| 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 |