Discriminating between standard Romanian and Moldavian tweets using filtered character ngrams Dec 1, 2020 Articles text-classification
Code Code Available The Benefits of Label-Description Training for Zero-Shot Text Classification May 3, 2023 Classification domain classification
Code Code Available Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings Oct 23, 2023 Data Augmentation In-Context Learning
Code Code Available Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Dec 1, 2024 text-classification Text Classification
Code Code Available Light-Weighted CNN for Text Classification Apr 16, 2020 Classification Document Classification
Code Code Available Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples Aug 21, 2019 Adversarial Text Classification
Code Code Available Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification Dec 1, 2018 Adversarial Text General Classification
Code Code Available DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers Oct 29, 2024 Active Learning text-classification
Code Code Available LIME: Weakly-Supervised Text Classification Without Seeds Oct 13, 2022 Classification Natural Language Inference
Code Code Available Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff Jul 12, 2021 Mortality Prediction text-classification
Code Code Available The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance Jan 8, 2024 Language Modeling Language Modelling
Code Code Available DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls Dec 8, 2022 Cultural Vocal Bursts Intensity Prediction Language Modelling
Code Code Available Linearized Relative Positional Encoding Jul 18, 2023 image-classification Image Classification
Code Code Available Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre Oct 1, 2022 Classification POS
Code Code Available The Data Challenge in Misinformation Detection: Source Reputation vs. Content Veracity Nov 1, 2018 Articles Domain Generalization
Code Code Available Differential equation and probability inspired graph neural networks for latent variable learning Feb 28, 2022 Stock Prediction text-classification
Code Code Available STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learning Feb 21, 2024 Active Learning text-classification
Code Code Available Linguistic Interpretability of Transformer-based Language Models: a systematic review Apr 9, 2025 Sentiment Analysis Survey
Code Code Available A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Dec 28, 2024 Bilevel Optimization Meta-Learning
Code Code Available Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study Mar 2, 2023 Extractive Question-Answering Incremental Learning
Code Code Available An Automated Text Categorization Framework based on Hyperparameter Optimization Apr 6, 2017 Authorship Attribution General Classification
Code Code Available Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability Oct 14, 2020 Adversarial Attack text-classification
Code Code Available Did You Really Just Have a Heart Attack? Towards Robust Detection of Personal Health Mentions in Social Media Feb 26, 2018 Epidemiology Semi-Supervised Text Classification
Code Code Available Did you offend me? Classification of Offensive Tweets in Hinglish Language Oct 1, 2018 Abuse Detection General Classification
Code Code Available LLM-based feature generation from text for interpretable machine learning Sep 11, 2024 Articles Interpretable Machine Learning
Code Code Available A Comparative Study of Feature Types for Age-Based Text Classification Sep 24, 2020 General Classification Information Retrieval
Code Code Available Can BERT eat RuCoLA? Topological Data Analysis to Explain Apr 4, 2023 CoLA Linguistic Acceptability
Code Code Available Dict2vec : Learning Word Embeddings using Lexical Dictionaries Sep 1, 2017 General Classification Knowledge Graphs
Code Code Available Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models Sep 8, 2019 General Classification text-classification
Code Code Available Transformation of Dense and Sparse Text Representations Nov 7, 2019 General Classification Natural Language Inference
Code Code Available LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification Nov 29, 2024 Articles Classification
Code Code Available Dialogue Quality and Emotion Annotations for Customer Support Conversations Nov 23, 2023 Benchmarking Diversity
Code Code Available Calibrated SVM for Probabilistic Classification of In-Vehicle Voices into Vehicle Commands via Voice-to-Text LLM Transformation Jun 28, 2024 Speech-to-Text text-classification
Code Code Available RANCC: Rationalizing Neural Networks via Concept Clustering Dec 1, 2020 Classification Clustering
Code Code Available Unsupervised Label Refinement Improves Dataless Text Classification Dec 8, 2020 Classification Clustering
Code Code Available Randomized Geometric Algebra Methods for Convex Neural Networks Jun 4, 2024 Language Modeling Language Modelling
Code Code Available Unsupervised Non-transferable Text Classification Oct 23, 2022 Classification text-classification
Code Code Available The emojification of sentiment on social media: Collection and analysis of a longitudinal Twitter sentiment dataset Aug 31, 2021 Sentiment Analysis text-classification
Code Code Available Rank-Aware Negative Training for Semi-Supervised Text Classification Jun 13, 2023 Classification Semi-Supervised Text Classification
Code Code Available AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Apr 17, 2024 Deep Learning Hallucination
Code Code Available Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions Aug 19, 2024 Open-Ended Question Answering Question Answering
Code Code Available LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification May 25, 2022 Memorization Pseudo Label
Code Code Available CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction Jul 4, 2018 Articles Prediction
Code Code Available Low Rank Factorization for Compact Multi-Head Self-Attention Nov 26, 2019 Articles General Classification
Code Code Available Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin Jul 1, 2023 text-classification Text Classification
Code Code Available Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers May 11, 2022 Classification text-classification
Code Code Available Transformer-based Text Classification on Unified Bangla Multi-class Emotion Corpus Oct 12, 2022 Emotion Classification Sentiment Analysis
Code Code Available Rationale-Augmented Convolutional Neural Networks for Text Classification May 14, 2016 Classification General Classification
Code Code Available The geometry of integration in text classification RNNs Oct 28, 2020 Classification General Classification
Code Code Available SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Sep 10, 2024 Document Classification named-entity-recognition
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