| Target-Aware Language Modeling via Granular Data Sampling | Sep 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding | Sep 22, 2024 | Anomaly DetectionGPU | CodeCode Available | 4 |
| Backtracking Improves Generation Safety | Sep 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language | Sep 22, 2024 | Data AugmentationDenoising | —Unverified | 0 |
| Codec-SUPERB @ SLT 2024: A lightweight benchmark for neural audio codec models | Sep 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| Test Time Learning for Time Series Forecasting | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning | Sep 21, 2024 | Contrastive LearningEnvironmental Sound Classification | —Unverified | 0 |
| Loop Neural Networks for Parameter Sharing | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Survey on Large Language Model-empowered Autonomous Driving | Sep 21, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| OAEI-LLM: A Benchmark Dataset for Understanding Large Language Model Hallucinations in Ontology Matching | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Instruction Following without Instruction Tuning | Sep 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Data-centric NLP Backdoor Defense from the Lens of Memorization | Sep 21, 2024 | Backdoor Attackbackdoor defense | —Unverified | 0 |
| Probing Context Localization of Polysemous Words in Pre-trained Language Model Sub-Layers | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Role-Play Paradox in Large Language Models: Reasoning Performance Gains and Ethical Dilemmas | Sep 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Language Model Understand Word Semantics as A Chatbot? An Empirical Study of Language Model Internal External Mismatch | Sep 21, 2024 | ChatbotDecoder | —Unverified | 0 |
| Large Language Model Should Understand Pinyin for Chinese ASR Error Correction | Sep 20, 2024 | Automatic Speech RecognitionLanguage Modeling | —Unverified | 0 |
| LM-assisted keyword biasing with Aho-Corasick algorithm for Transducer-based ASR | Sep 20, 2024 | ARCAutomatic Speech Recognition | —Unverified | 0 |
| Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia | Sep 20, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Scaling Laws for Local SGD in Large Language Model Training | Sep 20, 2024 | Distributed OptimizationEdge-computing | —Unverified | 0 |
| On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists | Sep 20, 2024 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| Diabetica: Adapting Large Language Model to Enhance Multiple Medical Tasks in Diabetes Care and Management | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| CI-Bench: Benchmarking Contextual Integrity of AI Assistants on Synthetic Data | Sep 20, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Measuring Copyright Risks of Large Language Model via Partial Information Probing | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DiffEditor: Enhancing Speech Editing with Semantic Enrichment and Acoustic Consistency | Sep 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AutoVerus: Automated Proof Generation for Rust Code | Sep 19, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 2 |
| Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization | Sep 19, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Towards Interactive and Learnable Cooperative Driving Automation: a Large Language Model-Driven Decision-Making Framework | Sep 19, 2024 | Autonomous VehiclesDecision Making | CodeCode Available | 2 |
| Small Language Models are Equation Reasoners | Sep 19, 2024 | Arithmetic ReasoningKnowledge Distillation | —Unverified | 0 |
| Incremental and Data-Efficient Concept Formation to Support Masked Word Prediction | Sep 19, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| Profiling Patient Transcript Using Large Language Model Reasoning Augmentation for Alzheimer's Disease Detection | Sep 19, 2024 | Alzheimer's Disease DetectionLanguage Modeling | CodeCode Available | 0 |
| FoodPuzzle: Developing Large Language Model Agents as Flavor Scientists | Sep 19, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| LARE: Latent Augmentation using Regional Embedding with Vision-Language Model | Sep 19, 2024 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas | Sep 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization | Sep 19, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| LLMR: Knowledge Distillation with a Large Language Model-Induced Reward | Sep 19, 2024 | Dialogue GenerationKnowledge Distillation | —Unverified | 0 |
| CLAIR-A: Leveraging Large Language Models to Judge Audio Captions | Sep 19, 2024 | Audio captioningLanguage Modeling | CodeCode Available | 0 |
| Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries | Sep 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning | Sep 19, 2024 | Change DetectionDecoder | CodeCode Available | 1 |
| Preference Alignment Improves Language Model-Based TTS | Sep 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning | Sep 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning | Sep 19, 2024 | Knowledge GraphsLanguage Modeling | —Unverified | 0 |
| VERA: Validation and Enhancement for Retrieval Augmented systems | Sep 18, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| GRIN: GRadient-INformed MoE | Sep 18, 2024 | HellaSwagHumanEval | —Unverified | 0 |
| FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement | Sep 18, 2024 | Collaborative FilteringLanguage Modeling | —Unverified | 0 |
| Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resources | Sep 18, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing | Sep 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Low Frame-rate Speech Codec: a Codec Designed for Fast High-quality Speech LLM Training and Inference | Sep 18, 2024 | Audio CompressionLanguage Modeling | —Unverified | 0 |
| Takin: A Cohort of Superior Quality Zero-shot Speech Generation Models | Sep 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |