Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations Nov 30, 2022 Anomaly Detection Image Classification
Code Code Available Evaluating Explanations: How much do explanations from the teacher aid students? Dec 1, 2020 Question Answering text-classification
Code Code Available Confidence-Aware Calibration and Scoring Functions for Curriculum Learning Jan 29, 2023 text-classification Text Classification
Code Code Available Particle Filter Recurrent Neural Networks May 30, 2019 General Classification Prediction
Code Code Available Authorship Verification based on Compression-Models Jun 1, 2017 Authorship Verification Text Classification
Code Code Available Evaluating Discourse in Structured Text Representations Jun 4, 2019 text-classification Text Classification
Code Code Available ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Dec 31, 2020 Language Modeling Language Modelling
Code Code Available Episodic Memory in Lifelong Language Learning Jun 3, 2019 Continual Learning General Classification
Code Code Available Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction Dec 18, 2023 Entity Embeddings Language Modeling
Code Code Available PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation Aug 17, 2022 Data Augmentation Dialogue Generation
Code Code Available Ensembling Finetuned Language Models for Text Classification Oct 25, 2024 Classification text-classification
Code Code Available PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification Jun 1, 2016 Classification General Classification
Code Code Available PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure Apr 21, 2024 Attribute feature selection
Code Code Available Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation Jun 17, 2024 Active Learning Sentiment Analysis
Code Code Available A Two-Stage Decoder for Efficient ICD Coding May 27, 2023 Classification Decoder
Code Code Available Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Sep 6, 2021 Entity Embeddings Knowledge Graphs
Code Code Available Towards More Accurate Uncertainty Estimation In Text Classification Nov 1, 2020 Classification General Classification
Code Code Available Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning Oct 17, 2024 Contrastive Learning Multi-Label Classification
Code Code Available Towards One-Shot Learning for Text Classification using Inductive Logic Programming Aug 30, 2023 Classification Common Sense Reasoning
Code Code Available Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification Nov 1, 2019 Active Learning General Classification
Code Code Available BERT Embeddings for Automatic Readability Assessment Jun 15, 2021 Text Classification
Code Code Available AttViz: Online exploration of self-attention for transparent neural language modeling May 12, 2020 Language Modeling Language Modelling
Code Code Available Text classification with word embedding regularization and soft similarity measure Mar 10, 2020 Classification Document Classification
Code Code Available Enhancing Identification of Structure Function of Academic Articles Using Contextual Information Nov 28, 2021 Articles Deep Learning
Code Code Available At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews Jun 1, 2022 Classification Privacy Preserving
Code Code Available Downstream Trade-offs of a Family of Text Watermarks Nov 16, 2023 Form Language Modelling
Code Code Available Enhancing biomedical word embeddings by retrofitting to verb clusters Aug 1, 2019 Event Extraction Relation
Code Code Available Word Grounded Graph Convolutional Network May 10, 2023 text-classification Text Classification
Code Code Available Attentively Embracing Noise for Robust Latent Representation in BERT Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A Transformer-based Autoregressive Decoder Architecture for Hierarchical Text Classification Jan 23, 2025 Decoder text-classification
Code Code Available End-to-End Text Classification via Image-based Embedding using Character-level Networks Oct 8, 2018 Document Classification General Classification
Code Code Available Conditional Supervised Contrastive Learning for Fair Text Classification May 23, 2022 Classification Contrastive Learning
Code Code Available Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification May 24, 2019 General Classification Multi Label Text Classification
Code Code Available Encoding word order in complex embeddings Dec 27, 2019 Language Modeling Language Modelling
Code Code Available Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Nov 15, 2022 Out-of-Distribution Generalization text-classification
Code Code Available Outlier Exposure with Confidence Control for Out-of-Distribution Detection Jun 8, 2019 Anomaly Detection Classification
Code Code Available TextCNN with Attention for Text Classification Aug 4, 2021 Classification Network Embedding
Code Code Available The Explanation Game: Towards Prediction Explainability through Sparse Communication Apr 28, 2020 feature selection Machine Translation
Code Code Available ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese Sep 6, 2023 Language Modelling text-classification
Code Code Available A Deep Relevance Model for Zero-Shot Document Filtering Jul 1, 2018 Sentiment Analysis Text Classification
Code Code Available PixelLink: Detecting Scene Text via Instance Segmentation Jan 4, 2018 Instance Segmentation regression
Code Code Available A Library Perspective on Supervised Text Processing in Digital Libraries: An Investigation in the Biomedical Domain Nov 6, 2024 Knowledge Graphs Relation Extraction
Code Code Available Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective Nov 1, 2024 counterfactual Counterfactual Reasoning
Code Code Available An Evaluation Framework for Mapping News Headlines to Event Classes in a Knowledge Graph Dec 4, 2023 Entity Linking Natural Language Inference
Code Code Available Empirical Study of Text Augmentation on Social Media Text in Vietnamese Sep 25, 2020 Data Augmentation General Classification
Code Code Available InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Sep 13, 2021 Product Recommendation text-classification
Code Code Available Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness Jun 6, 2024 Diversity text-classification
Code Code Available A thorough benchmark of automatic text classification: From traditional approaches to large language models Apr 2, 2025 Sentiment Analysis text-classification
Code Code Available Label-Specific Document Representation for Multi-Label Text Classification Nov 1, 2019 Classification General Classification
Code Code Available Conditional BERT Contextual Augmentation Dec 17, 2018 Data Augmentation Language Modeling
Code Code Available 