{"total":57,"rows":[{"id":"2301.00234","title":"A Survey on In-context Learning","created":"2022-12-31","cited_by_count":721,"area":null},{"id":"2402.18013","title":"A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems","created":"2024-02-28","cited_by_count":170,"area":null},{"id":"2206.06565","title":"LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks","created":"2022-06-14","cited_by_count":148,"area":null},{"id":"2305.05003","title":"Revisiting Relation Extraction in the era of Large Language Models","created":"2023-05-08","cited_by_count":102,"area":null},{"id":"2309.06794","title":"Cognitive Mirage: A Review of Hallucinations in Large Language Models","created":"2023-09-13","cited_by_count":84,"area":null},{"id":"2310.09881","title":"In-Context Learning with Iterative Demonstration Selection","created":"2023-10-15","cited_by_count":74,"area":null},{"id":"2401.11624","title":"In-context Learning with Retrieved Demonstrations for Language Models: A Survey","created":"2024-01-21","cited_by_count":70,"area":null},{"id":"2308.09597","title":"ChatHaruhi: Reviving Anime Character in Reality via Large Language Model","created":"2023-08-18","cited_by_count":59,"area":null},{"id":"2401.05949","title":"Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning","created":"2024-01-11","cited_by_count":53,"area":"safety"},{"id":"2403.16993","title":"Comp4D: LLM-Guided Compositional 4D Scene Generation","created":"2024-03-25","cited_by_count":50,"area":"diffusion"},{"id":"2405.16771","title":"ARC: A Generalist Graph Anomaly Detector with In-Context Learning","created":"2024-05-27","cited_by_count":48,"area":null},{"id":"2304.04748","title":"Exploring Effective Factors for Improving Visual In-Context Learning","created":"2023-04-10","cited_by_count":43,"area":null},{"id":"2302.00871","title":"Using In-Context Learning to Improve Dialogue Safety","created":"2023-02-02","cited_by_count":42,"area":null},{"id":"2305.08848","title":"Small Models are Valuable Plug-ins for Large Language Models","created":"2023-05-15","cited_by_count":42,"area":null},{"id":"2305.09137","title":"Pre-Training to Learn in Context","created":"2023-05-16","cited_by_count":42,"area":null},{"id":"2311.07230","title":"How are Prompts Different in Terms of Sensitivity?","created":"2023-11-13","cited_by_count":35,"area":null},{"id":"2407.18369","title":"AI Safety in Generative AI Large Language Models: A Survey","created":"2024-07-06","cited_by_count":33,"area":null},{"id":"2403.11755","title":"Meta-Prompting for Automating Zero-shot Visual Recognition with LLMs","created":"2024-03-18","cited_by_count":29,"area":"mllm"},{"id":"2306.08891","title":"Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation","created":"2023-06-15","cited_by_count":24,"area":null},{"id":"2401.17426","title":"Superiority of Multi-Head Attention in In-Context Linear Regression","created":"2024-01-30","cited_by_count":17,"area":null},{"id":"2210.09175","title":"Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization","created":"2022-10-17","cited_by_count":15,"area":null},{"id":"2402.11900","title":"Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models","created":"2024-02-19","cited_by_count":14,"area":"lr"},{"id":"2402.13482","title":"Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks","created":"2024-02-21","cited_by_count":12,"area":"rag"},{"id":"2306.06212","title":"Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions","created":"2023-06-09","cited_by_count":11,"area":null},{"id":"2406.01224","title":"Demonstration Augmentation for Zero-shot In-context Learning","created":"2024-06-03","cited_by_count":11,"area":null},{"id":"2403.03102","title":"\"In Dialogues We Learn\": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning","created":"2024-03-05","cited_by_count":10,"area":null},{"id":"2406.16535","title":"Token-based Decision Criteria Are Suboptimal in In-context Learning","created":"2024-06-24","cited_by_count":9,"area":null},{"id":"2307.02690","title":"Scaling In-Context Demonstrations with Structured Attention","created":"2023-07-05","cited_by_count":8,"area":null},{"id":"2305.11038","title":"Learning In-context Learning for Named Entity