conftrace_
← Learning Types
Machine Learning › Learning Types ›

Semi-Supervised Learning

2,986 papers

Papers per year

Papers

PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022
Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022
Summarizing Procedural Text: Data and Approach EMNLP 2022
Exploiting Labeled and Unlabeled Data via Transformer Fine-tuning for Peer-Review Score Prediction EMNLP 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022
Semi-Supervised Lifelong Language Learning EMNLP 2022
COMET-QE and Active Learning for Low-Resource Machine Translation EMNLP 2022
Leveraging Training Dynamics and Self-Training for Text Classification EMNLP 2022
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization EMNLP 2022
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition EMNLP 2022
Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022
SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training EMNLP 2022
Semi-supervised New Slot Discovery with Incremental Clustering EMNLP 2022
Where’s the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit EMNLP 2022
1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data EMNLP 2022
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation EMNLP 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT EMNLP 2022
Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022
CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task EMNLP 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022
Near-optimal rate of consistency for linear models with missing values ICML 2022
Efficient Learning of CNNs using Patch Based Features ICML 2022