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binary classification

674 papers

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BCQ

Co-occurring keywords

text classification (6776) support vector machine (976) large language model (12755) ensemble learning (1271) transformer model (1988) transfer learning (5442) natural language processing (2027) multi-label classification (1004) active learning (1295) pre-trained language model (1514)

Papers

Cost-Sensitive Learning with Noisy Labels JMLR 2018
Step or Not: Discriminator for The Real Instructions in User-generated Recipes EMNLP 2018
Estimating Learnability in the Sublinear Data Regime NIPS 2018
Adding One Neuron Can Eliminate All Bad Local Minima NIPS 2018
Binary Classification from Positive-Confidence Data NIPS 2018
SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features SEMEVAL 2018
Active Learning with Logged Data ICML 2018
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics ICML 2018
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors SEMEVAL 2018
Interactive Algorithms: Pool, Stream and Precognitive Stream JMLR 2018
Exponential Convergence of Testing Error for Stochastic Gradient Methods COLT 2018
NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge SEMEVAL 2018
TakeLab at SemEval-2017 Task 4: Recent Deaths and the Power of Nostalgia in Sentiment Analysis in Twitter SEMEVAL 2017
Calibration Approaches for Language Detection INTERSPEECH 2017
A Unified Formulation and Fast Accelerated Proximal Gradient Method for Classification JMLR 2017
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification NIPS 2017
Logarithmic Time One-Against-Some ICML 2017
Consistency Analysis for Binary Classification Revisited ICML 2017
ResNet and Model Fusion for Automatic Spoofing Detection INTERSPEECH 2017
An analysis of eye-movements during reading for the detection of mild cognitive impairment EMNLP 2017
SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets SEMEVAL 2017
Multi-Class Optimal Margin Distribution Machine ICML 2017
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting AISTATS 2017
Binary Linear Compression for Multi-label Classification IJCAI 2017
Emotional Features for Speech Overlaps Classification INTERSPEECH 2017