Earthquake Impact Analysis Based on Text Mining and Social Media Analytics Dec 12, 2022 Decision Making Management
— Unverified Domain Adaptation of Transformer-Based Models using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback Dec 12, 2022 Classification Domain Adaptation
— Unverified FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Dec 11, 2022 Classification text-classification
Code Code Available Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification Dec 10, 2022 text-classification Text Classification
— Unverified A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks Dec 10, 2022 Knowledge Graphs Language Modeling
— Unverified Moto: Enhancing Embedding with Multiple Joint Factors for Chinese Text Classification Dec 9, 2022 text-classification Text Classification
— Unverified DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning Calls Dec 8, 2022 Cultural Vocal Bursts Intensity Prediction Language Modelling
Code Code Available Memorization of Named Entities in Fine-tuned BERT Models Dec 7, 2022 Memorization Privacy Preserving
Code Code Available G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Dec 7, 2022 General Knowledge Language Modeling
Code Code Available Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Dec 5, 2022 Few-Shot Learning Few-Shot Text Classification
— Unverified MiLMo:Minority Multilingual Pre-trained Language Model Dec 4, 2022 Classification Language Modeling
— Unverified Harnessing label semantics to extract higher performance under noisy label for Company to Industry matching Dec 3, 2022 AI Agent Multi Label Text Classification
— Unverified Meta Learning for Few-Shot Medical Text Classification Dec 3, 2022 Classification Meta-Learning
— Unverified CultureBERT: Measuring Corporate Culture With Transformer-Based Language Models Dec 1, 2022 Classification Cultural Vocal Bursts Intensity Prediction
Code Code Available An Effective Deployment of Contrastive Learning in Multi-label Text Classification Dec 1, 2022 Classification Contrastive Learning
— Unverified Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers Dec 1, 2022 Sentiment Analysis Sentiment Classification
— Unverified Task-Specific Embeddings for Ante-Hoc Explainable Text Classification Nov 30, 2022 Classification Incremental Learning
— Unverified Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations Nov 30, 2022 Anomaly Detection Image Classification
Code Code Available Using Text Classification with a Bayesian Correction for Estimating Overreporting in the Creditor Reporting System on Climate Adaptation Finance Nov 30, 2022 text-classification Text Classification
— Unverified Learning Label Modular Prompts for Text Classification in the Wild Nov 30, 2022 text-classification Text Classification
Code Code Available Compressing Cross-Lingual Multi-Task Models at Qualtrics Nov 29, 2022 Management Model Compression
— Unverified Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models Nov 28, 2022 Language Modeling Language Modelling
Code Code Available Low-resource Personal Attribute Prediction from Conversation Nov 28, 2022 Attribute Prediction
— Unverified Understanding BLOOM: An empirical study on diverse NLP tasks Nov 27, 2022 Decoder Few-Shot Text Classification
— Unverified Comparison Study Between Token Classification and Sequence Classification In Text Classification Nov 25, 2022 Classification Language Modeling
— Unverified Word-Level Representation From Bytes For Language Modeling Nov 23, 2022 Cross-Lingual Transfer image-classification
— Unverified Embedding Compression for Text Classification Using Dictionary Screening Nov 23, 2022 Classification text-classification
— Unverified Time-Aware Datasets are Adaptive Knowledgebases for the New Normal Nov 22, 2022 Misinformation text-classification
— Unverified L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages Nov 21, 2022 named-entity-recognition Named Entity Recognition
— Unverified L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi Nov 21, 2022 Benchmarking Machine Translation
— Unverified Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness Nov 20, 2022 counterfactual Data Augmentation
Code Code Available An Algorithm for Routing Vectors in Sequences Nov 20, 2022 Image Classification Sentiment Analysis
— Unverified Artificial Interrogation for Attributing Language Models Nov 20, 2022 Machine Translation Multi Class Text Classification
Code Code Available Feature Weaken: Vicinal Data Augmentation for Classification Nov 20, 2022 Classification Data Augmentation
— Unverified Pairwise Instance Relation Augmentation for Long-tailed Multi-label Text Classification Nov 19, 2022 Diversity Multi Label Text Classification
— Unverified Entity-Assisted Language Models for Identifying Check-worthy Sentences Nov 19, 2022 Entity Embeddings Sentence
— Unverified 3d human motion generation from the text via gesture action classification and the autoregressive model Nov 18, 2022 Action Classification Action Recognition
— Unverified ProtSi: Prototypical Siamese Network with Data Augmentation for Few-Shot Subjective Answer Evaluation Nov 17, 2022 Contrastive Learning Data Augmentation
Code Code Available Deep Emotion Recognition in Textual Conversations: A Survey Nov 16, 2022 Benchmarking Emotion Recognition
Code Code Available Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering Nov 16, 2022 Clustering Few-Shot Text Classification
— Unverified An Efficient Active Learning Pipeline for Legal Text Classification Nov 15, 2022 Active Learning Classification
— Unverified Classifying text using machine learning models and determining conversation drift Nov 15, 2022 Classification Descriptive
— Unverified Empirical Study on Optimizer Selection for Out-of-Distribution Generalization Nov 15, 2022 Out-of-Distribution Generalization text-classification
Code Code Available VCI-LSTM: Vector Choquet Integral-based Long Short-Term Memory Nov 14, 2022 image-classification Image Classification
— Unverified Using Persuasive Writing Strategies to Explain and Detect Health Misinformation Nov 11, 2022 Fake News Detection Language Modelling
Code Code Available Towards Human-Centred Explainability Benchmarks For Text Classification Nov 10, 2022 Classification Misinformation
— Unverified Understanding Text Classification Data and Models Using Aggregated Input Salience Nov 10, 2022 text-classification Text Classification
— Unverified NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Nov 8, 2022 Natural Language Understanding text-classification
— Unverified Hyperbolic Centroid Calculations for Text Classification Nov 8, 2022 Classification text-classification
— Unverified MWO2KG and Echidna: Constructing and exploring knowledge graphs from maintenance data Nov 5, 2022 Knowledge Graphs Named Entity Recognition (NER)
Code Code Available 