FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Jan 16, 2022 Benchmarking Federated Learning
— Unverified 0 Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Jun 14, 2023 Diversity Federated Learning
— Unverified 0 Feeding LLM Annotations to BERT Classifiers at Your Own Risk Apr 21, 2025 text-classification Text Classification
— Unverified 0 FENAS: Flexible and Expressive Neural Architecture Search Nov 1, 2020 image-classification Image Classification
— Unverified 0 Fermi at SemEval-2019 Task 4: The sarah-jane-smith Hyperpartisan News Detector Jun 1, 2019 Classification General Classification
— Unverified 0 Ferryman at SemEval-2020 Task 7: Ensemble Model for Assessing Humor in Edited News Headlines Dec 1, 2020 regression Sentiment Analysis
— Unverified 0 Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector Nov 1, 2021 text-classification Text Classification
— Unverified 0 Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks Aug 31, 2022 Deep Learning Few-Shot Learning
— Unverified 0 Few-shot learning for medical text: A systematic review Apr 21, 2022 Articles Few-Shot Learning
— Unverified 0 Few-Shot Learning with Siamese Networks and Label Tuning Oct 16, 2021 Few-Shot Learning Few-Shot Text Classification
— Unverified 0 Few-shot Text Classification with Dual Contrastive Consistency Sep 29, 2022 Classification Contrastive Learning
— Unverified 0 Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network Dec 1, 2020 Few-Shot Text Classification Graph Neural Network
— Unverified 0 Few-Shot Text Generation with Natural Language Instructions Nov 1, 2021 Headline Generation text-classification
— Unverified 0 Finding Good Representations of Emotions for Text Classification Aug 22, 2018 Abusive Language Classification
— Unverified 0 Finding Opinion Manipulation Trolls in News Community Forums Jul 1, 2015 Keyword Spotting Sentiment Analysis
— Unverified 0 Can depth-adaptive BERT perform better on binary classification tasks Nov 22, 2021 Binary Classification Classification
— Unverified 0 Finding Thoughtful Comments from Social Media Dec 1, 2012 Decision Making Opinion Mining
— Unverified 0 Fine-grained domain classification using Transformers Dec 1, 2020 Classification domain classification
— Unverified 0 FineText: Text Classification via Attention-based Language Model Fine-tuning Oct 25, 2019 Benchmarking Classification
— Unverified 0 Fine-tuning ClimateBert transformer with ClimaText for the disclosure analysis of climate-related financial risks Mar 21, 2023 text-classification Text Classification
— Unverified 0 Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection Jan 22, 2024 Binary Classification Classification
— Unverified 0 Fine-Tuning Large Language Models for Scientific Text Classification: A Comparative Study Nov 27, 2024 Classification text-classification
— Unverified 0 Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Aug 28, 2023 Abusive Language Fake News Detection
— Unverified 0 Fine-Tuning LLMs on Small Medical Datasets: Text Classification and Normalization Effectiveness on Cardiology reports and Discharge records Mar 27, 2025 named-entity-recognition Named Entity Recognition
— Unverified 0 Improving Pre-trained Language Model Fine-tuning with Noise Stability Regularization Jun 12, 2022 Domain Generalization Language Modeling
— Unverified 0 Fine-Tuning Pretrained Language Models With Label Attention for Biomedical Text Classification Aug 26, 2021 text-classification Text Classification
— Unverified 0 Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents May 13, 2024 Articles Contrastive Learning
— Unverified 0 Fine-tuning Transformer-based Encoder for Turkish Language Understanding Tasks Jan 30, 2024 named-entity-recognition Named Entity Recognition
— Unverified 0 Finnish Native Language Identification Nov 1, 2014 Language Acquisition Language Identification
— Unverified 0 Flamb\'e: A Customizable Framework for Machine Learning Experiments Jul 1, 2019 BIG-bench Machine Learning Language Modeling
— Unverified 0 Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages Jun 12, 2025 Domain Adaptation Pseudo Label
— Unverified 0 Flooding-X: Improving BERT's Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning Nov 16, 2021 Adversarial Robustness text-classification
— Unverified 0 Food Classification using Joint Representation of Visual and Textual Data Aug 3, 2023 Classification image-classification
— Unverified 0 Fooling Explanations in Text Classifiers Jun 7, 2022 text-classification Text Classification
— Unverified 0 Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Mar 17, 2024 Authorship Verification Data Augmentation
— Unverified 0 F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks May 21, 2023 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified 0 FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales Jul 2, 2022 Hallucination Language Modelling
— Unverified 0 French and German Corpora for Audience-based Text Type Classification May 1, 2012 Dependency Parsing General Classification
— Unverified 0 Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples Apr 13, 2020 General Classification SST-2
— Unverified 0 From Fake to Hyperpartisan News Detection Using Domain Adaptation Aug 4, 2023 Clustering Contrastive Learning
— Unverified 0 From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings Jul 25, 2017 Clustering General Classification
— Unverified 0 From Measurement Instruments to Data: Leveraging Theory-Driven Synthetic Training Data for Classifying Social Constructs Oct 16, 2024 Classification text-classification
— Unverified 0 From Review to Rating: Exploring Dependency Measures for Text Classification Sep 4, 2017 Classification feature selection
— Unverified 0 From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture Apr 7, 2020 Classification General Classification
— Unverified 0 From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detection Feb 24, 2021 Hate Speech Detection Language Modeling
— Unverified 0 From Visualisation to Hypothesis Construction for Second Language Acquisition Oct 1, 2014 Language Acquisition Language Identification
— Unverified 0 Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter Aug 1, 2018 Aggression Identification Hate Speech Detection
— Unverified 0 Fully Convolutional Networks for Text Classification Feb 14, 2019 Classification General Classification
— Unverified 0 funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts Aug 1, 2017 Classification General Classification
— Unverified 0 Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification Aug 1, 2021 text-classification Text Classification
— Unverified 0 