| CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI Only | Jun 11, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Investigating the Zone of Proximal Development of Language Models for In-Context Learning | Feb 10, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 | 5 |
| Universal pre-training by iterated random computation | Jun 24, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection | May 22, 2025 | In-Context LearningSarcasm Detection | CodeCode Available | 0 | 5 |
| Instructed Language Models with Retrievers Are Powerful Entity Linkers | Nov 6, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 0 | 5 |
| Instruction Tuned Models are Quick Learners | May 17, 2023 | In-Context LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 | 5 |
| Inference and Verbalization Functions During In-Context Learning | Oct 12, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks | Oct 2, 2024 | In-Context LearningTransfer Learning | CodeCode Available | 0 | 5 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 | 5 |
| Inductive-bias Learning: Generating Code Models with Large Language Model | Aug 19, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Dynamic Demonstrations Controller for In-Context Learning | Sep 30, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 | 5 |
| Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation | Apr 3, 2024 | DecoderEmpathetic Response Generation | CodeCode Available | 0 | 5 |
| IM-Context: In-Context Learning for Imbalanced Regression Tasks | May 28, 2024 | Deep imbalanced regressionIn-Context Learning | CodeCode Available | 0 | 5 |
| Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning | Mar 21, 2024 | In-Context LearningInstruction Following | CodeCode Available | 0 | 5 |
| Building 3D In-Context Learning Universal Model in Neuroimaging | Mar 4, 2025 | DenoisingIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning with Hypothesis-Class Guidance | Feb 27, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention | Mar 17, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Functions with Varying Number of Minima | Nov 21, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework | Dec 5, 2023 | ClassificationIn-Context Learning | CodeCode Available | 0 | 5 |
| How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study | Sep 15, 2023 | Argument MiningIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for Zero-Shot Speed Estimation of BLDC motors | Apr 1, 2025 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 | 5 |
| Do We Still Need Clinical Language Models? | Feb 16, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning Dynamics with Random Binary Sequences | Oct 26, 2023 | In-Context Learning | CodeCode Available | 0 | 5 |
| Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training | May 18, 2025 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models | Oct 17, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-Context Learning for MIMO Equalization Using Transformer-Based Sequence Models | Nov 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 0 | 5 |
| In-Context Learning and Fine-Tuning GPT for Argument Mining | Jun 10, 2024 | Argument MiningIn-Context Learning | CodeCode Available | 0 | 5 |
| Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| In-context Learning and Gradient Descent Revisited | Nov 13, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| Does learning the right latent variables necessarily improve in-context learning? | May 29, 2024 | In-Context Learning | CodeCode Available | 0 | 5 |
| Can In-context Learners Learn a Reasoning Concept from Demonstrations? | Dec 3, 2022 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context Examples Selection for Machine Translation | Dec 5, 2022 | In-Context LearningLanguage Modelling | CodeCode Available | 0 | 5 |
| CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation | May 23, 2023 | In-Context LearningMachine Translation | CodeCode Available | 0 | 5 |
| In-context learning and Occam's razor | Oct 17, 2024 | Data CompressionIn-Context Learning | CodeCode Available | 0 | 5 |
| Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning | Oct 14, 2024 | In-Context LearningMMLU | CodeCode Available | 0 | 5 |
| Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking | Jul 4, 2023 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 | 5 |
| Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models | Jan 13, 2025 | Image GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| In-context Continual Learning Assisted by an External Continual Learner | Dec 20, 2024 | Continual LearningIn-Context Learning | CodeCode Available | 0 | 5 |
| In Context Learning and Reasoning for Symbolic Regression with Large Language Models | Oct 22, 2024 | In-Context LearningSymbolic Regression | CodeCode Available | 0 | 5 |
| Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning | Jun 23, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning | Sep 26, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| Distilling Text Style Transfer With Self-Explanation From LLMs | Mar 2, 2024 | In-Context LearningKnowledge Distillation | —Unverified | 0 | 0 |
