SOTAVerified

In-Context Learning

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1551–1600 of 2297 papers

TitleStatusHype
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel TasksCode0
Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection—0
Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact ExtractionCode0
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model—0
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles—0
Compositional Text-to-Image Generation with Dense Blob Representations—0
Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach—0
The Curious Case of Class Accuracy Imbalance in LLMs: Post-hoc Debiasing via Nonlinear Integer Programming—0
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation—0
XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare—0
XAMPLER: Learning to Retrieve Cross-Lingual In-Context ExamplesCode0
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language ModelsCode0
AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models—0
Locally Differentially Private In-Context Learning—0
ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning—0
OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs—0
Enhancing News Summarization with ELearnFit through Efficient In-Context Learning and Efficient Fine-Tuning—0
Position: Understanding LLMs Requires More Than Statistical GeneralizationCode0
Exploring Combinatorial Problem Solving with Large Language Models: A Case Study on the Travelling Salesman Problem Using GPT-3.5 Turbo—0
A Normative Framework for Benchmarking Consumer Fairness in Large Language Model Recommender System—0
Question Suggestion for Conversational Shopping Assistants Using Product Metadata—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
Efficient and Responsible Adaptation of Large Language Models for Robust Top-k Recommendations—0
In-Context Learning with Long-Context Models: An In-Depth Exploration—0
Graphical Reasoning: LLM-based Semi-Open Relation ExtractionCode0
Capabilities of Gemini Models in Medicine—0
It's Difficult to be Neutral -- Human and LLM-based Sentiment Annotation of Patient Comments—0
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model—0
From Persona to Personalization: A Survey on Role-Playing Language Agents—0
Exploring the Robustness of In-Context Learning with Noisy LabelsCode0
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors—0
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language—0
Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction—0
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study—0
Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models—0
Improving Diversity of Commonsense Generation by Large Language Models via In-Context LearningCode0
What Makes Multimodal In-Context Learning Work?Code0
Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities—0
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference—0
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation ModelCode0
FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction—0
"A good pun is its own reword": Can Large Language Models Understand Puns?Code0
Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following—0
ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering—0
Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge ExtractionCode0
Stronger Random Baselines for In-Context LearningCode0
Exploring the landscape of large language models: Foundations, techniques, and challenges—0
Many-Shot In-Context Learning—0
Position Engineering: Boosting Large Language Models through Positional Information Manipulation—0
Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning—0
Show:102550
← PrevPage 32 of 46Next →

No leaderboard results yet.