| Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization | Feb 28, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Language Model based Framework for New Concept Placement in Ontologies | Feb 27, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 1 |
| Stable LM 2 1.6B Technical Report | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| BASES: Large-scale Web Search User Simulation with Large Language Model based Agents | Feb 27, 2024 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Towards Optimal Learning of Language Models | Feb 27, 2024 | Data CompressionLanguage Modeling | —Unverified | 0 |
| Tower: An Open Multilingual Large Language Model for Translation-Related Tasks | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning | Feb 27, 2024 | 8kLanguage Modeling | CodeCode Available | 0 |
| Retrieval is Accurate Generation | Feb 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations | Feb 27, 2024 | AttributeLanguage Modeling | CodeCode Available | 2 |
| NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents | Feb 27, 2024 | Document ClassificationLanguage Modeling | CodeCode Available | 1 |
| A Neural Rewriting System to Solve Algorithmic Problems | Feb 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction | Feb 27, 2024 | 3D geometry3D Object Captioning | CodeCode Available | 3 |
| Large Language Model for Participatory Urban Planning | Feb 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition | Feb 27, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 3 |
| OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web | Feb 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning | Feb 26, 2024 | Data Augmentationdocument understanding | —Unverified | 0 |
| Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Long-Context Language Modeling with Parallel Context Encoding | Feb 26, 2024 | In-Context LearningInstruction Following | CodeCode Available | 2 |
| OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA) | Feb 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ESG Sentiment Analysis: comparing human and language model performance including GPT | Feb 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GROUNDHOG: Grounding Large Language Models to Holistic Segmentation | Feb 26, 2024 | Causal Language ModelingGeneralized Referring Expression Segmentation | —Unverified | 0 |
| Nemotron-4 15B Technical Report | Feb 26, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation | Feb 26, 2024 | Code Documentation GenerationCode Generation | CodeCode Available | 4 |
