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Weakly Supervised Learning

3,905 papers

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Papers

Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024
When No-Rejection Learning is Consistent for Regression with Rejection AISTATS 2024
Fast and Adversarial Robust Kernelized SDU Learning AISTATS 2024
Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024
Learning Safety Constraints from Demonstrations with Unknown Rewards AISTATS 2024
FairRR: Pre-Processing for Group Fairness through Randomized Response AISTATS 2024
A Corpus of Spontaneous L2 English Speech for Real-situation Speaking Assessment COLING 2024
A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning COLING 2024
A Matter of Perspective: Building a Multi-Perspective Annotated Dataset for the Study of Literary Quality COLING 2024
Automatic Construction of a Chinese Review Dataset for Aspect Sentiment Triplet Extraction via Iterative Weak Supervision COLING 2024
Charting the Linguistic Landscape of Developing Writers: An Annotation Scheme for Enhancing Native Language Proficiency COLING 2024
Dealing with Data Scarcity in Spoken Question Answering COLING 2024
Denoising Table-Text Retrieval for Open-Domain Question Answering COLING 2024
Enhancing Distantly Supervised Named Entity Recognition with Strong Label Guided Lottery Training COLING 2024
FUSE - FrUstration and Surprise Expressions: A Subtle Emotional Multimodal Language Corpus COLING 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language COLING 2024
How to Do Politics with Words: Investigating Speech Acts in Parliamentary Debates COLING 2024
How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding COLING 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024
Leveraging Information Redundancy of Real-World Data through Distant Supervision COLING 2024
LexComSpaL2: A Lexical Complexity Corpus for Spanish as a Foreign Language COLING 2024
LLMSegm: Surface-level Morphological Segmentation Using Large Language Model COLING 2024
Majority Rules Guided Aspect-Category Based Sentiment Analysis via Label Prior Knowledge COLING 2024
Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection COLING 2024
OOVs in the Spotlight: How to Inflect Them? COLING 2024