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In-Context Learning

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Showing 1101–1150 of 2297 papers

TitleStatusHype
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning—0
Enhancing Cross-task Transfer of Large Language Models via Activation Steering—0
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies—0
Enhancing In-Context Learning via Implicit Demonstration Augmentation—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction—0
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data—0
Enhancing Machine Translation through Advanced In-Context Learning: A Methodological Strategy for GPT-4 Improvement—0
Enhancing Multimodal In-Context Learning for Image Classification through Coreset Optimization—0
Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning—0
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition—0
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning—0
Enhancing Security Control Production With Generative AI—0
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models—0
Enhancing Speech Instruction Understanding and Disambiguation in Robotics via Speech Prosody—0
Enhancing the Stability of LLM-based Speech Generation Systems through Self-Supervised Representations—0
ENTP: Encoder-only Next Token Prediction—0
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets—0
Epidemic Information Extraction for Event-Based Surveillance using Large Language Models—0
EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Networks—0
ESG Classification by Implicit Rule Learning via GPT-4—0
Estimating the Hallucination Rate of Generative AI—0
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
Evaluating Large Language Models for Public Health Classification and Extraction Tasks—0
Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning—0
Simulating and Analysing Human Survey Responses with Large Language Models: A Case Study in Energy Stated Preference—0
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing—0
Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions—0
Evaluating the Performance of ChatGPT for Spam Email Detection—0
Leveraging VLM-Based Pipelines to Annotate 3D Objects—0
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language—0
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition—0
Evolving Interpretable Visual Classifiers with Large Language Models—0
Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers—0
Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers—0
EXnet: Efficient In-context Learning for Data-less Text classification—0
Experience Replay Addresses Loss of Plasticity in Continual Learning—0
Explainable Depression Symptom Detection in Social Media—0
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning—0
Explanations from Large Language Models Make Small Reasoners Better—0
Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task—0
Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners—0
Exploring and Benchmarking the Planning Capabilities of Large Language Models—0
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation—0
Exploring Autonomous Agents through the Lens of Large Language Models: A Review—0
Exploring Chain-of-Thought Style Prompting for Text-to-SQL—0
Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning—0
Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo—0
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