| Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph | Jul 15, 2023 | HallucinationKnowledge Graphs | CodeCode Available | 2 |
| Drive Like a Human: Rethinking Autonomous Driving with Large Language Models | Jul 14, 2023 | Autonomous DrivingCommon Sense Reasoning | CodeCode Available | 2 |
| Generating Benchmarks for Factuality Evaluation of Language Models | Jul 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest | Jul 7, 2023 | AttributeCommon Sense Reasoning | CodeCode Available | 2 |
| What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? | Jul 5, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval | Jul 2, 2023 | Biomedical Information RetrievalContrastive Learning | CodeCode Available | 2 |
| BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer | Jul 1, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language | Jun 28, 2023 | DescriptiveLanguage Modeling | CodeCode Available | 2 |
| MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models | Jun 23, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing | Jun 20, 2023 | Cross-Modal RetrievalImage Retrieval | CodeCode Available | 2 |
| XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models | Jun 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Valley: Video Assistant with Large Language model Enhanced abilitY | Jun 12, 2023 | Action RecognitionInstruction Following | CodeCode Available | 2 |
| PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance | Jun 8, 2023 | Conversational Question AnsweringLanguage Modeling | CodeCode Available | 2 |
| RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit | Jun 8, 2023 | Answer GenerationFact Checking | CodeCode Available | 2 |
| K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization | Jun 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Inference-Time Intervention: Eliciting Truthful Answers from a Language Model | Jun 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| User Behavior Simulation with Large Language Model based Agents | Jun 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Fine-Grained Human Feedback Gives Better Rewards for Language Model Training | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction | May 30, 2023 | Image GenerationInstruction Following | CodeCode Available | 2 |
| Blockwise Parallel Transformer for Large Context Models | May 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Application | May 28, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning | May 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| ExpertPrompting: Instructing Large Language Models to be Distinguished Experts | May 24, 2023 | In-Context LearningInstruction Following | CodeCode Available | 2 |
| Adapting Language Models to Compress Contexts | May 24, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| Improving Factuality and Reasoning in Language Models through Multiagent Debate | May 23, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 2 |