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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Mashee at SemEval-2024 Task 8: The Impact of Samples Quality on the Performance of In-Context Learning for Machine Text Classification NAACL 2024
Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024
P2P: Transforming from Point Supervision to Explicit Visual Prompt for Object Detection and Segmentation IJCAI 2024
Coupled Confusion Correction: Learning from Crowds with Sparse Annotations AAAI 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
A Perspectivist Corpus of Numbers in Social Judgements COLING 2024
I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024
Diversity-Aware Annotation for Conversational AI Safety COLING 2024
Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NIPS 2024
MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation EMNLP 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label AAAI 2024
BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024
Metaphors in Online Religious Communication: A Detailed Dataset and Cross-Genre Metaphor Detection COLING 2024
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NIPS 2024
SciMRC: Multi-perspective Scientific Machine Reading Comprehension COLING 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP 2024
Limited-Supervised Multi-Label Learning with Dependency Noise AAAI 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024
Learning MDL Logic Programs from Noisy Data AAAI 2024
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning AAAI 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems EMNLP 2024