| Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification | Dec 20, 2024 | In-Context Learningintent-classification | —Unverified | 0 |
| BabyHGRN: Exploring RNNs for Sample-Efficient Training of Language Models | Dec 20, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| PolySmart and VIREO @ TRECVid 2024 Ad-hoc Video Search | Dec 20, 2024 | Ad-hoc video searchLanguage Modeling | —Unverified | 0 |
| VirusT5: Harnessing Large Language Models to Predicting SARS-CoV-2 Evolution | Dec 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| From General to Specific: Tailoring Large Language Models for Personalized Healthcare | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| J-EDI QA: Benchmark for deep-sea organism-specific multimodal LLM | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GraphSeqLM: A Unified Graph Language Framework for Omic Graph Learning | Dec 20, 2024 | Data IntegrationGraph Learning | CodeCode Available | 0 |
| Continual Learning Using Only Large Language Model Prompting | Dec 20, 2024 | Continual LearningLanguage Modeling | —Unverified | 0 |
| MiniGPT-Pancreas: Multimodal Large Language Model for Pancreas Cancer Classification and Detection | Dec 20, 2024 | Cancer ClassificationChatbot | CodeCode Available | 1 |
| Frequency Is What You Need: Word-frequency Masking Benefits Vision-Language Model Pre-training | Dec 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| QUART-Online: Latency-Free Large Multimodal Language Model for Quadruped Robot Learning | Dec 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SATA: A Paradigm for LLM Jailbreak via Simple Assistive Task Linkage | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation | Dec 19, 2024 | HallucinationLanguage Modeling | —Unverified | 0 |
| VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision | Dec 19, 2024 | Autonomous DrivingLanguage Modeling | —Unverified | 0 |
| Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering | Dec 19, 2024 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| Graph-Convolutional Networks: Named Entity Recognition and Large Language Model Embedding in Document Clustering | Dec 19, 2024 | ClusteringLanguage Modeling | —Unverified | 0 |
| ConfliBERT: A Language Model for Political Conflict | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automated Root Cause Analysis System for Complex Data Products | Dec 19, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Moving Beyond LDA: A Comparison of Unsupervised Topic Modelling Techniques for Qualitative Data Analysis of Online Communities | Dec 19, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning | Dec 19, 2024 | DisentanglementLanguage Modeling | —Unverified | 0 |
| DirectorLLM for Human-Centric Video Generation | Dec 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models | Dec 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HPC-Coder-V2: Studying Code LLMs Across Low-Resource Parallel Languages | Dec 19, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study | Dec 19, 2024 | AstronomyDomain Adaptation | CodeCode Available | 0 |
| Movie2Story: A framework for understanding videos and telling stories in the form of novel text | Dec 19, 2024 | Dataset GenerationFairness | —Unverified | 0 |
| HarmonicEval: Multi-modal, Multi-task, Multi-criteria Automatic Evaluation Using a Vision Language Model | Dec 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search | Dec 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model Enhanced Recommender Systems: A Survey | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| On Enhancing Root Cause Analysis with SQL Summaries for Failures in Database Workload Replays at SAP HANA | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EscapeBench: Pushing Language Models to Think Outside the Box | Dec 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| GenX: Mastering Code and Test Generation with Execution Feedback | Dec 18, 2024 | Code GenerationData Augmentation | —Unverified | 0 |
| CAD-Assistant: Tool-Augmented VLLMs as Generic CAD Task Solvers | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM-SEM: A Sentiment-Based Student Engagement Metric Using LLMS for E-Learning Platforms | Dec 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The Reliability Paradox: Exploring How Shortcut Learning Undermines Language Model Calibration | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Structural Memory of LLM Agents | Dec 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Posterior Mean Matching: Generative Modeling through Online Bayesian Inference | Dec 17, 2024 | Bayesian InferenceImage Generation | —Unverified | 0 |
| DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation | Dec 17, 2024 | FormLanguage Modeling | CodeCode Available | 0 |
| LMUnit: Fine-grained Evaluation with Natural Language Unit Tests | Dec 17, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Core Context Aware Attention for Long Context Language Modeling | Dec 17, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| SnakModel: Lessons Learned from Training an Open Danish Large Language Model | Dec 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models | Dec 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |