Twitter-Based Gender Recognition Using Transformers Apr 24, 2022 Opinion Mining Sentiment Analysis
Code Code Available ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels Sep 30, 2024 Abusive Language Hate Speech Detection
Code Code Available CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Dec 1, 2022 Classification Cultural Vocal Bursts Intensity Prediction
Code Code Available Robust to Noise Models in Natural Language Processing Tasks Jul 1, 2019 Aspect Extraction named-entity-recognition
Code Code Available GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content May 13, 2023 text-classification Text Classification
Code Code Available Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation Jan 27, 2022 Few-Shot Text Classification Meta-Learning
Code Code Available Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions Jan 31, 2020 Benchmarking Classification
Code Code Available Fine-grained domain classification of text using TERMIUM Plus Sep 1, 2017 Classification domain classification
Code Code Available tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification Feb 1, 2019 Classification Few-Shot Learning
Code Code Available APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Jan 24, 2024 text-classification Text Classification
Code Code Available BDA: Bangla Text Data Augmentation Framework Dec 11, 2024 Data Augmentation text-classification
Code Code Available Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model Dec 3, 2024 Adversarial Attack Hate Speech Detection
Code Code Available Multi-granular Legal Topic Classification on Greek Legislation Sep 30, 2021 Classification text-classification
Code Code Available A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available 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 Multi-Head Self-Attention with Role-Guided Masks Dec 22, 2020 Machine Translation text-classification
Code Code Available BCH-NLP at BioCreative VII Track 3: medications detection in tweets using transformer networks and multi-task learning Nov 26, 2021 All Data Augmentation
Code Code Available Rule induction for global explanation of trained models Aug 29, 2018 Feature Importance text-classification
Code Code Available Multi-label Dataless Text Classification with Topic Modeling Nov 5, 2017 Classification General Classification
Code Code Available Graph Neural Networks on Discriminative Graphs of Words Oct 27, 2024 Classification graph construction
Code Code Available Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter Aug 1, 2019 Abuse Detection Abusive Language
Code Code Available RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Mar 5, 2024 Pseudo Label text-classification
Code Code Available Graph Star Net for Generalized Multi-Task Learning Jun 21, 2019 Classification General Classification
Code Code Available Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Oct 6, 2020 General Classification Representation Learning
Code Code Available BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification Apr 5, 2021 Decision Making General Classification
Code Code Available Guarded Query Routing for Large Language Models May 20, 2025 Large Language Model text-classification
Code Code Available 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 Two-Stage Classifier for COVID-19 Misinformation Detection Using BERT: a Study on Indonesian Tweets Jun 30, 2022 Language Modelling Misinformation
Code Code Available GUIDEQ: Framework for Guided Questioning for progressive informational collection and classification Nov 8, 2024 Question Answering text-classification
Code Code Available TCAB: A Large-Scale Text Classification Attack Benchmark Oct 21, 2022 Abuse Detection Classification
Code Code Available Multi-level Product Category Prediction through Text Classification Mar 3, 2024 Classification Data Augmentation
Code Code Available GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Jun 18, 2024 Code Generation Mathematical Problem-Solving
Code Code Available Gzip versus bag-of-words for text classification Jul 27, 2023 Classification text-classification
Code Code Available 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 Two-Stage Fine-Tuning: A Novel Strategy for Learning Class-Imbalanced Data Jul 22, 2022 text-classification Text Classification
Code Code Available Handwriting Classification for the Analysis of Art-Historical Documents Nov 4, 2020 Classification General Classification
Code Code Available Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime May 16, 2023 Classification Data Augmentation
Code Code Available Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Jul 20, 2024 Few-Shot Text Classification Q-Learning
Code Code Available Active Learning for Abstractive Text Summarization Jan 9, 2023 Abstractive Text Summarization Active Learning
Code Code Available Safe Exploration for Optimizing Contextual Bandits Feb 2, 2020 counterfactual Information Retrieval
Code Code Available Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment May 10, 2023 In-Context Learning text-classification
Code Code Available Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms May 24, 2018 Document Classification General Classification
Code Code Available Taming Pretrained Transformers for Extreme Multi-label Text Classification May 7, 2019 Extreme Multi-Label Classification General Classification
Code Code Available Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Jan 1, 2022 Natural Questions Question Answering
Code Code Available A Variational Approach for Learning from Positive and Unlabeled Data Jun 3, 2019 Fraud Detection text-classification
Code Code Available Sampling Bias in Deep Active Classification: An Empirical Study Sep 20, 2019 Active Learning Classification
Code Code Available Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection Jan 16, 2025 Deep Learning Diagnostic
Code Code Available Multimodal Quantum Natural Language Processing: A Novel Framework for using Quantum Methods to Analyse Real Data Oct 29, 2024 Data Integration Image-text Classification
Code Code Available Hate Speech Detection Using Cross-Platform Social Media Data In English and German Language Oct 2, 2024 Classification Hate Speech Detection
Code Code Available 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 