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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

DISTANT: Distantly Supervised Entity Span Detection and Classification ACL 2023
Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023
University at Buffalo at SemEval-2023 Task 11: MASDA–Modelling Annotator Sensibilities through DisAggregation ACL 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
A Study on Annotation Interfaces for Summary Comparison ACL 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning ACL 2023
Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data ACL 2023
Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023
Denoising Enhanced Distantly Supervised Ultrafine Entity Typing ACL 2023
Enhancing Document-level Event Argument Extraction with Contextual Clues and Role Relevance ACL 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023
Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023
Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users ACL 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023
Weakly Supervised Vision-and-Language Pre-training with Relative Representations ACL 2023
A Weakly-Supervised Learning Approach to the Identification of “Alternative Lexicalizations” in Shallow Discourse Parsing ACL 2023
Ideology Prediction from Scarce and Biased Supervision: Learn to Disregard the “What” and Focus on the “How”! ACL 2023
THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval ACL 2023
SemEval-2023 Task 11: Learning with Disagreements (LeWiDi) ACL 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023
Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering EMNLP 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets EMNLP 2023