{"total":39,"rows":[{"id":"2411.16594","title":"From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge","created":"2024-11-25","cited_by_count":494,"area":null},{"id":"2402.00809","title":"Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI","created":"2024-02-01","cited_by_count":62,"area":null},{"id":"2405.00334","title":"A Survey on Deep Active Learning: Recent Advances and New Frontiers","created":"2024-05-01","cited_by_count":54,"area":null},{"id":"2306.15766","title":"Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost","created":"2023-06-27","cited_by_count":33,"area":null},{"id":"2409.08185","title":"Fine-tuning Large Language Models for Entity Matching","created":"2024-09-12","cited_by_count":16,"area":null},{"id":"2312.03987","title":"Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration","created":"2023-12-07","cited_by_count":15,"area":null},{"id":"2411.11081","title":"The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection","created":"2024-11-17","cited_by_count":15,"area":null},{"id":"2312.01082","title":"A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness","created":"2023-12-02","cited_by_count":14,"area":null},{"id":"2409.11378","title":"Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement","created":"2024-09-17","cited_by_count":13,"area":null},{"id":"2412.20545","title":"The Impact of Prompt Programming on Function-Level Code Generation","created":"2024-12-29","cited_by_count":13,"area":null},{"id":"2309.07900","title":"Ambiguity-Aware In-Context Learning with Large Language Models","created":"2023-09-14","cited_by_count":11,"area":null},{"id":"2402.03719","title":"Empowering Language Models with Active Inquiry for Deeper Understanding","created":"2024-02-06","cited_by_count":11,"area":null},{"id":"2408.02103","title":"Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process","created":"2024-08-04","cited_by_count":9,"area":null},{"id":"2410.22239","title":"DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers","created":"2024-10-29","cited_by_count":8,"area":null},{"id":"2403.17281","title":"Automate Knowledge Concept Tagging on Math Questions with LLMs","created":"2024-03-26","cited_by_count":6,"area":null},{"id":"2406.09330","title":"Learning from Natural Language Explanations for Generalizable Entity Matching","created":"2024-06-13","cited_by_count":6,"area":null},{"id":"2406.11085","title":"Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing","created":"2024-06-16","cited_by_count":5,"area":null},{"id":"2510.03247","title":"Towards Multimodal Active Learning: Efficient Learning with Limited Paired Data","created":"2025-09-25","cited_by_count":3,"area":null},{"id":"2311.09619","title":"Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning","created":"2023-11-16","cited_by_count":2,"area":null},{"id":"2401.07367","title":"Active Learning for NLP with Large Language Models","created":"2024-01-14","cited_by_count":2,"area":null},{"id":"2412.17684","title":"COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation","created":"2024-12-23","cited_by_count":2,"area":null},{"id":"2503.09701","title":"Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey","created":"2025-03-12","cited_by_count":2,"area":null},{"id":"2603.27385","title":"Active In-Context Learning for Tabular Foundation Models","created":"2026-03-28","cited_by_count":2,"area":null},{"id":"2311.10765","title":"Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement","created":"2023-11-15","cited_by_count":1,"area":null},{"id":"2402.00620","title":"Actor Identification in Discourse: A Challenge for LLMs?","created":"2024-02-01","cited_by_count":1,"area":null},{"id":"2505.18754","title":"Few-Shot Optimization for Sensor Data Using Large Language Models: A Case Study on Fatigue Detection","created":"2025-05-24","cited_by_count":1,"area":null},{"id":"2506.23146","title":"Learning-to-Context Slope: Evaluating In-Context Learning Effectiveness Beyond Performance Illusions","created":"2025-06-29","cited_by_count":1,"area":null},{"id":"2507.04432","title":"Reconstructing Biological Pathways by Applying Selective Incremental Learning to (Very) Small Language Models","created":"2025-07-06","cited_by_count":1,"area":null},{"id":"2508.08140","title":"Data-Efficient Biomedical In-Context Learning: A Diversity-Enhanced Submodular Perspective","created":"2025-08-11","cited_by_count":1,"area":null},{"id":"2605.22864","title":"Reading Calibrated Uncertainty from Language Model Trajectories","created":"2026-05-19","cited_by_count":1,"area":null},{"id":"2404.08846","title":"Experimental Design for Active Transductive Inference in Large Language Models","created":"2024-04-12","cited_by_count":0,"area":null},{"id":"2410.13313","title":"Mitigating Biases to Embrace Diversity: A Comprehensive Annotation Benchmark for Toxic Language","created":"2024-10-17","cited_by_count":0,"area":null},{"id":"2509.23515","title":"From Human Annotation to Automation: LLM-in-the-Loop Active Learning for Arabic Sentiment Analysis","created":"2025-09-27","cited_by_count":0,"area":null},{"id":"2511.21625","title":"Active Learning for GCN-based Action Recognition","created":"2025-11-26","cited_by_count":0,"area":null},{"id":"2602.04572","title":"From Competition to Collaboration: Designing Sustainable Mechanisms Between LLMs and Online Forums","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2602.19385","title":"Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition","created":"2026-02-22","cited_by_count":0,"area":null},{"id":"2603.17566","title":"KA2L: A Knowledge-Aware Active Learning Framework for LLMs","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2606.05134","title":"Activation-Based Active Learning for In-Context Learning: Challenges and Insights","created":"2026-06-03","cited_by_count":0,"area":null},{"id":"2608.11433","title":"Stigma and Support in Online Sexual Violence Narratives on Reddit","created":"2026-08-11","cited_by_count":0,"area":null}],"next_cursor":null}