Curriculum Discovery through an Encompassing Curriculum Learning Framework Sep 29, 2021 Natural Language Inference text-classification
— Unverified Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank Sep 29, 2021 Classification image-classification
— Unverified Resolving label uncertainty with implicit generative models Sep 29, 2021 Common Sense Reasoning Segmentation
— Unverified Modeling label correlations implicitly through latent label encodings for multi-label text classification Sep 29, 2021 Inductive Bias Multi Label Text Classification
— Unverified Which Design Decisions in AI-enabled Mobile Applications Contribute to Greener AI? Sep 28, 2021 image-classification Image Classification
— Unverified RAFT: A Real-World Few-Shot Text Classification Benchmark Sep 28, 2021 Classification Few-Shot Learning
Code Code Available Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets Sep 27, 2021 Emotion Recognition Sentiment Analysis
— Unverified Small data problems in political research: a critical replication study Sep 27, 2021 text-classification Text Classification
— Unverified Challenging the Semi-Supervised VAE Framework for Text Classification Sep 27, 2021 Classification text-classification
Code Code Available Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic Features Sep 25, 2021 Text Classification
Code Code Available Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming Sep 23, 2021 text-classification Text Classification
Code Code Available Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Sep 22, 2021 Classification text-classification
— Unverified BFClass: A Backdoor-free Text Classification Framework Sep 22, 2021 Backdoor Attack Classification
— Unverified K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering Sep 22, 2021 CPU Knowledge Distillation
— Unverified Towards Overcoming Practical Obstacles to Deploying Deep Active Learning Sep 17, 2021 Active Learning text-classification
— Unverified Meta-Learning with Sparse Experience Replay for Lifelong Language Learning Sep 17, 2021 Lifelong learning Meta-Learning
— Unverified Generalized Funnelling: Ensemble Learning and Heterogeneous Document Embeddings for Cross-Lingual Text Classification Sep 17, 2021 Ensemble Learning Multilabel Text Classification
Code Code Available Hierarchy-Aware T5 with Path-Adaptive Mask Mechanism for Hierarchical Text Classification Sep 17, 2021 text-classification Text Classification
— Unverified Adversarial Scrubbing of Demographic Information for Text Classification Sep 17, 2021 Classification text-classification
Code Code Available Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup Sep 15, 2021 text-classification Text Classification
Code Code Available The Unreasonable Effectiveness of the Baseline: Discussing SVMs in Legal Text Classification Sep 15, 2021 Natural Language Understanding text-classification
— Unverified BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification Sep 15, 2021 Data Augmentation text-classification
— Unverified Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder Sep 14, 2021 Adversarial Attack Contrastive Learning
— Unverified Semantic Answer Type Prediction using BERT: IAI at the ISWC SMART Task 2020 Sep 14, 2021 Retrieval text-classification
— Unverified InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Sep 13, 2021 Product Recommendation text-classification
Code Code Available Traffic Event Detection as a Slot Filling Problem Sep 13, 2021 Event Detection slot-filling
— Unverified Byzantine-robust Federated Learning through Collaborative Malicious Gradient Filtering Sep 13, 2021 Federated Learning Model Poisoning
Code Code Available FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks Sep 12, 2021 Semi-Supervised Text Classification Text Classification
Code Code Available Good-Enough Example Extrapolation Sep 12, 2021 Data Augmentation Inductive Bias
— Unverified Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification Sep 12, 2021 All Classification
Code Code Available PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Sep 11, 2021 Decoder Event Argument Extraction
— Unverified Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution Sep 10, 2021 Document Classification Multi-Label Text Classification
Code Code Available Knowledge-Aware Meta-learning for Low-Resource Text Classification Sep 10, 2021 Classification Meta-Learning
Code Code Available CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification Sep 10, 2021 Multi Label Text Classification Multi-Label Text Classification
Code Code Available A Strong Baseline for Query Efficient Attacks in a Black Box Setting Sep 10, 2021 text-classification Text Classification
Code Code Available Active learning for reducing labeling effort in text classification tasks Sep 10, 2021 Active Learning text-classification
Code Code Available EfficientCLIP: Efficient Cross-Modal Pre-training by Ensemble Confident Learning and Language Modeling Sep 10, 2021 Cross-Modal Retrieval Language Modeling
— Unverified Dual-State Capsule Networks for Text Classification Sep 10, 2021 Classification Language Modeling
— Unverified Beyond the Tip of the Iceberg: Assessing Coherence of Text Classifiers Sep 10, 2021 text-classification Text Classification
Code Code Available Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Sep 9, 2021 Cross-Lingual Transfer Graph Neural Network
Code Code Available Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Sep 9, 2021 Sentiment Analysis Sentiment Classification
Code Code Available Cartography Active Learning Sep 9, 2021 Active Learning text-classification
Code Code Available Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach Sep 9, 2021 Sentence Sentence Embeddings
— Unverified Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP Sep 8, 2021 text-classification Text Classification
Code Code Available Automated Robustness with Adversarial Training as a Post-Processing Step Sep 6, 2021 Classification Deep Learning
— Unverified Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Sep 6, 2021 Entity Embeddings Knowledge Graphs
Code Code Available ALLWAS: Active Learning on Language models in WASserstein space Sep 3, 2021 Active Learning text-classification
— Unverified CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training Sep 2, 2021 Language Modeling Language Modelling
— Unverified Text Classification for Predicting Multi-level Product Categories Sep 2, 2021 Classification text-classification
— Unverified 