Recognition","created":"2023-05-18","cited_by_count":7,"area":null},{"id":"2311.00447","title":"On the Opportunities of Green Computing: A Survey","created":"2023-11-01","cited_by_count":7,"area":null},{"id":"2312.06363","title":"MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples","created":"2023-12-11","cited_by_count":7,"area":null},{"id":"2312.10104","title":"Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models","created":"2023-12-15","cited_by_count":7,"area":"mllm"},{"id":"2208.01009","title":"Few-shot Adaptation Works with UnpredicTable Data","created":"2022-08-01","cited_by_count":6,"area":null},{"id":"2309.14771","title":"Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning","created":"2023-09-26","cited_by_count":6,"area":null},{"id":"2311.13735","title":"Surpassing GPT-4 Medical Coding with a Two-Stage Approach","created":"2023-11-22","cited_by_count":6,"area":null},{"id":"2310.12477","title":"Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks","created":"2023-10-19","cited_by_count":5,"area":null},{"id":"2312.17055","title":"Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning","created":"2023-12-28","cited_by_count":5,"area":null},{"id":"2403.12368","title":"Characteristic AI Agents via Large Language Models","created":"2024-03-19","cited_by_count":5,"area":"agents"},{"id":"2409.09615","title":"Enhancing Text Annotation through Rationale-Driven Collaborative Few-Shot Prompting","created":"2024-09-15","cited_by_count":5,"area":null},{"id":"2412.05710","title":"PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks","created":"2024-12-07","cited_by_count":5,"area":null},{"id":"2412.12981","title":"Unlocking LLMs: Addressing Scarce Data and Bias Challenges in Mental Health","created":"2024-12-17","cited_by_count":5,"area":null},{"id":"2506.02279","title":"ImpRAG: Retrieval-Augmented Generation with Implicit Queries","created":"2025-06-02","cited_by_count":5,"area":"rag"},{"id":"2307.07742","title":"SINC: Self-Supervised In-Context Learning for Vision-Language Tasks","created":"2023-07-15","cited_by_count":4,"area":null},{"id":"2501.04341","title":"Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting","created":"2025-01-08","cited_by_count":4,"area":"lr"},{"id":"2601.03448","title":"Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks","created":"2026-01-06","cited_by_count":4,"area":null},{"id":"2506.11103","title":"You Only Fine-tune Once: Many-Shot In-Context Fine-Tuning for Large Language Models","created":"2025-06-06","cited_by_count":3,"area":null},{"id":"2605.31145","title":"FOCUS: Forcing In-Context Object Localization through Visual Support Constraints and Policy Optimization","created":"2026-05-29","cited_by_count":3,"area":null},{"id":"2403.11535","title":"AICL: Action In-Context Learning for Video Diffusion Model","created":"2024-03-18","cited_by_count":2,"area":"diffusion"},{"id":"2512.09275","title":"Impact of Positional Encoding: Clean and Adversarial Rademacher Complexity for Transformers under In-Context Regression","created":"2025-12-10","cited_by_count":2,"area":null},{"id":"2511.20086","title":"More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2308.01415","title":"An Effective Data Creation Pipeline to Generate High-quality Financial Instruction Data for Large Language Model","created":"2023-07-31","cited_by_count":0,"area":null},{"id":"2407.17412","title":"(PASS) Visual Prompt Locates Good Structure Sparsity through a Recurrent HyperNetwork","created":"2024-07-24","cited_by_count":0,"area":null},{"id":"2505.14233","title":"Mechanistic Fine-tuning for In-context Learning","created":"2025-05-20","cited_by_count":0,"area":null},{"id":"2509.15676","title":"KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning","created":"2025-09-19","cited_by_count":0,"area":null},{"id":"2606.25907","title":"In-context Region-based Drag: Drag Any Region to Any Shape","created":"2026-06-24","cited_by_count":0,"area":"diffusion"},{"id":"2609.37195","title":"Exploring In-Context Learning for Handwritten Text Recognition","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.04725","title":"Verb-ICL: Rethinking In-Context Learning for Structured Prediction","created":"2026-10-03","cited_by_count":0,"area":"lr"}],"next_cursor":null}