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In-Context Learning

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TitleStatusHype
Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement—0
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data—0
Language Models for Text Classification: Is In-Context Learning Enough?—0
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study—0
Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
To Err is Machine: Vulnerability Detection Challenges LLM Reasoning—0
Language Models "Grok" to Copy—0
Language to Rewards for Robotic Skill Synthesis—0
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?—0
Enhancing In-Context Learning via Implicit Demonstration Augmentation—0
Can LLMs Serve As Time Series Anomaly Detectors?—0
Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation—0
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies—0
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval—0
AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning—0
Enhancing Cross-task Transfer of Large Language Models via Activation Steering—0
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning—0
Language Modelling Approaches to Adaptive Machine Translation—0
Enhancing Advanced Visual Reasoning Ability of Large Language Models—0
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning—0
PALM: Predicting Actions through Language Models—0
Endless Jailbreaks with Bijection Learning—0
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