| Investigating the Synergistic Effects of Dropout and Residual Connections on Language Model Training | Oct 1, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| LASMP: Language Aided Subset Sampling Based Motion Planner | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model | Oct 1, 2024 | AllLanguage Modeling | —Unverified | 0 |
| Khattat: Enhancing Readability and Concept Representation of Semantic Typography | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation | Oct 1, 2024 | DescriptiveInductive Bias | —Unverified | 0 |
| Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ViDAS: Vision-based Danger Assessment and Scoring | Oct 1, 2024 | Fixed Few Shot PromptingFixed Few Shot Prompting Danger Assessment | —Unverified | 0 |
| Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| PclGPT: A Large Language Model for Patronizing and Condescending Language Detection | Oct 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Removing Distributional Discrepancies in Captions Improves Image-Text Alignment | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| "Show Me What's Wrong!": Combining Charts and Text to Guide Data Analysis | Oct 1, 2024 | Fraud DetectionLanguage Modeling | —Unverified | 0 |
| Optimizing Token Usage on Large Language Model Conversations Using the Design Structure Matrix | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ScVLM: Enhancing Vision-Language Model for Safety-Critical Event Understanding | Oct 1, 2024 | Contrastive LearningHallucination | CodeCode Available | 0 |
| ReXplain: Translating Radiology into Patient-Friendly Video Reports | Oct 1, 2024 | AnatomyImage Segmentation | —Unverified | 0 |
| Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis | Oct 1, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective | Oct 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Preserving Generalization of Language models in Few-shot Continual Relation Extraction | Oct 1, 2024 | Continual Relation ExtractionLanguage Modeling | CodeCode Available | 0 |
| Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Human Preference Learning | Sep 30, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection | Sep 30, 2024 | Anomaly DetectionLanguage Modeling | —Unverified | 0 |
| SSR: Alignment-Aware Modality Connector for Speech Language Models | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Knowledge-Informed Large Language Model Framework for U.S. Nuclear Power Plant Shutdown Initiating Event Classification for Probabilistic Risk Assessment | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LaMMA-P: Generalizable Multi-Agent Long-Horizon Task Allocation and Planning with LM-Driven PDDL Planner | Sep 30, 2024 | Heuristic SearchLanguage Modeling | —Unverified | 0 |
| Adversarial Examples for DNA Classification | Sep 29, 2024 | ClassificationLanguage Modeling | —Unverified | 0 |
| Learning Attentional Mixture of LoRAs for Language Model Continual Learning | Sep 29, 2024 | Continual LearningLanguage Modeling | —Unverified | 0 |
| The Crucial Role of Samplers in Online Direct Preference Optimization | Sep 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization | Sep 29, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization | Sep 29, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generation | Sep 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Scrambled text: training Language Models to correct OCR errors using synthetic data | Sep 29, 2024 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| See Where You Read with Eye Gaze Tracking and Large Language Model | Sep 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks | Sep 28, 2024 | Knowledge TracingLanguage Modeling | CodeCode Available | 0 |
| Secret Use of Large Language Model (LLM) | Sep 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models | Sep 28, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Investigating the Impact of Text Summarization on Topic Modeling | Sep 28, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Analyzing and Mitigating Inconsistency in Discrete Audio Tokens for Neural Codec Language Models | Sep 28, 2024 | Audio GenerationLanguage Modeling | —Unverified | 0 |
| Exploring Language Model Generalization in Low-Resource Extractive QA | Sep 27, 2024 | Domain GeneralizationExtractive Question-Answering | CodeCode Available | 0 |
| Image-guided topic modeling for interpretable privacy classification | Sep 27, 2024 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Align^2LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation | Sep 27, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 0 |
| Evidence Is All You Need: Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria | Sep 27, 2024 | AllDiagnostic | CodeCode Available | 0 |
| Code Vulnerability Repair with Large Language Model using Context-Aware Prompt Tuning | Sep 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Confidential Prompting: Protecting User Prompts from Cloud LLM Providers | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multimodal Markup Document Models for Graphic Design Completion | Sep 27, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| SciDFM: A Large Language Model with Mixture-of-Experts for Science | Sep 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Show and Guide: Instructional-Plan Grounded Vision and Language Model | Sep 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| On the Power of Decision Trees in Auto-Regressive Language Modeling | Sep 27, 2024 | Computational EfficiencyDiversity | —Unverified | 0 |
| Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness | Sep 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |