| From Distributional to Overton Pluralism: Investigating Large Language Model Alignment | Jun 25, 2024 | DiversityLanguage Modeling | CodeCode Available | 0 |
| A Comprehensive Solution to Connect Speech Encoder and Large Language Model for ASR | Jun 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Tool Retrieval with Iterative Feedback from Large Language Models | Jun 25, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale | Jun 25, 2024 | ARCLanguage Modeling | CodeCode Available | 1 |
| CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph | Jun 25, 2024 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks | Jun 25, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment | Jun 25, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels | Jun 25, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients | Jun 25, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Human-Object Interaction from Human-Level Instructions | Jun 25, 2024 | Common Sense ReasoningHuman-Object Interaction Detection | —Unverified | 0 |
| TRAWL: Tensor Reduced and Approximated Weights for Large Language Models | Jun 25, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training | Jun 25, 2024 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Classification of Geological Borehole Descriptions Using a Domain Adapted Large Language Model | Jun 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| tcrLM: a lightweight protein language model for predicting T cell receptor and epitope binding specificity | Jun 24, 2024 | DiversityLanguage Modeling | CodeCode Available | 0 |
| C-LLM: Learn to Check Chinese Spelling Errors Character by Character | Jun 24, 2024 | Chinese Spell CheckingLanguage Modeling | CodeCode Available | 1 |
| DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution | Jun 24, 2024 | Image RestorationImage Super-Resolution | CodeCode Available | 1 |
| UniCoder: Scaling Code Large Language Model via Universal Code | Jun 24, 2024 | Code GenerationCode Translation | —Unverified | 0 |
| Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model | Jun 24, 2024 | Answer GenerationInformation Retrieval | —Unverified | 0 |
| Guardrails for avoiding harmful medical product recommendations and off-label promotion in generative AI models | Jun 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RES-Q: Evaluating Code-Editing Large Language Model Systems at the Repository Scale | Jun 24, 2024 | Code GenerationHumanEval | CodeCode Available | 1 |
| OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer | Jun 24, 2024 | AI AgentLarge Language Model | CodeCode Available | 2 |
| EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and Voting | Jun 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Alignment via Nash-learning and Adaptive feedback | Jun 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MR-MLLM: Mutual Reinforcement of Multimodal Comprehension and Vision Perception | Jun 22, 2024 | Common Sense ReasoningLanguage Modelling | —Unverified | 0 |
| video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models | Jun 22, 2024 | DiversityLanguage Modeling | CodeCode Available | 0 |
| Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis | Jun 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Automated radiotherapy treatment planning guided by GPT-4Vision | Jun 21, 2024 | In-Context LearningLanguage Modelling | —Unverified | 0 |
| Open-Vocabulary Temporal Action Localization using Multimodal Guidance | Jun 21, 2024 | Action LocalizationLanguage Modelling | —Unverified | 0 |
| Inferring Pluggable Types with Machine Learning | Jun 21, 2024 | 16kLanguage Modeling | —Unverified | 0 |
| LLM2FEA: Discover Novel Designs with Generative Evolutionary Multitasking | Jun 21, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Autonomous Agents for Collaborative Task under Information Asymmetry | Jun 21, 2024 | Language ModellingLarge Language Model | CodeCode Available | 14 |
| MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression | Jun 21, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis | Jun 21, 2024 | AI AgentAutoML | CodeCode Available | 2 |
| A LLM-Based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation | Jun 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Safely Learning with Private Data: A Federated Learning Framework for Large Language Model | Jun 21, 2024 | Federated LearningLanguage Modeling | CodeCode Available | 1 |
| InternLM-Law: An Open Source Chinese Legal Large Language Model | Jun 21, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines | Jun 20, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning | Jun 20, 2024 | Autonomous NavigationHeuristic Search | CodeCode Available | 2 |
| SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors | Jun 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering | Jun 20, 2024 | Knowledge Base Question AnsweringLanguage Modelling | —Unverified | 0 |
| MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate | Jun 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Large Language Model Outperforms Other Computational Approaches to the High-Throughput Phenotyping of Physician Notes | Jun 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Factual Dialogue Summarization via Learning from Large Language Models | Jun 20, 2024 | Contrastive LearningData Augmentation | —Unverified | 0 |
| Advantage Alignment Algorithms | Jun 20, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| SPL: A Socratic Playground for Learning Powered by Large Language Model | Jun 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling Human Subjectivity in LLMs Using Explicit and Implicit Human Factors in Personas | Jun 20, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors | Jun 20, 2024 | 16kInstruction Following | CodeCode Available | 1 |
| Asynchronous Large Language Model Enhanced Planner for Autonomous Driving | Jun 20, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 2 |
| Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation | Jun 20, 2024 | GSM8KLanguage Model Evaluation | CodeCode Available | 0 |
| Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs | Jun 20, 2024 | Language ModellingLarge Language Model | CodeCode Available | 1 |