 Abstract Meaning Representation Document Classification
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 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 Active Few-Shot Learning with FASL Apr 20, 2022 Active Learning Few-Shot Learning
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 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 Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
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 FPT: Feature Prompt Tuning for Few-shot Readability Assessment Apr 3, 2024 16k Few-Shot 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 Dynamic Bi-Elman Attention Networks: A Dual-Directional Context-Aware Test-Time Learning for Text Classification Mar 19, 2025 Computational Efficiency Representation Learning
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 Gated Convolutional Bidirectional Attention-based Model for Off-topic Spoken Response Detection Apr 20, 2020 Machine Reading Comprehension Question Answering
Code Code Available 5 Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders Sep 25, 2020 Inductive Bias Representation Learning
Code Code Available 5 An Information-Theoretic Approach to Analyze NLP Classification Tasks Feb 1, 2024 Multiple-choice Reading Comprehension
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 Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis Jan 17, 2024 Bilevel Optimization Hyperparameter Optimization
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 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 Betti numbers of attention graphs is all you really need Jul 5, 2022 All 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 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available 5 A new training approach for text classification in Mental Health: LatentGLoss Apr 9, 2025 text-classification Text Classification
Code Code Available 5 Active Bayesian Assessment for Black-Box Classifiers Feb 16, 2020 text-classification Text Classification
Code Code Available 5 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 5 BERT of all trades, master of some May 1, 2020 All text-classification
Code Code Available 5 Global Hierarchical Neural Networks using Hierarchical Softmax Aug 2, 2023 Classification text-classification
Code Code Available 5 DoDo Learning: DOmain-DemOgraphic Transfer in Language Models for Detecting Abuse Targeted at Public Figures Jul 31, 2023 text-classification Text Classification
Code Code Available 5 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Dec 7, 2022 General Knowledge Language Modeling
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 A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
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 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 FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available 5 BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Jun 1, 2022 Classification text-classification
Code Code Available 5 GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification Jan 10, 2022 4k Multi Label Text 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 Exploring Multilingual Text Data Distillation Aug 9, 2023 Dataset Distillation Fairness
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 Efficient NLP Model Finetuning via Multistage Data Filtering Jul 28, 2022 Classification model
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 Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification Feb 25, 2019 Classification General Classification
Code Code Available 5 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Mar 23, 2022 text-classification Text Classification
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 Explicit Interaction Model towards Text Classification Nov 23, 2018 Classification General Classification
Code Code Available 5 BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification Nov 27, 2023 Classification Genre 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 Divided by discipline? A systematic literature review on the quantification of online sexism and misogyny using a semi-automated approach Sep 30, 2024 Systematic Literature Review text-classification
Code Code Available 5 