| How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective | Oct 14, 2024 | Density Ratio EstimationGSM8K | CodeCode Available | 0 |
| A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets | Oct 14, 2024 | Feature ImportanceLanguage Identification | —Unverified | 0 |
| ForgeryGPT: Multimodal Large Language Model For Explainable Image Forgery Detection and Localization | Oct 14, 2024 | Explanation GenerationImage Forgery Detection | —Unverified | 0 |
| Local and Global Decoding in Text Generation | Oct 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LOBG:Less Overfitting for Better Generalization in Vision-Language Model | Oct 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies | Oct 14, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Fine-tuning the ESM2 protein language model to understand the functional impact of missense variants | Oct 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Language Model Evaluation via Matrix Nuclear-Norm | Oct 14, 2024 | Computational EfficiencyData Compression | CodeCode Available | 0 |
| A Simple Baseline for Predicting Events with Auto-Regressive Tabular Transformers | Oct 14, 2024 | Causal Language ModelingLanguage Modeling | CodeCode Available | 0 |
| Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing | Oct 14, 2024 | AllBinary Classification | —Unverified | 0 |
| LG-CAV: Train Any Concept Activation Vector with Language Guidance | Oct 14, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model Preference Evaluation with Multiple Weak Evaluators | Oct 14, 2024 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? | Oct 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Model-based Large Language Model Customization as Service | Oct 14, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning | Oct 14, 2024 | Contrastive LearningData Integration | —Unverified | 0 |
| Skill Learning Using Process Mining for Large Language Model Plan Generation | Oct 14, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| MoIN: Mixture of Introvert Experts to Upcycle an LLM | Oct 13, 2024 | GPULanguage Modeling | —Unverified | 0 |
| Collu-Bench: A Benchmark for Predicting Language Model Hallucinations in Code | Oct 13, 2024 | Code GenerationHallucination | —Unverified | 0 |
| Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles | Oct 13, 2024 | Autonomous VehiclesCode Generation | —Unverified | 0 |
| LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering | Oct 13, 2024 | Answer GenerationLanguage Modeling | —Unverified | 0 |
| Learning to Rank for Multiple Retrieval-Augmented Models through Iterative Utility Maximization | Oct 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation | Oct 13, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Adaptive Reasoning and Acting in Medical Language Agents | Oct 13, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement | Oct 12, 2024 | Code GenerationComputational Efficiency | CodeCode Available | 0 |
| Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation | Oct 12, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning | Oct 12, 2024 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| uto\!L: Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks | Oct 11, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Generation with Dynamic Vocabulary | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Efficiently Scanning and Resampling Spatio-Temporal Tasks with Irregular Observations | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language-Model-Assisted Bi-Level Programming for Reward Learning from Internet Videos | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hypothesis-only Biases in Large Language Model-Elicited Natural Language Inference | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enterprise Benchmarks for Large Language Model Evaluation | Oct 11, 2024 | BenchmarkingLanguage Model Evaluation | CodeCode Available | 0 |
| Lifelong Event Detection via Optimal Transport | Oct 11, 2024 | Event DetectionLanguage Modeling | —Unverified | 0 |
| Aerial Vision-and-Language Navigation via Semantic-Topo-Metric Representation Guided LLM Reasoning | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can a large language model be a gaslighter? | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLMD: A Large Language Model for Interpreting Longitudinal Medical Records | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ACER: Automatic Language Model Context Extension via Retrieval | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distributionally robust self-supervised learning for tabular data | Oct 11, 2024 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Emergent social conventions and collective bias in LLM populations | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MedMobile: A mobile-sized language model with expert-level clinical capabilities | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder | Oct 11, 2024 | Drug DiscoveryLanguage Modeling | —Unverified | 0 |
| The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SocialGaze: Improving the Integration of Human Social Norms in Large Language Models | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation | Oct 11, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| SimpleStrat: Diversifying Language Model Generation with Stratification | Oct 11, 2024 | DiversityLanguage Modeling | —Unverified | 0 |
| Simultaneous Reward Distillation and Preference Learning: Get You a Language Model Who Can Do Both | Oct 11, 2024 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Preferential Normalizing Flows | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective | Oct 11, 2024 | Conformal PredictionKnowledge Graphs | —Unverified | 0 |
| VLM See, Robot Do: Human Demo Video to Robot Action Plan via Vision Language Model | Oct 11, 2024 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |