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In-Context Learning

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TitleStatusHype
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization—0
ICL Markup: Structuring In-Context Learning using Soft-Token Tags—0
Exploring Task-Level Optimal Prompts for Visual In-Context Learning—0
ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks—0
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness—0
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection—0
Large Language Models can Implement Policy Iteration—0
C-ICL: Contrastive In-context Learning for Information Extraction—0
Exploring Length Generalization in Large Language Models—0
Exploring Large Language Models for Product Attribute Value Identification—0
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference—0
A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration—0
Exploring In-Context Learning Capabilities of ChatGPT for Pathological Speech Detection—0
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text—0
DemoShapley: Valuation of Demonstrations for In-Context Learning—0
ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models—0
Exploring Imbalanced Annotations for Effective In-Context Learning—0
Exploring Example Selection for Few-shot Text-to-SQL Semantic Parsing—0
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System—0
Improving Automatic VQA Evaluation Using Large Language Models—0
Aligning Teacher with Student Preferences for Tailored Training Data Generation—0
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning—0
InstructGIE: Towards Generalizable Image Editing—0
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary—0
ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning—0
Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts—0
Improving In-context Learning via Bidirectional Alignment—0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
ChatHuman: Chatting about 3D Humans with Tools—0
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo—0
Improving Instruct Models for Free: A Study on Partial Adaptation—0
Atari-GPT: Benchmarking Multimodal Large Language Models as Low-Level Policies in Atari Games—0
Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search—0
Improving LLM Group Fairness on Tabular Data via In-Context Learning—0
Improving LLM Outputs Against Jailbreak Attacks with Expert Model Integration—0
LawLLM: Law Large Language Model for the US Legal System—0
Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty—0
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning—0
Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning—0
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions—0
Exploring Chain-of-Thought Style Prompting for Text-to-SQL—0
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?—0
Exploring Autonomous Agents through the Lens of Large Language Models: A Review—0
Incomplete In-context Learning—0
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation—0
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations—0
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering—0
In-Context Learning with Representations: Contextual Generalization of Trained Transformers—0
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