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In-Context Learning

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TitleStatusHype
How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency—0
Learning-From-Mistakes Prompting for Indigenous Language Translation—0
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking—0
An Application of Large Language Models to Coding Negotiation Transcripts—0
Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning—0
R+X: Retrieval and Execution from Everyday Human Videos—0
Reasoning with Large Language Models, a Survey—0
Private prediction for large-scale synthetic text generation—0
Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach—0
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text SummarizationCode0
Large Vision-Language Models as Emotion Recognizers in Context Awareness—0
Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection—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
Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond—0
Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language ModelsCode0
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
RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL—0
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding—0
Video In-context Learning—0
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning—0
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization—0
Generation and De-Identification of Indian Clinical Discharge Summaries using LLMsCode0
GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks—0
Sub-SA: Strengthen In-context Learning via Submodular Selective AnnotationCode0
Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition—0
Retrieved In-Context Principles from Previous Mistakes—0
Empirical Study of Symmetrical Reasoning in Conversational Chatbots—0
FairPFN: Transformers Can do Counterfactual Fairness—0
Towards Automated Functional Equation Proving: A Benchmark Dataset and A Domain-Specific In-Context Agent—0
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
RVISA: Reasoning and Verification for Implicit Sentiment Analysis—0
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts—0
SADL: An Effective In-Context Learning Method for Compositional Visual QA—0
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questionsCode0
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining TasksCode0
Can Small Language Models Learn, Unlearn, and Retain Noise Patterns?Code0
Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models—0
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
Mining Reasons For And Against Vaccination From Unstructured Data Using Nichesourcing and AI Data Augmentation—0
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language ModelsCode0
Aligning Teacher with Student Preferences for Tailored Training Data Generation—0
Can we teach language models to gloss endangered languages?—0
Efficient course recommendations with T5-based ranking and summarizationCode0
UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI—0
Enhancing In-Context Learning via Implicit Demonstration Augmentation—0
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