Browse State-of-the-Art › In-Context Learning › Papers, page 22

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 22 of 23: papers 2,101 to 2,200 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.

• Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning
  7 Oct 2023 0 repositories listed
• Uncovering Model Processing Strategies with Non-Negative Per-Example Fisher Factorization
  7 Oct 2023 0 repositories listed
• The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning
  7 Oct 2023 0 repositories listed
• Fine-tune Language Models to Approximate Unbiased In-context Learning
  5 Oct 2023 0 repositories listed
• Improving Automatic VQA Evaluation Using Large Language Models
  4 Oct 2023 0 repositories listed
• Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
  4 Oct 2023 0 repositories listed
• Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models
  30 Sep 2023 0 repositories listed
• Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
  29 Sep 2023 0 repositories listed
• Visual In-Context Learning for Few-Shot Eczema Segmentation
  28 Sep 2023 0 repositories listed
• Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting
  27 Sep 2023 0 repositories listed
• MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
  27 Sep 2023 0 repositories listed
• Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning
  26 Sep 2023 0 repositories listed
• ALLURE: Auditing and Improving LLM-based Evaluation of Text using Iterative In-Context-Learning
  24 Sep 2023 0 repositories listed
• User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue
  23 Sep 2023 0 repositories listed
• A Practical Survey on Zero-shot Prompt Design for In-context Learning
  22 Sep 2023 0 repositories listed
• Affect Recognition in Conversations Using Large Language Models
  22 Sep 2023 0 repositories listed
• HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering
  22 Sep 2023 0 repositories listed
• In-context Interference in Chat-based Large Language Models
  22 Sep 2023 0 repositories listed
• Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation
  20 Sep 2023 0 repositories listed
• Towards Effective Disambiguation for Machine Translation with Large Language Models
  20 Sep 2023 0 repositories listed
• GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models
  19 Sep 2023 0 repositories listed
• In-Context Learning for Text Classification with Many Labels
  19 Sep 2023 0 repositories listed
• Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning
  19 Sep 2023 0 repositories listed
• Context is Environment
  18 Sep 2023 0 repositories listed
• MindAgent: Emergent Gaming Interaction
  18 Sep 2023 0 repositories listed
• Neural Machine Translation Models Can Learn to be Few-shot Learners
  15 Sep 2023 0 repositories listed
• Ambiguity-Aware In-Context Learning with Large Language Models
  14 Sep 2023 0 repositories listed
• An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing
  14 Sep 2023 0 repositories listed
• Speech-to-Speech Translation with Discrete-Unit-Based Style Transfer
  14 Sep 2023 0 repositories listed
• Can Whisper perform speech-based in-context learning?
  13 Sep 2023 0 repositories listed
• Breaking through the learning plateaus of in-context learning in Transformer
  12 Sep 2023 0 repositories listed
• Uncovering mesa-optimization algorithms in Transformers
  11 Sep 2023 0 repositories listed
• EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets
  9 Sep 2023 0 repositories listed
• FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
  9 Sep 2023 0 repositories listed
• MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images
  9 Sep 2023 0 repositories listed
• Improving Open Information Extraction with Large Language Models: A Study on Demonstration Uncertainty
  7 Sep 2023 0 repositories listed
• Gender-specific Machine Translation with Large Language Models
  6 Sep 2023 0 repositories listed
• Gated recurrent neural networks discover attention
  4 Sep 2023 0 repositories listed
• Business Process Text Sketch Automation Generation Using Large Language Model
  3 Sep 2023 0 repositories listed
• Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance
  28 Aug 2023 0 repositories listed
• Identifying and Mitigating the Security Risks of Generative AI
  28 Aug 2023 0 repositories listed
• Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
  26 Aug 2023 0 repositories listed
• Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models
  21 Aug 2023 0 repositories listed
• Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
  20 Aug 2023 0 repositories listed
• Building Emotional Support Chatbots in the Era of LLMs
  17 Aug 2023 0 repositories listed
• FLIRT: Feedback Loop In-context Red Teaming
  8 Aug 2023 0 repositories listed
• Large Language Model Prompt Chaining for Long Legal Document Classification
  8 Aug 2023 0 repositories listed
• Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models
  1 Aug 2023 0 repositories listed
• Reasoning before Responding: Integrating Commonsense-based Causality Explanation for Empathetic Response Generation
  28 Jul 2023 0 repositories listed
• Exploiting the Potential of Seq2Seq Models as Robust Few-Shot Learners
