| Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem | Sep 11, 2024 | Explanation GenerationLanguage Modelling | CodeCode Available | 0 |
| AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge | Sep 11, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| STORE: Streamlining Semantic Tokenization and Generative Recommendation with A Single LLM | Sep 11, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models | Sep 11, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model | Sep 11, 2024 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 |
| FreeRide: Harvesting Bubbles in Pipeline Parallelism | Sep 11, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Enhancing Large Language Models with Domain-Specific Knowledge: The Case in Topological Materials | Sep 10, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model | Sep 10, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review | Sep 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VoiceWukong: Benchmarking Deepfake Voice Detection | Sep 10, 2024 | BenchmarkingFace Swapping | —Unverified | 0 |
| User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study | Sep 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MIP-GAF: A MLLM-annotated Benchmark for Most Important Person Localization and Group Context Understanding | Sep 10, 2024 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| HierLLM: Hierarchical Large Language Model for Question Recommendation | Sep 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles | Sep 10, 2024 | Autonomous VehiclesLanguage Modeling | —Unverified | 0 |
| Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers | Sep 9, 2024 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Leveraging Content and Acoustic Representations for Speech Emotion Recognition | Sep 9, 2024 | Emotion RecognitionLanguage Modelling | CodeCode Available | 0 |
| Regression with Large Language Models for Materials and Molecular Property Prediction | Sep 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated Learning | Sep 9, 2024 | Federated LearningImage Captioning | —Unverified | 0 |
| DeepFM-Crispr: Prediction of CRISPR On-Target Effects via Deep Learning | Sep 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FairHome: A Fair Housing and Fair Lending Dataset | Sep 9, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Novel Idea Generation Tool using a Structured Conversational AI (CAI) System | Sep 9, 2024 | Large Language Model | —Unverified | 0 |
| TextToucher: Fine-Grained Text-to-Touch Generation | Sep 9, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| STLLM-DF: A Spatial-Temporal Large Language Model with Diffusion for Enhanced Multi-Mode Traffic System Forecasting | Sep 8, 2024 | DenoisingLanguage Modeling | —Unverified | 0 |
| Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support | Sep 6, 2024 | Answer GenerationLanguage Modeling | —Unverified | 0 |
| Sparse Rewards Can Self-Train Dialogue Agents | Sep 6, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning | Sep 6, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Confidential Computing on NVIDIA Hopper GPUs: A Performance Benchmark Study | Sep 6, 2024 | CPUGPU | —Unverified | 0 |
| Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets | Sep 6, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Multi-Programming Language Ensemble for Code Generation in Large Language Model | Sep 6, 2024 | Code GenerationHumanEval | CodeCode Available | 0 |
| GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding | Sep 6, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 |
| Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024 | Sep 5, 2024 | Information RetrievalLarge Language Model | —Unverified | 0 |
| A Fused Large Language Model for Predicting Startup Success | Sep 5, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Content Moderation by LLM: From Accuracy to Legitimacy | Sep 5, 2024 | Large Language Model | —Unverified | 0 |
| Irrelevant Alternatives Bias Large Language Model Hiring Decisions | Sep 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ISO: Overlap of Computation and Communication within Seqenence For LLM Inference | Sep 4, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Large Language Model-Based Agents for Software Engineering: A Survey | Sep 4, 2024 | AI AgentLanguage Modeling | CodeCode Available | 4 |
| Creating Domain-Specific Translation Memories for Machine Translation Fine-tuning: The TRENCARD Bilingual Cardiology Corpus | Sep 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Historical German Text Normalization Using Type- and Token-Based Language Modeling | Sep 4, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| A Medical Multimodal Large Language Model for Pediatric Pneumonia | Sep 4, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Accelerating Large Language Model Training with Hybrid GPU-based Compression | Sep 4, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Scaling Laws for Economic Productivity: Experimental Evidence in LLM-Assisted Translation | Sep 4, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Exploring Sentiment Dynamics and Predictive Behaviors in Cryptocurrency Discussions by Few-Shot Learning with Large Language Models | Sep 4, 2024 | Decision MakingFew-Shot Learning | —Unverified | 0 |
| LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata | Sep 3, 2024 | Large Language Model | CodeCode Available | 2 |
| VSLLaVA: a pipeline of large multimodal foundation model for industrial vibration signal analysis | Sep 3, 2024 | Fault DiagnosisLanguage Modeling | —Unverified | 0 |
| An Implementation of Werewolf Agent That does not Truly Trust LLMs | Sep 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Therapy as an NLP Task: Psychologists' Comparison of LLMs and Human Peers in CBT | Sep 3, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| FuzzCoder: Byte-level Fuzzing Test via Large Language Model | Sep 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Can language-guided unsupervised adaptation improve medical image classification using unpaired images and texts? | Sep 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| SmileyLlama: Modifying Large Language Models for Directed Chemical Space Exploration | Sep 3, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| Foundations of Large Language Model Compression -- Part 1: Weight Quantization | Sep 3, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |