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Papers
UAntwerp at SemEval-2021 Task 5: Spans are Spans, stacking a binary word level approach to toxic span detection
SemEval 2021
Unintended Selection: Persistent Qualification Rate Disparities and Interventions
NeurIPS 2021
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter
SemEval 2021
What Changed? Interpretable Model Comparison
IJCAI 2021
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts
ACL 2021
When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks?
JMLR 2021
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context
EACL 2021
Adversarial Risk via Optimal Transport and Optimal Couplings
ICML 2020
A Fair Classifier Using Kernel Density Estimation
NeurIPS 2020
A Machine Learning Approach to Identify Houses with High Lead Tap Water Concentrations
AAAI 2020
An Audio-Based Wakeword-Independent Verification System
Interspeech 2020
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
NeurIPS 2020
Associating Natural Language Comment and Source Code Entities
AAAI 2020
Attribute Noise Robust Binary Classification (Student Abstract)
AAAI 2020
Beyond Possession Existence: Duration and Co-Possession
ACL 2020
Bi3D: Stereo Depth Estimation via Binary Classifications
CVPR 2020
Binary Classification from Positive Data with Skewed Confidence
IJCAI 2020
CAM: Uninteresting Speech Detector
Interspeech 2020
Chinese Grammatical Error Detection Based on BERT Model
AACL 2020
CYUT Team Chinese Grammatical Error Diagnosis System Report in NLPTEA-2020 CGED Shared Task
AACL 2020
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks
EMNLP 2020
Determining Event Outcomes: The Case of #fail
EMNLP 2020
Developing a New Classifier for Automated Identification of Incivility in Social Media
EMNLP 2020
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth
ICLR 2020
Distribution-free binary classification: prediction sets, confidence intervals and calibration
NeurIPS 2020