Browse State-of-the-Art › Binary Classification › Papers, page 18

Binary Classification

Papers archive 2025-07-28

archive papers tagged: 2,574 · with a code link: 710 · where Syntology ran a sample: 115 (100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (115 of 2,574 tagged: 100 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 18 of 26: papers 1,701 to 1,800 of 2,574, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Explainable Identification of Dementia from Transcripts using Transformer Networks
  14 Sep 2021 0 repositories listed
• Predicting Loss Risks for B2B Tendering Processes
  14 Sep 2021 0 repositories listed
• Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network
  12 Sep 2021 0 repositories listed
• On the Efficiency of Subclass Knowledge Distillation in Classification Tasks
  12 Sep 2021 0 repositories listed
• Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks
  7 Sep 2021 0 repositories listed
• Spatiotemporal Inconsistency Learning for DeepFake Video Detection
  4 Sep 2021 0 repositories listed
• Using Topological Framework for the Design of Activation Function and Model Pruning in Deep Neural Networks
  3 Sep 2021 0 repositories listed
• Automatic Transformation of Clinical Narratives into Structured Format
  1 Sep 2021 0 repositories listed
• Fiction in Russian Translation: A Translationese Study
  1 Sep 2021 0 repositories listed
• Overview of the GermEval 2021 Shared Task on the Identification of Toxic, Engaging, and Fact-Claiming Comments
  1 Sep 2021 0 repositories listed
• Siamese Networks for Inference in Malayalam Language Texts
  1 Sep 2021 0 repositories listed
• Quadratic mutual information regularization in real-time deep CNN models
  26 Aug 2021 0 repositories listed
• CGEMs: A Metric Model for Automatic Code Generation using GPT-3
  23 Aug 2021 0 repositories listed
• Abnormal Road Surface Detection Using Wheel Sensor Data
  20 Aug 2021 0 repositories listed
• Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error
  19 Aug 2021 0 repositories listed
• Weakly Supervised Classification Using Group-Level Labels
  16 Aug 2021 0 repositories listed
• Equity-Directed Bootstrapping: Examples and Analysis
  14 Aug 2021 0 repositories listed
• Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks
  14 Aug 2021 0 repositories listed
• Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages
  12 Aug 2021 0 repositories listed
• Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning
  12 Aug 2021 0 repositories listed
• Enterprise Analytics using Graph Database and Graph-based Deep Learning
  5 Aug 2021 0 repositories listed
• LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection
  5 Aug 2021 0 repositories listed
• sarcasm detection and quantification in arabic tweets
  3 Aug 2021 0 repositories listed
• Solving Fashion Recommendation -- The Farfetch Challenge
  3 Aug 2021 0 repositories listed
• SphereFace2: Binary Classification is All You Need for Deep Face Recognition
  3 Aug 2021 0 repositories listed
• CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense
  1 Aug 2021 0 repositories listed
• GHOST at SemEval-2021 Task 5: Is explanation all you need?
  1 Aug 2021 0 repositories listed
• Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense
  1 Aug 2021 0 repositories listed
• hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency
  1 Aug 2021 0 repositories listed
• JUST-BLUE at SemEval-2021 Task 1: Predicting Lexical Complexity using BERT and RoBERTa Pre-trained Language Models
  1 Aug 2021 0 repositories listed
• LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation
  1 Aug 2021 0 repositories listed
• Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes
  1 Aug 2021 0 repositories listed
• PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training
  1 Aug 2021 0 repositories listed
• Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection
  1 Aug 2021 0 repositories listed
• Team_KGP at SemEval-2021 Task 7: A Deep Neural System to Detect Humor and Offense with Their Ratings in the Text Data
  1 Aug 2021 0 repositories listed
• TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings
  1 Aug 2021 0 repositories listed
• What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts
  1 Aug 2021 0 repositories listed
• YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles
  1 Aug 2021 0 repositories listed
• Deep Networks Provably Classify Data on Curves
  29 Jul 2021 0 repositories listed
• Statistical Guarantees for Fairness Aware Plug-In Algorithms
  27 Jul 2021 0 repositories listed
• A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification
  24 Jul 2021 0 repositories listed
• Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?
  20 Jul 2021 0 repositories listed
• Fock State-enhanced Expressivity of Quantum Machine Learning Models
  12 Jul 2021 0 repositories listed
• E-PixelHop: An Enhanced PixelHop Method for Object Classification
  7 Jul 2021 0 repositories listed
• Adaptive calibration for binary classification
  4 Jul 2021 0 repositories listed
• Fair Decision Rules for Binary Classification
  3 Jul 2021 0 repositories listed
• What Makes a Concept Complex? Measuring Conceptual Complexity as a Precursor for Text Simplification
