Browse State-of-the-Art › In-Context Learning › Papers, page 17
In-Context Learning
Papers archive 2025-07-28
archive papers tagged: 2,297 · with a code link: 998 · where Syntology ran a sample: 437 (361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (437 of 2,297 tagged: 361 with a run with no instrument failure, 76 where every run was a failure of Syntology's instrument)
Page 17 of 23: papers 1,601 to 1,700 of 2,297, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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How Transformers Utilize Multi-Head Attention in In-Context Learning? A Case Study on Sparse Linear Regression8 Aug 2024 0 repositories listed
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Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning6 Aug 2024 0 repositories listed
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Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion6 Aug 2024 0 repositories listed
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Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts6 Aug 2024 0 repositories listed
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Can LLMs Serve As Time Series Anomaly Detectors?6 Aug 2024 0 repositories listed
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LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations6 Aug 2024 0 repositories listed
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Spin glass model of in-context learning5 Aug 2024 0 repositories listed
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OneLove beyond the field -- A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar5 Aug 2024 0 repositories listed
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Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning5 Aug 2024 0 repositories listed
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Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages4 Aug 2024 0 repositories listed
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Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process4 Aug 2024 0 repositories listed
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NOLO: Navigate Only Look Once2 Aug 2024 0 repositories listed
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Intermittent Semi-working Mask: A New Masking Paradigm for LLMs1 Aug 2024 0 repositories listed
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Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control1 Aug 2024 0 repositories listed
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Distributed In-Context Learning under Non-IID Among Clients31 Jul 2024 0 repositories listed
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Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM31 Jul 2024 0 repositories listed
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Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective30 Jul 2024 0 repositories listed
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CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge30 Jul 2024 0 repositories listed
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SceneTeller: Language-to-3D Scene Generation30 Jul 2024 0 repositories listed
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SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition30 Jul 2024 0 repositories listed
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AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs29 Jul 2024 0 repositories listed
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LawLLM: Law Large Language Model for the US Legal System27 Jul 2024 0 repositories listed
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Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications27 Jul 2024 0 repositories listed
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Many-Shot In-Context Learning for Molecular Inverse Design26 Jul 2024 0 repositories listed
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Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data23 Jul 2024 0 repositories listed
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Can Large Language Models Automatically Jailbreak GPT-4V?23 Jul 2024 0 repositories listed
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Multilingual Fine-Grained News Headline Hallucination Detection22 Jul 2024 0 repositories listed
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ZZU-NLP at SIGHAN-2024 dimABSA Task: Aspect-Based Sentiment Analysis with Coarse-to-Fine In-context Learning22 Jul 2024 0 repositories listed
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Towards Automated Data Sciences with Natural Language and SageCopilot: Practices and Lessons Learned21 Jul 2024 0 repositories listed
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MIBench: Evaluating Multimodal Large Language Models over Multiple Images21 Jul 2024 0 repositories listed
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Prompted Aspect Key Point Analysis for Quantitative Review Summarization19 Jul 2024 0 repositories listed
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An Application of Large Language Models to Coding Negotiation Transcripts18 Jul 2024 0 repositories listed
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FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking18 Jul 2024 0 repositories listed
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How Reliable are LLMs as Knowledge Bases? Re-thinking Facutality and Consistency18 Jul 2024 0 repositories listed
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Learning-From-Mistakes Prompting for Indigenous Language Translation18 Jul 2024 0 repositories listed
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Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning17 Jul 2024 0 repositories listed
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R+X: Retrieval and Execution from Everyday Human Videos17 Jul 2024 0 repositories listed
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Ancient Korean Archive Translation: Comparison Analysis on Statistical phrase alignment, LLM in-context learning, and inter-methodological approach16 Jul 2024 0 repositories listed
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Large Vision-Language Models as Emotion Recognizers in Context Awareness16 Jul 2024 0 repositories listed
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Large Visual-Language Models Are Also Good Classifiers: A Study of In-Context Multimodal Fake News Detection16 Jul 2024 0 repositories listed
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Private prediction for large-scale synthetic text generation16 Jul 2024 0 repositories listed
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Reasoning with Large Language Models, a Survey16 Jul 2024 0 repositories listed
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Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection15 Jul 2024 0 repositories listed
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GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM15 Jul 2024 0 repositories listed
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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond13 Jul 2024 0 repositories listed
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Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection12 Jul 2024 0 repositories listed
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HiPPO-Prophecy: State-Space Models can Provably Learn Dynamical Systems in Context12 Jul 2024 0 repositories listed
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DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding11 Jul 2024 0 repositories listed
