| Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments | Jun 17, 2024 | FairnessLanguage Modeling | CodeCode Available | 1 |
| MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model | Jun 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large language model validity via enhanced conformal prediction methods | Jun 14, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data | Jun 14, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models | Jun 14, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Large Language Model Unlearning via Embedding-Corrupted Prompts | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Scaling Large Language Model-based Multi-Agent Collaboration | Jun 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| VersiCode: Towards Version-controllable Code Generation | Jun 11, 2024 | Code CompletionCode Generation | CodeCode Available | 1 |
| Soundscape Captioning using Sound Affective Quality Network and Large Language Model | Jun 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Fine-tuning Dataset and Benchmark for Large Language Models for Protein Understanding | Jun 8, 2024 | DescriptiveLanguage Modelling | CodeCode Available | 1 |
| Revisiting Catastrophic Forgetting in Large Language Model Tuning | Jun 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering | Jun 7, 2024 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs | Jun 5, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Queue management for slo-oriented large language model serving | Jun 5, 2024 | BlockingGPU | CodeCode Available | 1 |
| PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection | Jun 4, 2024 | Federated LearningLarge Language Model | CodeCode Available | 1 |
| LlamaCare: A Large Medical Language Model for Enhancing Healthcare Knowledge Sharing | Jun 4, 2024 | ClassificationGPU | CodeCode Available | 1 |
| VIP: Versatile Image Outpainting Empowered by Multimodal Large Language Model | Jun 3, 2024 | Image OutpaintingLanguage Modeling | CodeCode Available | 1 |
| VerilogReader: LLM-Aided Hardware Test Generation | Jun 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Inverse Constitutional AI: Compressing Preferences into Principles | Jun 2, 2024 | ChatbotLanguage Modelling | CodeCode Available | 1 |
| InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation | Jun 1, 2024 | feature selectionLanguage Modeling | CodeCode Available | 1 |
| HonestLLM: Toward an Honest and Helpful Large Language Model | Jun 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model | May 30, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach | May 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints | May 29, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Voice Jailbreak Attacks Against GPT-4o | May 29, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| LLM experiments with simulation: Large Language Model Multi-Agent System for Simulation Model Parametrization in Digital Twins | May 28, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| SLMRec: Distilling Large Language Models into Small for Sequential Recommendation | May 28, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders | May 27, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Video Enriched Retrieval Augmented Generation Using Aligned Video Captions | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| Finetuning Large Language Model for Personalized Ranking | May 25, 2024 | Explainable RecommendationLanguage Modeling | CodeCode Available | 1 |
| M^3GPT: An Advanced Multimodal, Multitask Framework for Motion Comprehension and Generation | May 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization | May 24, 2024 | ClassificationFederated Learning | CodeCode Available | 1 |
| ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users | May 24, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search | May 24, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 1 |
| Sparse Matrix in Large Language Model Fine-tuning | May 24, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| From Text to Pixel: Advancing Long-Context Understanding in MLLMs | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RecGPT: Generative Pre-training for Text-based Recommendation | May 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Token-wise Influential Training Data Retrieval for Large Language Models | May 20, 2024 | CPUGPU | CodeCode Available | 1 |
| RDRec: Rationale Distillation for LLM-based Recommendation | May 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Spectral Editing of Activations for Large Language Model Alignment | May 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring | May 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rank-DistiLLM: Closing the Effectiveness Gap Between Cross-Encoders and LLMs for Passage Re-Ranking | May 13, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application | May 7, 2024 | Collaborative FilteringLanguage Modeling | CodeCode Available | 1 |
| Mozart's Touch: A Lightweight Multi-modal Music Generation Framework Based on Pre-Trained Large Models | May 5, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| EDA Corpus: A Large Language Model Dataset for Enhanced Interaction with OpenROAD | May 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CoS: Enhancing Personalization and Mitigating Bias with Context Steering | May 2, 2024 | Bayesian InferenceLanguage Modelling | CodeCode Available | 1 |
| BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine | May 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distillation Matters: Empowering Sequential Recommenders to Match the Performance of Large Language Model | May 1, 2024 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3 | May 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |