Browse State-of-the-Art › In-Context Learning › Papers, page 19
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 19 of 23: papers 1,801 to 1,900 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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Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors27 Apr 2024 0 repositories listed
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Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction27 Apr 2024 0 repositories listed
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Türkçe Dil Modellerinin Performans Karşılaştırması Performance Comparison of Turkish Language Models25 Apr 2024 0 repositories listed
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Bayesian Example Selection Improves In-Context Learning for Speech, Text, and Visual Modalities23 Apr 2024 0 repositories listed
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FINEMATCH: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction23 Apr 2024 0 repositories listed
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XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference23 Apr 2024 0 repositories listed
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ProteinEngine: Empower LLM with Domain Knowledge for Protein Engineering21 Apr 2024 0 repositories listed
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Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following21 Apr 2024 0 repositories listed
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Exploring the landscape of large language models: Foundations, techniques, and challenges18 Apr 2024 0 repositories listed
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Many-Shot In-Context Learning17 Apr 2024 0 repositories listed
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Position Engineering: Boosting Large Language Models through Positional Information Manipulation17 Apr 2024 0 repositories listed
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Unveiling the Misuse Potential of Base Large Language Models via In-Context Learning16 Apr 2024 0 repositories listed
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Evolving Interpretable Visual Classifiers with Large Language Models15 Apr 2024 0 repositories listed
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In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation15 Apr 2024 0 repositories listed
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GeMQuAD : Generating Multilingual Question Answering Datasets from Large Language Models using Few Shot Learning14 Apr 2024 0 repositories listed
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Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches14 Apr 2024 0 repositories listed
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Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model13 Apr 2024 0 repositories listed
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Discourse-Aware In-Context Learning for Temporal Expression Normalization11 Apr 2024 0 repositories listed
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Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models11 Apr 2024 0 repositories listed
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Neuromorphic In-Context Learning for Energy-Efficient MIMO Symbol Detection9 Apr 2024 0 repositories listed
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Privacy Preserving Prompt Engineering: A Survey9 Apr 2024 0 repositories listed
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Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models8 Apr 2024 0 repositories listed
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WILBUR: Adaptive In-Context Learning for Robust and Accurate Web Agents8 Apr 2024 0 repositories listed
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How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations?7 Apr 2024 0 repositories listed
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Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving5 Apr 2024 0 repositories listed
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Exploring Autonomous Agents through the Lens of Large Language Models: A Review5 Apr 2024 0 repositories listed
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Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data3 Apr 2024 0 repositories listed
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GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification3 Apr 2024 0 repositories listed
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Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison3 Apr 2024 0 repositories listed
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Task Agnostic Architecture for Algorithm Induction via Implicit Composition3 Apr 2024 0 repositories listed
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2 Apr 2024 0 repositories listed
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Efficient Prompting Methods for Large Language Models: A Survey1 Apr 2024 0 repositories listed
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Cognitive Planning for Object Goal Navigation using Generative AI Models30 Mar 2024 0 repositories listed
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Unleashing the Potential of Large Language Models for Predictive Tabular Tasks in Data Science29 Mar 2024 0 repositories listed
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Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation28 Mar 2024 0 repositories listed
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Going Beyond Word Matching: Syntax Improves In-context Example Selection for Machine Translation28 Mar 2024 0 repositories listed
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Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction28 Mar 2024 0 repositories listed
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Language Models for Text Classification: Is In-Context Learning Enough?26 Mar 2024 0 repositories listed
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Large Language Models Enhanced Collaborative Filtering26 Mar 2024 0 repositories listed
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To Err is Machine: Vulnerability Detection Challenges LLM Reasoning25 Mar 2024 0 repositories listed
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LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification25 Mar 2024 0 repositories listed
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SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging25 Mar 2024 0 repositories listed
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The Strong Pull of Prior Knowledge in Large Language Models and Its Impact on Emotion Recognition25 Mar 2024 0 repositories listed
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SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder24 Mar 2024 0 repositories listed
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Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information22 Mar 2024 0 repositories listed
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ESG Classification by Implicit Rule Learning via GPT-422 Mar 2024 0 repositories listed
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PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design21 Mar 2024 0 repositories listed
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Sequence-to-Sequence Language Models for Character and Emotion Detection in Dream Narratives21 Mar 2024 0 repositories listed
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An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis19 Mar 2024 0 repositories listed