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RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL11 Jul 2024 0 repositories listed
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Video In-context Learning10 Jul 2024 0 repositories listed
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ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization9 Jul 2024 0 repositories listed
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Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning9 Jul 2024 0 repositories listed
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Cross-domain Few-shot In-context Learning for Enhancing Traffic Sign Recognition8 Jul 2024 0 repositories listed
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Empirical Study of Symmetrical Reasoning in Conversational Chatbots8 Jul 2024 0 repositories listed
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FairPFN: Transformers Can do Counterfactual Fairness8 Jul 2024 0 repositories listed
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GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks8 Jul 2024 0 repositories listed
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Retrieved In-Context Principles from Previous Mistakes8 Jul 2024 0 repositories listed
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Towards Automated Functional Equation Proving: A Benchmark Dataset and A Domain-Specific In-Context Agent5 Jul 2024 0 repositories listed
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Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning3 Jul 2024 0 repositories listed
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Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts2 Jul 2024 0 repositories listed
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SADL: An Effective In-Context Learning Method for Compositional Visual QA2 Jul 2024 0 repositories listed
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Supporters and Skeptics: LLM-based Analysis of Engagement with Mental Health (Mis)Information Content on Video-sharing Platforms2 Jul 2024 0 repositories listed
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Dynamic Few-Shot Learning for Knowledge Graph Question Answering1 Jul 2024 0 repositories listed
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From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning1 Jul 2024 0 repositories listed
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Dynamic Universal Approximation Theory: The Basic Theory for Transformer-based Large Language Models1 Jul 2024 0 repositories listed
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Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis29 Jun 2024 0 repositories listed
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Mining Reasons For And Against Vaccination From Unstructured Data Using Nichesourcing and AI Data Augmentation28 Jun 2024 0 repositories listed
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Aligning Teacher with Student Preferences for Tailored Training Data Generation27 Jun 2024 0 repositories listed
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Can we teach language models to gloss endangered languages?27 Jun 2024 0 repositories listed
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Enhancing In-Context Learning via Implicit Demonstration Augmentation27 Jun 2024 0 repositories listed
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UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI27 Jun 2024 0 repositories listed
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ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models26 Jun 2024 0 repositories listed
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Automated Clinical Data Extraction with Knowledge Conditioned LLMs26 Jun 2024 0 repositories listed
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Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming26 Jun 2024 0 repositories listed
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Octo-planner: On-device Language Model for Planner-Action Agents26 Jun 2024 0 repositories listed
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A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs25 Jun 2024 0 repositories listed
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BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning25 Jun 2024 0 repositories listed
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Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels25 Jun 2024 0 repositories listed
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LABOR-LLM: Language-Based Occupational Representations with Large Language Models25 Jun 2024 0 repositories listed
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Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft25 Jun 2024 0 repositories listed
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Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning23 Jun 2024 0 repositories listed
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Uncovering Hidden Intentions: Exploring Prompt Recovery for Deeper Insights into Generated Texts22 Jun 2024 0 repositories listed
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Automated radiotherapy treatment planning guided by GPT-4Vision21 Jun 2024 0 repositories listed
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Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding are Both the Problem21 Jun 2024 0 repositories listed
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Data-Centric AI in the Age of Large Language Models20 Jun 2024 0 repositories listed
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VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought20 Jun 2024 0 repositories listed
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Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary20 Jun 2024 0 repositories listed
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Learning to Retrieve Iteratively for In-Context Learning20 Jun 2024 0 repositories listed
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SeCoKD: Aligning Large Language Models for In-Context Learning with Fewer Shots20 Jun 2024 0 repositories listed
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Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations19 Jun 2024 0 repositories listed
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Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning19 Jun 2024 0 repositories listed
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In-Context In-Context Learning with Transformer Neural Processes19 Jun 2024 0 repositories listed
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In-Context Learning on a Budget: A Case Study in Token Classification19 Jun 2024 0 repositories listed
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ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models19 Jun 2024 0 repositories listed
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Exploring and Benchmarking the Planning Capabilities of Large Language Models18 Jun 2024 0 repositories listed
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In-Context Learning of Energy Functions18 Jun 2024 0 repositories listed
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Navigating the Labyrinth: Evaluating and Enhancing LLMs' Ability to Reason About Search Problems18 Jun 2024 0 repositories listed
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Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis18 Jun 2024 0 repositories listed
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What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models18 Jun 2024 0 repositories listed