Fine-grained domain classification of text using TERMIUM Plus Sep 1, 2017 Classification domain 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 Towards Answering Climate Questionnaires from Unstructured Climate Reports Jan 11, 2023 Question Answering text-classification
Code Code Available 5 Identifying Misinformation on YouTube through Transcript Contextual Analysis with Transformer Models Jul 22, 2023 Articles 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 iGAiVA: Integrated Generative AI and Visual Analytics in a Machine Learning Workflow for Text Classification Sep 24, 2024 text-classification Text Classification
Code Code Available 5 Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain Aug 30, 2024 Language Modeling Language Modelling
Code Code Available 5 Improve Chinese Word Embeddings by Exploiting Internal Structure Jun 1, 2016 Semantic Textual Similarity Text Classification
Code Code Available 5 Compositional Coding Capsule Network with K-Means Routing for Text Classification Oct 22, 2018 Classification Clustering
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 Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit Aug 12, 2024 Articles Holdout Set
Code Code Available 5 Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities Jan 29, 2019 Automatic Machine Learning Model Selection Deep 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 SynerMix: Synergistic Mixup Solution for Enhanced Intra-Class Cohesion and Inter-Class Separability in Image Classification Mar 21, 2024 image-classification Image Classification
Code Code Available 5 Assessing Robustness of Text Classification through Maximal Safe Radius Computation Oct 1, 2020 Classification General Classification
Code Code Available 5 ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 5 A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR Jan 16, 2024 Active Learning Systematic Literature Review
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 Few-Shot Charge Prediction with Discriminative Legal Attributes Aug 1, 2018 Attribute Prediction
Code Code Available 5 Few-shot Pseudo-Labeling for Intent Detection Dec 8, 2020 Clustering Intent Detection
Code Code Available 5 Assessing the Sufficiency of Arguments through Conclusion Generation Oct 26, 2021 text-classification Text Classification
Code Code Available 5 Concept Based Continuous Prompts for Interpretable Text Classification Dec 2, 2024 Classification 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 Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations Jun 23, 2021 Domain Adaptation image-classification
Code Code Available 5 A Comparative Study of Feature Types for Age-Based Text Classification Sep 24, 2020 General Classification Information Retrieval
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 A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard Oct 24, 2022 Descriptive Multi Class Text Classification
Code Code Available 5 Conditional BERT Contextual Augmentation Dec 17, 2018 Data Augmentation Language Modeling
Code Code Available 5 FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
Code Code Available 5 Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Jan 29, 2023 text-classification Text Classification
Code Code Available 5 Confidence Calibration of Classifiers with Many Classes Nov 5, 2024 text-classification Text Classification
Code Code Available 5 Memorization of Named Entities in Fine-tuned BERT Models Dec 7, 2022 Memorization Privacy Preserving
Code Code Available 5 FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
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 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 5 Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? May 23, 2023 graph construction Graph Mining
Code Code Available 5 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available 5 Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language Sep 30, 2024 Few-Shot Learning Sentence
Code Code Available 5 Interactive Refinement of Cross-Lingual Word Embeddings Nov 8, 2019 Active Learning Cross-Lingual Word Embeddings
Code Code Available 5 Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck Oct 30, 2023 Language Modeling Language Modelling
Code Code Available 5 Are All the Datasets in Benchmark Necessary? A Pilot Study of Dataset Evaluation for Text Classification Nov 16, 2021 All Sentence
Code Code Available 5 Constructing a Psychometric Testbed for Fair Natural Language Processing Nov 1, 2021 Benchmarking Fairness
Code Code Available 5 Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention Oct 1, 2018 General Classification Text Classification
Code Code Available 5 Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods Oct 13, 2022 Abstractive Text Summarization Feature Importance
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 Context-Aware Compilation of DNN Training Pipelines across Edge and Cloud Dec 30, 2021 Feature Compression Image Classification
Code Code Available 5 A Survey of Text Classification Under Class Distribution Shift Feb 18, 2025 Articles Continual Learning
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 Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces Apr 1, 2021 Machine Translation Question Answering
Code Code Available 5 