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In-Context Learning

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Showing 1001–1050 of 2297 papers

TitleStatusHype
On the effective transfer of knowledge from English to Hindi WikipediaCode0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments—0
Improving LLM Group Fairness on Tabular Data via In-Context Learning—0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
The broader spectrum of in-context learning—0
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
Minimization of Boolean Complexity in In-Context Concept Learning—0
CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++?—0
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis—0
RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks—0
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search—0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation—0
Competition Dynamics Shape Algorithmic Phases of In-Context LearningCode0
Table Integration in Data Lakes Unleashed: Pairwise Integrability Judgment, Integrable Set Discovery, and Multi-Tuple Conflict Resolution—0
SSDM 2.0: Time-Accurate Speech Rich Transcription with Non-Fluencies—0
In-Context Learning with Noisy Labels—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTSCode0
Curriculum Demonstration Selection for In-Context Learning—0
Graph Canvas for Controllable 3D Scene GenerationCode0
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation—0
AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive ModellingCode0
"Stupid robot, I want to speak to a human!" User Frustration Detection in Task-Oriented Dialog Systems—0
On the ERM Principle in Meta-Learning—0
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing—0
Transformers are Deep Optimizers: Provable In-Context Learning for Deep Model Training—0
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical DomainCode0
Can a Large Language Model Learn Matrix Functions In Context?Code0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Jack of All Trades to Master of One: Specializing LLM-based Autoraters to a Test Set—0
Optimizing Social Media Annotation of HPV Vaccine Skepticism and Misinformation Using Large Language Models: An Experimental Evaluation of In-Context Learning and Fine-Tuning Stance Detection Across Multiple Models—0
Leveraging Prior Experience: An Expandable Auxiliary Knowledge Base for Text-to-SQLCode0
Instant Policy: In-Context Imitation Learning via Graph Diffusion—0
LaVin-DiT: Large Vision Diffusion Transformer—0
ZeFaV: Boosting Large Language Models for Zero-shot Fact VerificationCode0
Re-examining learning linear functions in context—0
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation—0
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question AnsweringCode0
SPICA: Retrieving Scenarios for Pluralistic In-Context AlignmentCode0
One-Layer Transformer Provably Learns One-Nearest Neighbor In Context—0
IntentGPT: Few-shot Intent Discovery with Large Language Models—0
On the Privacy Risk of In-context Learning—0
Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data—0
Does Prompt Formatting Have Any Impact on LLM Performance?—0
Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models—0
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams—0
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data—0
Decision Feedback In-Context Symbol Detection over Block-Fading Channels—0
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