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Code Code Available Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
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Code Code Available A Japanese Masked Language Model for Academic Domain Oct 1, 2022 Articles Language Modeling
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Code Code Available 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 Learning Label Modular Prompts for Text Classification in the Wild Nov 30, 2022 text-classification Text Classification
Code Code Available Ask Me Anything: Dynamic Memory Networks for Natural Language Processing Jun 24, 2015 General Classification Part-Of-Speech Tagging
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Code Code Available Learning Neural Networks on SVD Boosted Latent Spaces for Semantic Classification Jan 3, 2021 General Classification Sentiment Analysis
Code Code Available Combining Autoregressive and Autoencoder Language Models for Text Classification Nov 20, 2024 Classification text-classification
Code Code Available An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Feb 27, 2019 General Classification Language Modeling
Code Code Available Tracking Legislators’ Expressed Policy Agendas in Real Time Jan 18, 2022 Political Salient Issue Orientation Detection Text Classification
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Code Code Available Profiling the news spreading barriers using news headlines Apr 7, 2023 text-classification Text Classification
Code Code Available BITE: Textual Backdoor Attacks with Iterative Trigger Injection May 25, 2022 Backdoor Attack Hate Speech Detection
Code Code Available Learning Representations for Soft Skill Matching Jul 20, 2018 Binary text classification text-classification
Code Code Available A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available Cognitive-Mental-LLM: Evaluating Reasoning in Large Language Models for Mental Health Prediction via Online Text Mar 13, 2025 Specificity text-classification
Code Code Available SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention Mar 21, 2024 GPU Graph Attention
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Code Code Available 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 Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification Sep 6, 2019 Blocking General Classification
Code Code Available 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 Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Nov 10, 2019 Diversity Entity Typing
Code Code Available A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification Apr 26, 2025 Sentiment Analysis text-classification
Code Code Available Progressive Sentiment Analysis for Code-Switched Text Data Oct 25, 2022 Cross-Lingual Transfer named-entity-recognition
Code Code Available Unsupervised Cross-lingual Transfer of Word Embedding Spaces Sep 10, 2018 Bilingual Lexicon Induction Cross-Lingual Transfer
Code Code Available Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features Jan 10, 2024 Classification Code Classification
Code Code Available Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming Sep 23, 2021 text-classification Text Classification
Code Code Available Learning to Weight for Text Classification Mar 28, 2019 Classification General Classification
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