Asymmetric Polynomial Loss For Multi-Label Classification Apr 10, 2023 Classification image-classification
Code Code Available kNN-Prompt: Nearest Neighbor Zero-Shot Inference May 27, 2022 Domain Adaptation Language Modelling
Code Code Available Neural RST-based Evaluation of Discourse Coherence Sep 30, 2020 Coherence Evaluation Discourse Parsing
Code Code Available A Text Classification-Based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes Sep 24, 2023 Language Modelling text-classification
Code Code Available Cartography Active Learning Sep 9, 2021 Active Learning text-classification
Code Code Available Noisy Channel Language Model Prompting for Few-Shot Text Classification Aug 9, 2021 Attribute Classification
Code Code Available A Survey on Text Classification: From Shallow to Deep Learning Aug 2, 2020 Classification Deep Learning
Code Code Available Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning Dec 31, 2020 Adversarial Robustness Data Augmentation
Code Code Available On Robust Prefix-Tuning for Text Classification Mar 19, 2022 Classification Language Modelling
Code Code Available AcTune: Uncertainty-aware Active Self-Training for Semi-Supervised Active Learning with Pretrained Language Models Dec 16, 2021 Active Learning Language Modeling
Code Code Available A Diagnostic Study of Explainability Techniques for Text Classification Sep 25, 2020 Classification Diagnostic
Code Code Available Optimizing Word Segmentation for Downstream Task Nov 1, 2020 Natural Language Inference Segmentation
Code Code Available AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available R&R: Metric-guided Adversarial Sentence Generation Apr 17, 2021 Adversarial Attack General Classification
Code Code Available ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification May 24, 2023 text-classification Text Classification
Code Code Available ParsBERT: Transformer-based Model for Persian Language Understanding May 26, 2020 model Named Entity Recognition
Code Code Available Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder Oct 6, 2020 Classification General Classification
Code Code Available Predicting Out-of-Distribution Error with the Projection Norm Feb 11, 2022 Pseudo Label text-classification
Code Code Available AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Nov 1, 2018 General Classification Multi-Label Text Classification
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 Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification Jul 5, 2020 Multi-Label Text Classification Text Classification
Code Code Available Pretrained Models for Multilingual Federated Learning Jun 6, 2022 Federated Learning Language Modeling
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 PromptBoosting: Black-Box Text Classification with Ten Forward Passes Dec 19, 2022 Classification Language Modelling
Code Code Available Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data Oct 22, 2020 Language Modeling Language Modelling
Code Code Available PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training May 23, 2023 Pseudo Label Sentiment Analysis
Code Code Available Building Efficient Universal Classifiers with Natural Language Inference Dec 29, 2023 Classification Natural Language Inference
Code Code Available Prompt Tuning on Graph-augmented Low-resource Text Classification Jul 15, 2023 Articles Classification
Code Code Available TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance Dec 21, 2023 Explainable Models Fault localization
Code Code Available PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition Oct 20, 2019 Emotion Recognition Sentence
Code Code Available Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why? Sep 28, 2023 Graph Learning Node Classification
Code Code Available Are We Really Making Much Progress in Text Classification? A Comparative Review Apr 8, 2022 Classification Decoder
Code Code Available A Neural Few-Shot Text Classification Reality Check Jan 28, 2021 Classification Few-Shot 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 RAFT: A Real-World Few-Shot Text Classification Benchmark Sep 28, 2021 Classification Few-Shot Learning
Code Code Available Rank over Class: The Untapped Potential of Ranking in Natural Language Processing Sep 10, 2020 Classification General Classification
Code Code Available ReadNet: A Hierarchical Transformer Framework for Web Article Readability Analysis Mar 6, 2021 Articles Sentence
Code Code Available Automated Essay Scoring Using Transformer Models Oct 13, 2021 Automated Essay Scoring BIG-bench Machine Learning
Code Code Available Relative Positional Encoding for Transformers with Linear Complexity May 18, 2021 Gaussian Processes Image Classification
Code Code Available Representation Learning of Entities and Documents from Knowledge Base Descriptions Jun 8, 2018 Entity Typing General Classification
Code Code Available Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing Dec 23, 2024 ArabicMMLU Dialect Identification
Code Code Available Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification Jun 25, 2024 Contrastive Learning few-shot-htc
Code Code Available Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function Sep 8, 2020 Classification General Classification
Code Code Available Revisiting Transformer-based Models for Long Document Classification Apr 14, 2022 Classification Document Classification
Code Code Available RoBERTa: A Robustly Optimized BERT Pretraining Approach Jul 26, 2019 Common Sense Reasoning Document Image Classification
Code Code Available BertGCN: Transductive Text Classification by Combining GCN and BERT May 12, 2021 Classification text-classification
Code Code Available Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization Oct 11, 2020 Network Pruning text-classification
Code Code Available RuMedBench: A Russian Medical Language Understanding Benchmark Jan 17, 2022 Medical Diagnosis named-entity-recognition
Code Code Available Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach Sep 15, 2022 Diversity Language Modeling
Code Code Available 