Text Classification via Large Language Models May 15, 2023 Classification Diagnostic
Code Code Available An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text May 9, 2023 Classification Decoder
Code Code Available DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition May 6, 2023 Relation text-classification
Code Code Available White-Box Multi-Objective Adversarial Attack on Dialogue Generation May 5, 2023 Adversarial Attack Decision Making
Code Code Available FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems Apr 28, 2023 Classification Intrusion Detection
Code Code Available Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM Apr 24, 2023 Instruction Following Language Modelling
Code Code Available LaMP: When Large Language Models Meet Personalization Apr 22, 2023 Language Modeling Language Modelling
Code Code Available SikuGPT: A Generative Pre-trained Model for Intelligent Information Processing of Ancient Texts from the Perspective of Digital Humanities Apr 16, 2023 Cultural Vocal Bursts Intensity Prediction text-classification
Code Code Available Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available MGTBench: Benchmarking Machine-Generated Text Detection Mar 26, 2023 Benchmarking Question Answering
Code Code Available A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification Mar 6, 2023 Language Modeling Language Modelling
Code Code Available CARE: Collaborative AI-Assisted Reading Environment Feb 24, 2023 Question Answering text-classification
Code Code Available Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset Feb 19, 2023 Long-tail Learning open-set classification
Code Code Available Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Feb 17, 2023 Image Retrieval Image-text Classification
Code Code Available Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification Feb 17, 2023 Classification Contrastive Learning
Code Code Available DP-BART for Privatized Text Rewriting under Local Differential Privacy Feb 15, 2023 text-classification Text Classification
Code Code Available SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains Feb 14, 2023 Language Modeling Language Modelling
Code Code Available The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Feb 7, 2023 Language Modelling Multi Label Text Classification
Code Code Available Meta-Learning Siamese Network for Few-Shot Text Classification Feb 5, 2023 Classification Descriptive
Code Code Available Predicting Sentence-Level Factuality of News and Bias of Media Outlets Jan 27, 2023 Articles Fact Checking
Code Code Available Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning Jan 27, 2023 Few-Shot Learning GSM8K
Code Code Available SPEC5G: A Dataset for 5G Cellular Network Protocol Analysis Jan 22, 2023 text-classification Text Classification
Code Code Available Learning to Detect Noisy Labels Using Model-Based Features Dec 28, 2022 Meta-Learning speech-recognition
Code Code Available PromptBoosting: Black-Box Text Classification with Ten Forward Passes Dec 19, 2022 Classification Language Modelling
Code Code Available Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets Nov 30, 2022 Classification text-classification
Code Code Available Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Nov 29, 2022 Classification text-classification
Code Code Available Class Adaptive Network Calibration Nov 28, 2022 image-classification Image Classification
Code Code Available PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data Nov 24, 2022 Active Learning Incremental Learning
Code Code Available GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation Nov 18, 2022 Conditional Text Generation Data Augmentation
Code Code Available GLAMI-1M: A Multilingual Image-Text Fashion Dataset Nov 17, 2022 Classification Image Generation
Code Code Available AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Nov 7, 2022 Active Learning Language Modeling
Code Code Available Hierarchical Multi-Label Classification of Scientific Documents Nov 5, 2022 Classification Hierarchical Multi-label Classification
Code Code Available Extending Logic Explained Networks to Text Classification Nov 4, 2022 Classification Sensitivity
Code Code Available Zero-Shot Text Classification with Self-Training Oct 31, 2022 Classification Natural Language Inference
Code Code Available Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Oct 29, 2022 Clustering Sentence
Code Code Available OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification Oct 26, 2022 Multi Label Text Classification Multi-Label Text Classification
Code Code Available SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training Oct 23, 2022 Pseudo Label Semi-Supervised Text Classification
Code Code Available ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Oct 22, 2022 Data-free Knowledge Distillation Dataset Generation
Code Code Available Diffuser: Efficient Transformers with Multi-hop Attention Diffusion for Long Sequences Oct 21, 2022 Language Modeling Language Modelling
Code Code Available Efficiently Tuned Parameters are Task Embeddings Oct 21, 2022 Question Answering Text Classification
Code Code Available MBTI Personality Prediction for Fictional Characters Using Movie Scripts Oct 20, 2022 Prediction text-classification
Code Code Available A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss Oct 19, 2022 Text Classification
Code Code Available The Devil in Linear Transformer Oct 19, 2022 Language Modeling Language Modelling
Code Code Available iDNA-ABF: multi-scale deep biological language learning model for the interpretable prediction of DNA methylations Oct 17, 2022 Benchmarking Text Classification
Code Code Available Understanding the Failure of Batch Normalization for Transformers in NLP Oct 11, 2022 image-classification Image Classification
Code Code Available SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training Oct 10, 2022 text-classification Text Classification
Code Code Available Distillation-Resistant Watermarking for Model Protection in NLP Oct 7, 2022 model Named Entity Recognition
Code Code Available BootAug: Boosting Text Augmentation via Hybrid Instance Filtering Framework Oct 6, 2022 Classification Data Augmentation
Code Code Available A Simple Log-based Loss Function for Ordinal Text Classification Oct 1, 2022 Classification text-classification
Code Code Available WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Sep 27, 2022 Articles Contrastive Learning
Code Code Available 