  1 Jul 2021 0 repositories listed
• A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold
  25 Jun 2021 0 repositories listed
• Self-training Converts Weak Learners to Strong Learners in Mixture Models
  25 Jun 2021 0 repositories listed
• Alternative Microfoundations for Strategic Classification
  24 Jun 2021 0 repositories listed
• Detection of Deepfake Videos Using Long Distance Attention
  24 Jun 2021 0 repositories listed
• A Turing Test for Transparency
  21 Jun 2021 0 repositories listed
• Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation
  21 Jun 2021 0 repositories listed
• Corruption Robust Active Learning
  21 Jun 2021 0 repositories listed
• RaScaNet: Learning Tiny Models by Raster-Scanning Images
  19 Jun 2021 0 repositories listed
• Automatic Main Character Recognition for Photographic Studies
  16 Jun 2021 0 repositories listed
• Binary classification with corrupted labels
  16 Jun 2021 0 repositories listed
• Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit
  14 Jun 2021 0 repositories listed
• A comprehensive solution to retrieval-based chatbot construction
  11 Jun 2021 0 repositories listed
• Anomalous Sound Detection Using a Binary Classification Model and Class Centroids
  11 Jun 2021 0 repositories listed
• Classification algorithms applied to structure formation simulations
  11 Jun 2021 0 repositories listed
• Collaborative Multidisciplinary Design Optimization with Neural Networks
  11 Jun 2021 0 repositories listed
• Early-stopped neural networks are consistent
  10 Jun 2021 0 repositories listed
• Linear Classifiers Under Infinite Imbalance
  10 Jun 2021 0 repositories listed
• Automatic Sexism Detection with Multilingual Transformer Models
  9 Jun 2021 0 repositories listed
• Probing transfer learning with a model of synthetic correlated datasets
  9 Jun 2021 0 repositories listed
• Adaptive transfer learning
  8 Jun 2021 0 repositories listed
• Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language
  8 Jun 2021 0 repositories listed
• The Randomness of Input Data Spaces is an A Priori Predictor for Generalization
  8 Jun 2021 0 repositories listed
• Deep Learning Based Analysis of Prostate Cancer from MP-MRI
  2 Jun 2021 0 repositories listed
• From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability
  2 Jun 2021 0 repositories listed
• Classification of Censored Tweets in Chinese Language using XLNet
  1 Jun 2021 0 repositories listed
• Identifying professions & occupations in Health-related Social Media using Natural Language Processing
  1 Jun 2021 0 repositories listed
• IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets
  1 Jun 2021 0 repositories listed
• Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification
  1 Jun 2021 0 repositories listed
• Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021
  1 Jun 2021 0 repositories listed
• Algorithmic Insurance
  1 Jun 2021 0 repositories listed
• UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts
  1 Jun 2021 0 repositories listed
• OASIS: An Active Framework for Set Inversion
  31 May 2021 0 repositories listed
• Training ELECTRA Augmented with Multi-word Selection
  31 May 2021 0 repositories listed
• Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing
  28 May 2021 0 repositories listed
• Towards optimally abstaining from prediction with OOD test examples
  28 May 2021 0 repositories listed
• Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
  25 May 2021 0 repositories listed
• A Study imbalance handling by various data sampling methods in binary classification
  23 May 2021 0 repositories listed
• Properties of the After Kernel
  21 May 2021 0 repositories listed
• Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions
  21 May 2021 0 repositories listed
• Evaluating the Correctness of Explainable AI Algorithms for Classification
  20 May 2021 0 repositories listed
• Comparison of machine learning and deep learning techniques in promoter prediction across diverse species
  17 May 2021 0 repositories listed
• RAIDER: Reinforcement-aided Spear Phishing Detector
  17 May 2021 0 repositories listed
• Synthesising Multi-Modal Minority Samples for Tabular Data
  17 May 2021 0 repositories listed
• A Large Visual, Qualitative and Quantitative Dataset of Web Pages
  15 May 2021 0 repositories listed
• DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing
  14 May 2021 0 repositories listed
• Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application
  14 May 2021 0 repositories listed
• Improved Algorithms for Agnostic Pool-based Active Classification
  13 May 2021 0 repositories listed
• Click-Through Rate Prediction Using Graph Neural Networks and Online Learning
  9 May 2021 0 repositories listed
• Semantics in Multi-objective Genetic Programming
  6 May 2021 0 repositories listed
• Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation
  5 May 2021 0 repositories listed
• Scalar Adjective Identification and Multilingual Ranking
  3 May 2021 0 repositories listed
• Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks
  1 May 2021 0 repositories listed
• Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information
  28 Apr 2021 0 repositories listed