| UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation | May 31, 2024 | In-Context Learning | CodeCode Available | 0 |
| SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA | Oct 10, 2023 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Evaluating Cell Type Inference in Vision Language Models Under Varying Visual Context | Jun 15, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation | Feb 16, 2025 | In-Context Learning | CodeCode Available | 0 |
| Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs | Dec 27, 2024 | In-Context Learning | CodeCode Available | 0 |
| Confidence Estimation for Error Detection in Text-to-SQL Systems | Jan 16, 2025 | DecoderIn-Context Learning | CodeCode Available | 0 |
| In-Context Principle Learning from Mistakes | Feb 8, 2024 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention | Mar 17, 2025 | In-Context Learning | CodeCode Available | 0 |
| MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning | Mar 11, 2024 | DecoderIn-Context Learning | CodeCode Available | 0 |
| MenuCraft: Interactive Menu System Design with Large Language Models | Mar 8, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Concept-aware Training Improves In-context Learning Ability of Language Models | May 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning with Hypothesis-Class Guidance | Feb 27, 2025 | In-Context Learning | CodeCode Available | 0 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |
| Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching | Jun 5, 2025 | In-Context Learning | CodeCode Available | 0 |
| Meta-in-context learning in large language models | May 22, 2023 | In-Context LearningMulti-Armed Bandits | CodeCode Available | 0 |
| Comprehensive Evaluation and Insights into the Use of Large Language Models in the Automation of Behavior-Driven Development Acceptance Test Formulation | Mar 22, 2024 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Complementary Explanations for Effective In-Context Learning | Nov 25, 2022 | In-Context Learning | CodeCode Available | 0 |
| In-context Learning in Presence of Spurious Correlations | Oct 4, 2024 | In-Context LearningMemorization | CodeCode Available | 0 |
| Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems | Oct 19, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| In-Context Learning Learns Label Relationships but Is Not Conventional Learning | Jul 23, 2023 | In-Context Learning | CodeCode Available | 0 |
| The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation | Mar 15, 2024 | In-Context LearningSequential Recommendation | CodeCode Available | 0 |
| In-Context Learning Improves Compositional Understanding of Vision-Language Models | Jul 22, 2024 | In-Context Learning | CodeCode Available | 0 |
| In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax | Nov 13, 2023 | In-Context LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| Selective Demonstrations for Cross-domain Text-to-SQL | Oct 10, 2023 | In-Context LearningText to SQL | CodeCode Available | 0 |
| Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue | Nov 13, 2023 | Dialogue GenerationIn-Context Learning | CodeCode Available | 0 |
