| State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving | Dec 29, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DrugAssist: A Large Language Model for Molecule Optimization | Dec 28, 2023 | Drug DiscoveryLanguage Modeling | CodeCode Available | 1 |
| Language Model as an Annotator: Unsupervised Context-aware Quality Phrase Generation | Dec 28, 2023 | InformativenessLanguage Modeling | —Unverified | 0 |
| Virtual Scientific Companion for Synchrotron Beamlines: A Prototype | Dec 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Generate Text in Arbitrary Writing Styles | Dec 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Androids Know They're Only Dreaming of Electric Sheep? | Dec 28, 2023 | HallucinationHallucination Evaluation | —Unverified | 0 |
| LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model | Dec 28, 2023 | Instance SegmentationLanguage Modeling | CodeCode Available | 4 |
| TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones | Dec 28, 2023 | Computational EfficiencyImage Captioning | CodeCode Available | 3 |
| On the rate of convergence of an over-parametrized Transformer classifier learned by gradient descent | Dec 28, 2023 | ChatbotLanguage Modeling | —Unverified | 0 |
| MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices | Dec 28, 2023 | AutoMLCPU | CodeCode Available | 3 |
| Towards Auto-Modeling of Formal Verification for NextG Protocols: A Multimodal cross- and self-attention Large Language Model Approach | Dec 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model | Dec 28, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation | Dec 28, 2023 | GSM8KLanguage Model Evaluation | CodeCode Available | 1 |
| PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation | Dec 27, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automating Knowledge Acquisition for Content-Centric Cognitive Agents Using LLMs | Dec 27, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Large Language Model-based Computational Approach to Improve Identity-Related Write-Ups | Dec 27, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation | Dec 26, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph | Dec 26, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| A bi-objective ε-constrained framework for quality-cost optimization in language model ensembles | Dec 26, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems | Dec 25, 2023 | AttributeIncremental Learning | CodeCode Available | 0 |
| A Split-and-Privatize Framework for Large Language Model Fine-Tuning | Dec 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PersianLLaMA: Towards Building First Persian Large Language Model | Dec 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation | Dec 24, 2023 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Fairness-Aware Structured Pruning in Transformers | Dec 24, 2023 | FairnessLanguage Modeling | CodeCode Available | 0 |
| An Explainable AI Approach to Large Language Model Assisted Causal Model Auditing and Development | Dec 23, 2023 | Causal InferenceEpidemiology | —Unverified | 0 |
| Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference | Dec 23, 2023 | GPUHigh-Level Synthesis | CodeCode Available | 2 |
| Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems | Dec 23, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling | Dec 23, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| Large Language Models as Zero-Shot Keyphrase Extractors: A Preliminary Empirical Study | Dec 23, 2023 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 |
| Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue | Dec 23, 2023 | AttributeLanguage Modeling | —Unverified | 0 |
| Personalized Large Language Model Assistant with Evolving Conditional Memory | Dec 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Empowering Working Memory for Large Language Model Agents | Dec 22, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Model (LLM) Bias Index -- LLMBI | Dec 22, 2023 | Bias DetectionFairness | —Unverified | 0 |
| Language Model is a Branch Predictor for Simultaneous Machine Translation | Dec 22, 2023 | CPULanguage Modeling | CodeCode Available | 0 |
| Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion | Dec 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Developing Interactive Tourism Planning: A Dialogue Robot System Powered by a Large Language Model | Dec 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Shai: A large language model for asset management | Dec 21, 2023 | Asset ManagementLanguage Modeling | —Unverified | 0 |
| LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding | Dec 21, 2023 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| How to Prune Your Language Model: Recovering Accuracy on the "Sparsity May Cry'' Benchmark | Dec 21, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| AsyncMLD: Asynchronous Multi-LLM Framework for Dialogue Recommendation System | Dec 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Speech Translation with Large Language Models: An Industrial Practice | Dec 21, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploiting Novel GPT-4 APIs | Dec 21, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploiting Contextual Target Attributes for Target Sentiment Classification | Dec 21, 2023 | AttributeClassification | —Unverified | 0 |
| LingoQA: Visual Question Answering for Autonomous Driving | Dec 21, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| VideoPoet: A Large Language Model for Zero-Shot Video Generation | Dec 21, 2023 | DecoderLanguage Modeling | —Unverified | 0 |
| ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Time is Encoded in the Weights of Finetuned Language Models | Dec 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines | Dec 20, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MonoCoder: Domain-Specific Code Language Model for HPC Codes and Tasks | Dec 20, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| Cached Transformers: Improving Transformers with Differentiable Memory Cache | Dec 20, 2023 | image-classificationImage Classification | CodeCode Available | 1 |