  27 Jul 2023 0 repositories listed
• Controlling Equational Reasoning in Large Language Models with Prompt Interventions
  19 Jul 2023 0 repositories listed
• SINC: Self-Supervised In-Context Learning for Vision-Language Tasks
  15 Jul 2023 0 repositories listed
• Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis
  14 Jul 2023 0 repositories listed
• The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms
  14 Jul 2023 0 repositories listed
• Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study
  13 Jul 2023 0 repositories listed
• Large Language Models as General Pattern Machines
  10 Jul 2023 0 repositories listed
• Assessing the efficacy of large language models in generating accurate teacher responses
  9 Jul 2023 0 repositories listed
• One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention
  7 Jul 2023 0 repositories listed
• In-Context Learning for Attention Scheme: from Single Softmax Regression to Multiple Softmax Regression via a Tensor Trick
  5 Jul 2023 0 repositories listed
• Scaling In-Context Demonstrations with Structured Attention
  5 Jul 2023 0 repositories listed
• Exploring the In-context Learning Ability of Large Language Model for Biomedical Concept Linking
  3 Jul 2023 0 repositories listed
• InstructEval: Systematic Evaluation of Instruction Selection Methods
  1 Jul 2023 0 repositories listed
• SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
  30 Jun 2023 0 repositories listed
• DisasterResponseGPT: Large Language Models for Accelerated Plan of Action Development in Disaster Response Scenarios
  29 Jun 2023 0 repositories listed
• Supervised Pretraining Can Learn In-Context Reinforcement Learning
  26 Jun 2023 0 repositories listed
• Understanding In-Context Learning via Supportive Pretraining Data
  26 Jun 2023 0 repositories listed
• Automatic text-based speech overlap classification: A novel approach using Large Language Models
  25 Jun 2023 0 repositories listed
• Potential Benefits of Employing Large Language Models in Research in Moral Education and Development
  23 Jun 2023 0 repositories listed
• FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair
  21 Jun 2023 0 repositories listed
• JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
  19 Jun 2023 0 repositories listed
• Multilingual Few-Shot Learning via Language Model Retrieval
  19 Jun 2023 0 repositories listed
• SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design
  19 Jun 2023 0 repositories listed
• Trained Transformers Learn Linear Models In-Context
  16 Jun 2023 0 repositories listed
• Language to Rewards for Robotic Skill Synthesis
  14 Jun 2023 0 repositories listed
• Augmenting Language Models with Long-Term Memory
  12 Jun 2023 0 repositories listed
• Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding
  9 Jun 2023 0 repositories listed
• STEPS: A Benchmark for Order Reasoning in Sequential Tasks
  7 Jun 2023 0 repositories listed
• Zero-Shot 3D Shape Correspondence
  5 Jun 2023 0 repositories listed
• MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models
  2 Jun 2023 0 repositories listed
• What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization
  30 May 2023 0 repositories listed
• Augmenting Large Language Model Translators via Translation Memories
  27 May 2023 0 repositories listed
• A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks
  26 May 2023 0 repositories listed
• Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning
  26 May 2023 0 repositories listed
• SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
  26 May 2023 0 repositories listed
• Adversarial Demonstration Attacks on Large Language Models
  24 May 2023 0 repositories listed
• Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization
  24 May 2023 0 repositories listed
• Cross-lingual QA: A Key to Unlocking In-context Cross-lingual Performance
  24 May 2023 0 repositories listed
• BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
  24 May 2023 0 repositories listed
• EXnet: Efficient In-context Learning for Data-less Text classification
  24 May 2023 0 repositories listed
• Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
  24 May 2023 0 repositories listed
• Universal Self-Adaptive Prompting
  24 May 2023 0 repositories listed
• Active Learning Principles for In-Context Learning with Large Language Models
  23 May 2023 0 repositories listed
• Dr.ICL: Demonstration-Retrieved In-context Learning
  23 May 2023 0 repositories listed
• Exploring Chain-of-Thought Style Prompting for Text-to-SQL
  23 May 2023 0 repositories listed
• Make a Choice! Knowledge Base Question Answering with In-Context Learning
  23 May 2023 0 repositories listed
• Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization
  23 May 2023 0 repositories listed
• In-Context Probing: Toward Building Robust Classifiers via Probing Large Language Models
  23 May 2023 0 repositories listed
• Skill-Based Few-Shot Selection for In-Context Learning
  23 May 2023 0 repositories listed
• Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding
  22 May 2023 0 repositories listed
• Explaining Emergent In-Context Learning as Kernel Regression
  22 May 2023 0 repositories listed