| Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs | May 24, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 0 |
| RAEE: A Robust Retrieval-Augmented Early Exiting Framework for Efficient Inference | May 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation | May 24, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems | May 24, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Sparse Matrix in Large Language Model Fine-tuning | May 24, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning | May 24, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning | May 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search | May 24, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 1 |
| V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM | May 24, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| GECKO: Generative Language Model for English, Code and Korean | May 24, 2024 | kmmluLanguage Modeling | —Unverified | 0 |
| Aya 23: Open Weight Releases to Further Multilingual Progress | May 23, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct | May 23, 2024 | Class-level Code GenerationCode Completion | CodeCode Available | 4 |
| From Text to Pixel: Advancing Long-Context Understanding in MLLMs | May 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis | May 23, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Large language models can be zero-shot anomaly detectors for time series? | May 23, 2024 | Anomaly DetectionLanguage Modeling | CodeCode Available | 2 |
| Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation | May 23, 2024 | Audio GenerationDenoising | —Unverified | 0 |
| Exploring the use of a Large Language Model for data extraction in systematic reviews: a rapid feasibility study | May 23, 2024 | Causal InferenceLanguage Modeling | —Unverified | 0 |
| AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability | May 23, 2024 | cross-modal alignmentLanguage Modelling | —Unverified | 0 |
| FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models | May 23, 2024 | AI AgentDecision Making | CodeCode Available | 9 |
| CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System | May 23, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR | May 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adapting Multi-modal Large Language Model to Concept Drift From Pre-training Onwards | May 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ECLIPSE: Semantic Entropy-LCS for Cross-Lingual Industrial Log Parsing | May 22, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework | May 22, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 |
| Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian | May 22, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| ChatScene: Knowledge-Enabled Safety-Critical Scenario Generation for Autonomous Vehicles | May 22, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| AI-Assisted Assessment of Coding Practices in Modern Code Review | May 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering | May 22, 2024 | Common Sense ReasoningGraph Question Answering | —Unverified | 0 |
| Topic Classification of Case Law Using a Large Language Model and a New Taxonomy for UK Law: AI Insights into Summary Judgment | May 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| RecGPT: Generative Pre-training for Text-based Recommendation | May 21, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Context-Enhanced Video Moment Retrieval with Large Language Models | May 21, 2024 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation | May 21, 2024 | Image GenerationLanguage Modeling | CodeCode Available | 0 |
| STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents | May 20, 2024 | Conversational SearchLanguage Modeling | —Unverified | 0 |
| Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment | May 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can AI Relate: Testing Large Language Model Response for Mental Health Support | May 20, 2024 | ChatbotLanguage Modeling | CodeCode Available | 0 |
| Quantifying In-Context Reasoning Effects and Memorization Effects in LLMs | May 20, 2024 | DisentanglementLanguage Modeling | —Unverified | 0 |
| Recommender Algorithm for Supporting Self-Management of CVD Risk Factors in an Adult Population at Home | May 20, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Token-wise Influential Training Data Retrieval for Large Language Models | May 20, 2024 | CPUGPU | CodeCode Available | 1 |
| KG-RAG: Bridging the Gap Between Knowledge and Creativity | May 20, 2024 | Graph Question AnsweringInformation Retrieval | —Unverified | 0 |
| Human-Centered LLM-Agent User Interface: A Position Paper | May 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations | May 19, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| A Method on Searching Better Activation Functions | May 19, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System | May 19, 2024 | ChatbotLanguage Modeling | —Unverified | 0 |
| Automating PTSD Diagnostics in Clinical Interviews: Leveraging Large Language Models for Trauma Assessments | May 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Towards Modular LLMs by Building and Reusing a Library of LoRAs | May 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The CAP Principle for LLM Serving: A Survey of Long-Context Large Language Model Serving | May 18, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ENOVA: Autoscaling towards Cost-effective and Stable Serverless LLM Serving | May 17, 2024 | DiversityGPU | —Unverified | 0 |
| Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark | May 17, 2024 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| AudioSetMix: Enhancing Audio-Language Datasets with LLM-Assisted Augmentations | May 17, 2024 | Audio Signal ProcessingLanguage Modeling | —Unverified | 0 |
| RDRec: Rationale Distillation for LLM-based Recommendation | May 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |