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In-Context Learning

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Showing 501–550 of 2297 papers

TitleStatusHype
Embodied CoT Distillation From LLM To Off-the-shelf AgentsCode3
ColorFlow: Retrieval-Augmented Image Sequence Colorization—0
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension—0
HC-LLM: Historical-Constrained Large Language Models for Radiology Report GenerationCode1
Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning—0
No Free Lunch for Defending Against Prefilling Attack by In-Context Learning—0
ROUTE: Robust Multitask Tuning and Collaboration for Text-to-SQLCode1
RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate SectorCode1
CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language ModelsCode11
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning—0
Align, Generate, Learn: A Novel Closed-Loop Framework for Cross-Lingual In-Context Learning—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
Fast Prompt Alignment for Text-to-Image GenerationCode1
Using Large Language Models for Parametric Shape Optimization—0
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource LanguagesCode0
Federated In-Context LLM Agent Learning—0
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models—0
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension—0
Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective—0
Can the Rookies Cut the Tough Cookie? Exploring the Use of LLMs for SQL Equivalence Checking—0
On the effective transfer of knowledge from English to Hindi WikipediaCode0
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks—0
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments—0
A text-to-tabular approach to generate synthetic patient data using LLMsCode0
Demonstration Selection for In-Context Learning via Reinforcement Learning—0
Improving LLM Group Fairness on Tabular Data via In-Context Learning—0
The broader spectrum of in-context learning—0
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++?—0
Minimization of Boolean Complexity in In-Context Concept Learning—0
Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAsCode1
VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video UnderstandingCode1
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis—0
X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation ModelsCode2
Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different ScenesCode3
RL2: Reinforce Large Language Model to Assist Safe Reinforcement Learning for Energy Management of Active Distribution Networks—0
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation—0
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search—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
KV Shifting Attention Enhances Language ModelingCode2
In-Context Learning with Noisy Labels—0
ICLERB: In-Context Learning Embedding and Reranker Benchmark—0
Graph Canvas for Controllable 3D Scene GenerationCode0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Curriculum Demonstration Selection for In-Context Learning—0
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTSCode0
On the ERM Principle in Meta-Learning—0
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation—0
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