| In-Context Explainers: Harnessing LLMs for Explaining Black Box Models | Oct 9, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Lightweight In-Context Tuning for Multimodal Unified Models | Oct 8, 2023 | Image CaptioningIn-Context Learning | —Unverified | 0 |
| In-Context Convergence of Transformers | Oct 8, 2023 | In-Context Learning | —Unverified | 0 |
| Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements | Oct 8, 2023 | Empathetic Response GenerationIn-Context Learning | CodeCode Available | 0 |
| Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models | Oct 8, 2023 | Claim VerificationDecision Making | CodeCode Available | 1 |
| Guideline Learning for In-context Information Extraction | Oct 8, 2023 | Active LearningEvent Extraction | —Unverified | 0 |
| Improving the Reliability of Large Language Models by Leveraging Uncertainty-Aware In-Context Learning | Oct 7, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Uncovering Model Processing Strategies with Non-Negative Per-Example Fisher Factorization | Oct 7, 2023 | Dictionary LearningIn-Context Learning | —Unverified | 0 |
| The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning | Oct 7, 2023 | In-Context Learning | —Unverified | 0 |
| Ada-Instruct: Adapting Instruction Generators for Complex Reasoning | Oct 6, 2023 | Code CompletionIn-Context Learning | CodeCode Available | 1 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 |
| An In-Context Learning Agent for Formal Theorem-Proving | Oct 6, 2023 | Automated Theorem ProvingIn-Context Learning | CodeCode Available | 1 |
| Fine-tune Language Models to Approximate Unbiased In-context Learning | Oct 5, 2023 | In-Context Learning | —Unverified | 0 |
| Procedural Text Mining with Large Language Models | Oct 5, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 0 |
| Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions | Oct 4, 2023 | In-Context Learning | —Unverified | 0 |
| DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning | Oct 4, 2023 | Dimensionality ReductionIn-Context Learning | CodeCode Available | 1 |
| Improving Automatic VQA Evaluation Using Large Language Models | Oct 4, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| How FaR Are Large Language Models From Agents with Theory-of-Mind? | Oct 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| GraphText: Graph Reasoning in Text Space | Oct 2, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models | Oct 2, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning | Oct 1, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method | Sep 30, 2023 | Claim VerificationFact Verification | CodeCode Available | 1 |
| Understanding In-Context Learning from Repetitions | Sep 30, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models | Sep 30, 2023 | In-Context LearningReading Comprehension | —Unverified | 0 |
