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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

To What Extent Do Natural Language Understanding Datasets Correlate to Logical Reasoning? A Method for Diagnosing Logical Reasoning. COLING 2022
Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022
CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction COLING 2022
Few Clean Instances Help Denoising Distant Supervision COLING 2022
Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection COLING 2022
Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022
Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022
CXR Data Annotation and Classification with Pre-trained Language Models COLING 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022
Noisy Label Regularisation for Textual Regression COLING 2022
A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions COLING 2022
Noise Learning for Text Classification: A Benchmark COLING 2022
WARM: A Weakly (+Semi) Supervised Math Word Problem Solver COLING 2022
Phrase-Level Localization of Inconsistency Errors in Summarization by Weak Supervision COLING 2022
Offensive Content Detection via Synthetic Code-Switched Text COLING 2022
Transferring Confluent Knowledge to Argument Mining COLING 2022
A Unified Representation and a Decoupled Deep Learning Architecture for Argumentation Mining of Students’ Persuasive Essays COLING 2022
Label distributions help implicit discourse relation classification COLING 2022
Improving Bridging Reference Resolution using Continuous Essentiality from Crowdsourcing COLING 2022
PatternRank: Jointly Ranking Patterns and Extractions for Relation Extraction Using Graph-Based Algorithms COLING 2022
Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications COLING 2022
MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022
SINAI@SMM4H’22: Transformers for biomedical social media text mining in Spanish COLING 2022
SMM4H 2022 Task 2: Dataset for stance and premise detection in tweets about health mandates related to COVID-19 COLING 2022