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In-Context Learning

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Showing 951–1000 of 2297 papers

TitleStatusHype
R+X: Retrieval and Execution from Everyday Human Videos—0
Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning—0
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection—0
Fine-tuning Multimodal Large Language Models for Product BundlingCode1
Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach—0
Private prediction for large-scale synthetic text generation—0
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text SummarizationCode0
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World QuestionsCode2
Large Vision-Language Models as Emotion Recognizers in Context Awareness—0
Reasoning with Large Language Models, a Survey—0
Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection—0
GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM—0
Sibyl: Simple yet Effective Agent Framework for Complex Real-world ReasoningCode2
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG SystemsCode1
Visual Prompt Selection for In-Context Learning SegmentationCode1
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond—0
Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection—0
HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context—0
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language ModelsCode0
SpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsCode2
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL—0
Video In-context Learning—0
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization—0
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning—0
Unmasking Trees for Tabular DataCode1
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks—0
Empirical Study of Symmetrical Reasoning in Conversational Chatbots—0
Retrieved In-Context Principles from Previous Mistakes—0
Sub-SA: Strengthen In-context Learning via Submodular Selective AnnotationCode0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition—0
Generation and De-Identification of Indian Clinical Discharge Summaries using LLMsCode0
FairPFN: Transformers Can do Counterfactual Fairness—0
Just read twice: closing the recall gap for recurrent language modelsCode2
Towards Automated Functional Equation Proving: A Benchmark Dataset and A Domain-Specific In-Context Agent—0
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMsCode11
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning—0
Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms—0
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining TasksCode0
RVISA: Reasoning and Verification for Implicit Sentiment Analysis—0
MG-Verilog: Multi-grained Dataset Towards Enhanced LLM-assisted Verilog GenerationCode2
SADL: An Effective In-Context Learning Method for Compositional Visual QA—0
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts—0
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questionsCode0
Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models—0
Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?Code0
Dynamic Few-Shot Learning for Knowledge Graph Question Answering—0
From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning—0
Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis—0
One Prompt is not Enough: Automated Construction of a Mixture-of-Expert PromptsCode1
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