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CrossTune: Black-Box Few-Shot Classification with Label Enhancement19 Mar 2024 0 repositories listed
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Towards Multimodal In-Context Learning for Vision & Language Models19 Mar 2024 0 repositories listed
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Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis18 Mar 2024 0 repositories listed
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Context-aware LLM-based Safe Control Against Latent Risks18 Mar 2024 0 repositories listed
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Towards Understanding the Relationship between In-context Learning and Compositional Generalization18 Mar 2024 0 repositories listed
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Transfer Learning Beyond Bounded Density Ratios18 Mar 2024 0 repositories listed
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Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models15 Mar 2024 0 repositories listed
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14 Mar 2024 0 repositories listed
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AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents13 Mar 2024 0 repositories listed
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Distilling Named Entity Recognition Models for Endangered Species from Large Language Models13 Mar 2024 0 repositories listed
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Rich Semantic Knowledge Enhanced Large Language Models for Few-shot Chinese Spell Checking13 Mar 2024 0 repositories listed
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BAGEL: Bootstrapping Agents by Guiding Exploration with Language12 Mar 2024 0 repositories listed
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In-context learning enables multimodal large language models to classify cancer pathology images12 Mar 2024 0 repositories listed
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Knowledge Graph Large Language Model (KG-LLM) for Link Prediction12 Mar 2024 0 repositories listed
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In-context Exploration-Exploitation for Reinforcement Learning11 Mar 2024 0 repositories listed
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One size doesn't fit all: Predicting the Number of Examples for In-Context Learning11 Mar 2024 0 repositories listed
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SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data11 Mar 2024 0 repositories listed
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FewFedPIT: Towards Privacy-preserving and Few-shot Federated Instruction Tuning10 Mar 2024 0 repositories listed
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In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model10 Mar 2024 0 repositories listed
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Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages9 Mar 2024 0 repositories listed
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Concept-aware Data Construction Improves In-context Learning of Language Models8 Mar 2024 0 repositories listed
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DP-TabICL: In-Context Learning with Differentially Private Tabular Data8 Mar 2024 0 repositories listed
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InstructGIE: Towards Generalizable Image Editing8 Mar 2024 0 repositories listed
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TEGEE: Task dEfinition Guided Expert Ensembling for Generalizable and Few-shot Learning7 Mar 2024 0 repositories listed
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On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models7 Mar 2024 0 repositories listed
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Where does In-context Translation Happen in Large Language Models7 Mar 2024 0 repositories listed
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Japanese-English Sentence Translation Exercises Dataset for Automatic Grading6 Mar 2024 0 repositories listed
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Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation5 Mar 2024 0 repositories listed
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Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment5 Mar 2024 0 repositories listed
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How Well Can Transformers Emulate In-context Newton's Method?5 Mar 2024 0 repositories listed
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MOKA: Open-World Robotic Manipulation through Mark-Based Visual Prompting5 Mar 2024 0 repositories listed
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Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?4 Mar 2024 0 repositories listed
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Not All Layers of LLMs Are Necessary During Inference4 Mar 2024 0 repositories listed
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Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models3 Mar 2024 0 repositories listed
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Transformers for Supervised Online Continual Learning3 Mar 2024 0 repositories listed
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Distilling Text Style Transfer With Self-Explanation From LLMs2 Mar 2024 0 repositories listed
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DFIN-SQL: Integrating Focused Schema with DIN-SQL for Superior Accuracy in Large-Scale Databases1 Mar 2024 0 repositories listed
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LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma1 Mar 2024 0 repositories listed
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ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph29 Feb 2024 0 repositories listed
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Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality29 Feb 2024 0 repositories listed
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Few-Shot Fairness: Unveiling LLM's Potential for Fairness-Aware Classification28 Feb 2024 0 repositories listed
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From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs28 Feb 2024 0 repositories listed
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Large Language Models As Evolution Strategies28 Feb 2024 0 repositories listed
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Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling28 Feb 2024 0 repositories listed
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Securing Reliability: A Brief Overview on Enhancing In-Context Learning for Foundation Models27 Feb 2024 0 repositories listed
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Video as the New Language for Real-World Decision Making27 Feb 2024 0 repositories listed
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Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models26 Feb 2024 0 repositories listed
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Evaluating the Performance of ChatGPT for Spam Email Detection23 Feb 2024 0 repositories listed
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Fine-tuning Large Language Models for Domain-specific Machine Translation23 Feb 2024 0 repositories listed
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Studying LLM Performance on Closed- and Open-source Data23 Feb 2024 0 repositories listed
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How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?23 Feb 2024 0 repositories listed