| An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text | Aug 26, 2024 | Feature ImportanceLanguage Modeling | CodeCode Available | 0 |
| Investigating Language-Specific Calibration For Pruning Multilingual Large Language Models | Aug 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLMs are Superior Feedback Providers: Bootstrapping Reasoning for Lie Detection with Self-Generated Feedback | Aug 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing SQL Query Generation with Neurosymbolic Reasoning | Aug 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction | Aug 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Vision-Language and Large Language Model Performance in Gastroenterology: GPT, Claude, Llama, Phi, Mistral, Gemma, and Quantized Models | Aug 25, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model Empowered Spatio-Temporal Forecasting via Physics-Aware Reprogramming | Aug 24, 2024 | energy managementLanguage Modeling | —Unverified | 0 |
| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction | Aug 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving | Aug 23, 2024 | Domain AdaptationInformation Retrieval | —Unverified | 0 |
| CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition | Aug 23, 2024 | Contrastive Learningfew-shot-ner | —Unverified | 0 |
| DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction | Aug 23, 2024 | AI AgentDrug Discovery | —Unverified | 0 |
| Context-Aware Temporal Embedding of Objects in Video Data | Aug 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Plan Long-Term for Language Modeling | Aug 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting | Aug 23, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Predicting Affective States from Screen Text Sentiment | Aug 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SpeechPrompt: Prompting Speech Language Models for Speech Processing Tasks | Aug 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-tool Integration Application for Math Reasoning Using Large Language Model | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model | Aug 22, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Vintern-1B: An Efficient Multimodal Large Language Model for Vietnamese | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Implicit Sentiment Analysis Based on Chain of Thought Prompting | Aug 22, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation | Aug 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing | Aug 22, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs | Aug 22, 2024 | Fact CheckingIn-Context Learning | CodeCode Available | 0 |
| Can You Trust Your Metric? Automatic Concatenation-Based Tests for Metric Validity | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FIDAVL: Fake Image Detection and Attribution using Vision-Language Model | Aug 22, 2024 | AttributeFake Image Detection | CodeCode Available | 0 |
| Improving Speech Recognition Error Prediction for Modern and Off-the-shelf Speech Recognizers | Aug 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Estimating Contribution Quality in Online Deliberations Using a Large Language Model | Aug 21, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GeoReasoner: Reasoning On Geospatially Grounded Context For Natural Language Understanding | Aug 21, 2024 | Entity TypingLanguage Modeling | —Unverified | 0 |
| LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding | Aug 21, 2024 | Click-Through Rate PredictionContrastive Learning | —Unverified | 0 |
| EE-MLLM: A Data-Efficient and Compute-Efficient Multimodal Large Language Model | Aug 21, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Automating Thought of Search: A Journey Towards Soundness and Completeness | Aug 21, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs | Aug 21, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework | Aug 21, 2024 | geo-localizationLanguage Modeling | —Unverified | 0 |
| What are the limits of cross-lingual dense passage retrieval for low-resource languages? | Aug 21, 2024 | Answer GenerationLanguage Modeling | —Unverified | 0 |
| WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain | Aug 21, 2024 | Answer GenerationBenchmarking | —Unverified | 0 |
| Video Emotion Open-vocabulary Recognition Based on Multimodal Large Language Model | Aug 21, 2024 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| Minor SFT loss for LLM fine-tune to increase performance and reduce model deviation | Aug 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model | Aug 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Mistral-SPLADE: LLMs for better Learned Sparse Retrieval | Aug 20, 2024 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models | Aug 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Data Augmentation Integrating Dialogue Flow and Style to Adapt Spoken Dialogue Systems to Low-Resource User Groups | Aug 20, 2024 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology | Aug 20, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Large Language Model Driven Recommendation | Aug 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HMoE: Heterogeneous Mixture of Experts for Language Modeling | Aug 20, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 |
| Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles | Aug 20, 2024 | ArticlesLanguage Modeling | —Unverified | 0 |
| Analysis of Plan-based Retrieval for Grounded Text Generation | Aug 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering | Aug 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |