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 5 FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Apr 18, 2021 Benchmarking Federated Learning
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 Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification Dec 8, 2023 Classification Few-Shot Text Classification
Code Code Available 5 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning Jan 16, 2025 Contrastive Learning Graph Learning
Code Code Available 5 InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Sep 13, 2021 Product Recommendation text-classification
Code Code Available 5 Human-grounded Evaluations of Explanation Methods for Text Classification Aug 29, 2019 Classification General Classification
Code Code Available 5 A New Method of Region Embedding for Text Classification Jan 1, 2018 Classification General Classification
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 BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification Jun 1, 2022 Classification text-classification
Code Code Available 5 FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available 5 Fair Text Classification with Wasserstein Independence Nov 21, 2023 Attribute Classification
Code Code Available 5 Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Mar 23, 2022 text-classification 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 Identifying Unclear Questions in Community Question Answering Websites Jan 18, 2019 Community Question Answering General Classification
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 BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification Nov 27, 2023 Classification Genre classification
Code Code Available 5 Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks Oct 14, 2024 All Few-Shot Text Classification
Code Code Available 5 Breaking Free Transformer Models: Task-specific Context Attribution Promises Improved Generalizability Without Fine-tuning Pre-trained LLMs Jan 30, 2024 Sentiment Analysis Sentiment Classification
Code Code Available 5 Empirical Study of Text Augmentation on Social Media Text in Vietnamese Sep 25, 2020 Data Augmentation General Classification
Code Code Available 5 Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Nov 15, 2022 Out-of-Distribution Generalization text-classification
Code Code Available 5 Improving Hate Speech Detection with Deep Learning Ensembles May 1, 2018 Deep Learning Hate Speech Detection
Code Code Available 5 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 5 Exposing the Limits of Video-Text Models through Contrast Sets Jul 1, 2022 Language Modeling Language Modelling
Code Code Available 5 Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available 5 Encoding word order in complex embeddings Dec 27, 2019 Language Modeling Language Modelling
Code Code Available 5 BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives Jan 10, 2022 Sentiment Analysis text-classification
Code Code Available 5 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training Apr 17, 2021 Cross-Lingual Transfer Sentence
Code Code Available 5 Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales Apr 3, 2024 Contrastive Learning Hate Speech Detection
Code Code Available 5 Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings Jul 1, 2018 General Classification Information Retrieval
Code Code Available 5 Diverse Few-Shot Text Classification with Multiple Metrics May 19, 2018 Classification Few-Shot Learning
Code Code Available 5 Robust Text Classifier on Test-Time Budgets Aug 24, 2018 General Classification text-classification
Code Code Available 5 Distribution Matching for Rationalization Jun 1, 2021 Classification text-classification
Code Code Available 5 Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers May 11, 2022 Classification text-classification
Code Code Available 5 Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Aug 5, 2024 image-classification Image Classification
Code Code Available 5 Enhancing biomedical word embeddings by retrofitting to verb clusters Aug 1, 2019 Event Extraction Relation
Code Code Available 5 Exploring the Vulnerability of Natural Language Processing Models via Universal Adversarial Texts Dec 1, 2021 Adversarial Attack text-classification
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 Enhancing Identification of Structure Function of Academic Articles Using Contextual Information Nov 28, 2021 Articles Deep Learning
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 Adversarial Scrubbing of Demographic Information for Text Classification Sep 17, 2021 Classification text-classification
Code Code Available 5 BERT-Based Sentiment Analysis: A Software Engineering Perspective Jun 4, 2021 Recommendation Systems Sentiment Analysis
Code Code Available 5 Distributed Representations of Sentences and Documents May 16, 2014 Question Answering Sentiment Analysis
Code Code Available 5 Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Nov 15, 2023 counterfactual In-Context Learning
Code Code Available 5 Exploring Multilingual Text Data Distillation Aug 9, 2023 Dataset Distillation Fairness
Code Code Available 5 Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Mar 29, 2019 Classification Data Augmentation
Code Code Available 5 Distinguishing between Dementia with Lewy bodies (DLB) and Alzheimer’s Disease (AD) using Mental Health Records: a Classification Approach Nov 1, 2020 text-classification Text Classification
Code Code Available 5 Interactive Refinement of Cross-Lingual Word Embeddings Nov 8, 2019 Active Learning Cross-Lingual Word Embeddings
Code Code Available 5 Distinguishability Calibration to In-Context Learning Feb 13, 2023 In-Context Learning Language Modelling
Code Code Available 5 Distilling ChatGPT for Explainable Automated Student Answer Assessment May 22, 2023 Language Modeling Language Modelling
Code Code Available 5 