| Exchangeable Sequence Models Quantify Uncertainty Over Latent Concepts | Aug 6, 2024 | Bayesian InferenceData Augmentation | —Unverified | 0 |
| Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion | Aug 6, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| Hide and Seek: Fingerprinting Large Language Models with Evolutionary Learning | Aug 6, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Generative AI as a Service in 6G Edge-Cloud: Generation Task Offloading by In-context Learning | Aug 5, 2024 | In-Context Learning | —Unverified | 0 |
| Spin glass model of in-context learning | Aug 5, 2024 | DiversityIn-Context Learning | —Unverified | 0 |
| OneLove beyond the field -- A few-shot pipeline for topic and sentiment analysis during the FIFA World Cup in Qatar | Aug 5, 2024 | In-Context LearningSentiment Analysis | —Unverified | 0 |
| Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process | Aug 4, 2024 | DiversityFew-Shot Learning | —Unverified | 0 |
| Fine-tuning multilingual language models in Twitter/X sentiment analysis: a study on Eastern-European V4 languages | Aug 4, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | CodeCode Available | 1 |
| Bridging Information Gaps in Dialogues With Grounded Exchanges Using Knowledge Graphs | Aug 2, 2024 | In-Context LearningKnowledge Graphs | CodeCode Available | 0 |
| ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models | Aug 2, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| NOLO: Navigate Only Look Once | Aug 2, 2024 | In-Context LearningNavigate | —Unverified | 0 |
| Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control | Aug 1, 2024 | Deep Reinforcement LearningIn-Context Learning | —Unverified | 0 |
| Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models | Aug 1, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 1 |
| In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation | Aug 1, 2024 | DiversityIn-Context Learning | CodeCode Available | 0 |
| Adversarial Text Rewriting for Text-aware Recommender Systems | Aug 1, 2024 | Adversarial TextIn-Context Learning | CodeCode Available | 1 |
| QUITO: Accelerating Long-Context Reasoning through Query-Guided Context Compression | Aug 1, 2024 | In-Context Learning | CodeCode Available | 1 |
| Intermittent Semi-working Mask: A New Masking Paradigm for LLMs | Aug 1, 2024 | In-Context Learning | —Unverified | 0 |
| Distributed In-Context Learning under Non-IID Among Clients | Jul 31, 2024 | In-Context Learning | —Unverified | 0 |
| Chat2Layout: Interactive 3D Furniture Layout with a Multimodal LLM | Jul 31, 2024 | In-Context LearningLayout Design | —Unverified | 0 |
| Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective | Jul 30, 2024 | Common Sense ReasoningIn-Context Learning | —Unverified | 0 |
| SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition | Jul 30, 2024 | In-Context LearningMulti-Label Image Recognition | —Unverified | 0 |
| CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge | Jul 30, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| SceneTeller: Language-to-3D Scene Generation | Jul 30, 2024 | In-Context LearningScene Generation | —Unverified | 0 |
| AgEval: A Benchmark for Zero-Shot and Few-Shot Plant Stress Phenotyping with Multimodal LLMs | Jul 29, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
