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In-Context Learning

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Showing 1701–1725 of 2297 papers

TitleStatusHype
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama modelsCode0
How Well Can Transformers Emulate In-context Newton's Method?—0
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment—0
Not All Layers of LLMs Are Necessary During Inference—0
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?—0
Transformers for Supervised Online Continual Learning—0
Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models—0
Distilling Text Style Transfer With Self-Explanation From LLMs—0
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment AnalysisCode0
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma—0
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in TurkishCode0
DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases—0
ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph—0
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality—0
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs—0
Large Language Models As Evolution Strategies—0
Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification—0
Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling—0
Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models—0
Video as the New Language for Real-World Decision Making—0
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models—0
Likelihood-based Mitigation of Evaluation Bias in Large Language ModelsCode0
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language ModelsCode0
Evaluating the Performance of ChatGPT for Spam Email Detection—0
Fine-tuning Large Language Models for Domain-specific Machine Translation—0
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