| Benchmarking Large Language Models with Integer Sequence Generation Tasks | Nov 7, 2024 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model | Nov 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering | Nov 7, 2024 | AutoMLHyperparameter Optimization | CodeCode Available | 1 |
| CUIfy the XR: An Open-Source Package to Embed LLM-powered Conversational Agents in XR | Nov 7, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Enabling LLM Knowledge Analysis via Extensive Materialization | Nov 7, 2024 | Knowledge Base ConstructionLarge Language Model | CodeCode Available | 1 |
| Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives | Nov 7, 2024 | Large Language Model | CodeCode Available | 2 |
| A Multilingual Sentiment Lexicon for Low-Resource Language Translation using Large Languages Models and Explainable AI | Nov 6, 2024 | Large Language ModelSentiment Analysis | —Unverified | 0 |
| Large Generative Model-assisted Talking-face Semantic Communication System | Nov 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Textual Decomposition Then Sub-motion-space Scattering for Open-Vocabulary Motion Generation | Nov 6, 2024 | Large Language ModelMotion Generation | —Unverified | 0 |
| Deploying Multi-task Online Server with Large Language Model | Nov 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AI Metropolis: Scaling Large Language Model-based Multi-Agent Simulation with Out-of-order Execution | Nov 5, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization | Nov 5, 2024 | HallucinationLanguage Modeling | CodeCode Available | 2 |
| [Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI | Nov 5, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| CE-CoLLM: Efficient and Adaptive Large Language Models Through Cloud-Edge Collaboration | Nov 5, 2024 | Collaborative InferenceLarge Language Model | CodeCode Available | 0 |
| Spontaneous Emergence of Agent Individuality through Social Interactions in LLM-Based Communities | Nov 5, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status | Nov 5, 2024 | Causal InferenceLanguage Modeling | —Unverified | 0 |
| Leveraging Large Language Models in Code Question Answering: Baselines and Issues | Nov 5, 2024 | Large Language ModelQuestion Answering | CodeCode Available | 0 |
| Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge | Nov 4, 2024 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| AVSS: Layer Importance Evaluation in Large Language Models via Activation Variance-Sparsity Analysis | Nov 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChatTracker: Enhancing Visual Tracking Performance via Chatting with Multimodal Large Language Model | Nov 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF | Nov 4, 2024 | Large Language ModelOut-of-Distribution Generalization | —Unverified | 0 |
| KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension | Nov 4, 2024 | Keypoint DetectionLanguage Modeling | —Unverified | 0 |
| RAGViz: Diagnose and Visualize Retrieval-Augmented Generation | Nov 4, 2024 | Answer GenerationGPU | CodeCode Available | 2 |
| Context Parallelism for Scalable Million-Token Inference | Nov 4, 2024 | GPULanguage Modeling | —Unverified | 0 |
| "Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization | Nov 4, 2024 | GPULarge Language Model | —Unverified | 0 |
| High-performance automated abstract screening with large language model ensembles | Nov 3, 2024 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? | Nov 3, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| Large Language Model Supply Chain: Open Problems From the Security Perspective | Nov 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers | Nov 3, 2024 | Ensemble LearningFeature Engineering | —Unverified | 0 |
| Can Multimodal Large Language Model Think Analogically? | Nov 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks | Nov 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Large Language Model Predict Employee Attrition? | Nov 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interacting Large Language Model Agents. Interpretable Models and Social Learning | Nov 2, 2024 | Bayesian InferenceLanguage Modeling | —Unverified | 0 |
| Leveraging Large Language Models for Code-Mixed Data Augmentation in Sentiment Analysis | Nov 1, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Enhancing AAC Software for Dysarthric Speakers in e-Health Settings: An Evaluation Using TORGO | Nov 1, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model | Nov 1, 2024 | BenchmarkingCross-Domain Named Entity Recognition | —Unverified | 0 |
| Generative Emotion Cause Explanation in Multimodal Conversations | Nov 1, 2024 | Large Language Model | CodeCode Available | 0 |
| Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models | Nov 1, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents | Nov 1, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Enhancing the Traditional Chinese Medicine Capabilities of Large Language Model through Reinforcement Learning from AI Feedback | Nov 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RadFlag: A Black-Box Hallucination Detection Method for Medical Vision Language Models | Nov 1, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering | Nov 1, 2024 | Collaborative FilteringLanguage Modeling | —Unverified | 0 |
| MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLaMo: Large Language Model-based Molecular Graph Assistant | Oct 31, 2024 | Instruction FollowingIUPAC Name Prediction | CodeCode Available | 1 |
| Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking | Oct 31, 2024 | Data AugmentationDialogue State Tracking | —Unverified | 0 |
| Thought Space Explorer: Navigating and Expanding Thought Space for Large Language Model Reasoning | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EchoNarrator: Generating natural text explanations for ejection fraction predictions | Oct 31, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Matchmaker: Self-Improving Large Language Model Programs for Schema Matching | Oct 31, 2024 | Data IntegrationLanguage Modeling | —Unverified | 0 |
| Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stereo-Talker: Audio-driven 3D Human Synthesis with Prior-Guided Mixture-of-Experts | Oct 31, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |