| Grimoire is All You Need for Enhancing Large Language Models | Jan 7, 2024 | AllIn-Context Learning | CodeCode Available | 2 |
| Human-Instruction-Free LLM Self-Alignment with Limited Samples | Jan 6, 2024 | In-Context LearningInstruction Following | —Unverified | 0 |
| Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task | Jan 5, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks | Jan 5, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| MobileAgent: enhancing mobile control via human-machine interaction and SOP integration | Jan 4, 2024 | In-Context Learning | CodeCode Available | 1 |
| DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models | Jan 4, 2024 | In-Context LearningTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| On Scaling Up a Multilingual Vision and Language Model | Jan 1, 2024 | document understandingIn-Context Learning | —Unverified | 0 |
| LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models | Jan 1, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| The Earth is Flat? Unveiling Factual Errors in Large Language Models | Jan 1, 2024 | In-Context LearningMultiple-choice | —Unverified | 0 |
| A Computational Framework for Behavioral Assessment of LLM Therapists | Jan 1, 2024 | In-Context Learning | CodeCode Available | 1 |
| Overview of the PromptCBLUE Shared Task in CHIP2023 | Dec 29, 2023 | In-Context Learning | CodeCode Available | 2 |
| Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos | Dec 28, 2023 | DenoisingIn-Context Learning | —Unverified | 0 |
| Improving In-context Learning via Bidirectional Alignment | Dec 28, 2023 | In-Context Learning | —Unverified | 0 |
| How Robust are LLMs to In-Context Majority Label Bias? | Dec 27, 2023 | In-Context Learningtext-classification | —Unverified | 0 |
| Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation | Dec 26, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Supervised Knowledge Makes Large Language Models Better In-context Learners | Dec 26, 2023 | In-Context LearningNatural Language Understanding | CodeCode Available | 0 |
| RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation | Dec 26, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data | Dec 25, 2023 | In-Context Learning | —Unverified | 0 |
| On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning | Dec 21, 2023 | In-Context Learning | CodeCode Available | 0 |
| Generative Multimodal Models are In-Context Learners | Dec 20, 2023 | In-Context LearningPersonalized Image Generation | CodeCode Available | 3 |
| Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest | Dec 20, 2023 | BenchmarkingIn-Context Learning | —Unverified | 0 |
| Fine-tuning Large Language Models for Adaptive Machine Translation | Dec 20, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| RealGen: Retrieval Augmented Generation for Controllable Traffic Scenarios | Dec 19, 2023 | Autonomous VehiclesIn-Context Learning | —Unverified | 0 |
| Can Transformers Learn Sequential Function Classes In Context? | Dec 19, 2023 | In-Context Learning | —Unverified | 0 |
| DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation | Dec 18, 2023 | In-Context LearningRecommendation Systems | —Unverified | 0 |
