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Language Modeling

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TitleStatusHype
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge GraphCode2
Drive Like a Human: Rethinking Autonomous Driving with Large Language ModelsCode2
Generating Benchmarks for Factuality Evaluation of Language ModelsCode2
GPT4RoI: Instruction Tuning Large Language Model on Region-of-InterestCode2
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?Code2
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information RetrievalCode2
BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained TransformerCode2
Towards Language Models That Can See: Computer Vision Through the LENS of Natural LanguageCode2
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language ModelsCode2
RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote SensingCode2
XrayGPT: Chest Radiographs Summarization using Medical Vision-Language ModelsCode2
Valley: Video Assistant with Large Language model Enhanced abilitYCode2
K2: A Foundation Language Model for Geoscience Knowledge Understanding and UtilizationCode2
RETA-LLM: A Retrieval-Augmented Large Language Model ToolkitCode2
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for FinanceCode2
Inference-Time Intervention: Eliciting Truthful Answers from a Language ModelCode2
User Behavior Simulation with Large Language Model based AgentsCode2
Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingCode2
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instructionCode2
Blockwise Parallel Transformer for Large Context ModelsCode2
KoSBi: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model ApplicationCode2
Language Models Can Improve Event Prediction by Few-Shot Abductive ReasoningCode2
ExpertPrompting: Instructing Large Language Models to be Distinguished ExpertsCode2
Adapting Language Models to Compress ContextsCode2
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-trainingCode2
Improving Factuality and Reasoning in Language Models through Multiagent DebateCode2
Training Diffusion Models with Reinforcement LearningCode2
Pengi: An Audio Language Model for Audio TasksCode2
Instruct2Act: Mapping Multi-modality Instructions to Robotic Actions with Large Language ModelCode2
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI FeedbackCode2
DoReMi: Optimizing Data Mixtures Speeds Up Language Model PretrainingCode2
StructGPT: A General Framework for Large Language Model to Reason over Structured DataCode2
Large Language Model Guided Tree-of-ThoughtCode2
How to Index Item IDs for Recommendation Foundation ModelsCode2
Huatuo-26M, a Large-scale Chinese Medical QA DatasetCode2
TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with RecommendationCode2
PMC-LLaMA: Towards Building Open-source Language Models for MedicineCode2
Scaling Transformer to 1M tokens and beyond with RMTCode2
WinCLIP: Zero-/Few-Shot Anomaly Classification and SegmentationCode2
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and GenerationCode2
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person RetrievalCode2
Implicit Neural Representation for Cooperative Low-light Image EnhancementCode2
Large Language Model Instruction Following: A Survey of Progresses and ChallengesCode2
Stabilizing Transformer Training by Preventing Attention Entropy CollapseCode2
PaLM-E: An Embodied Multimodal Language ModelCode2
OpenICL: An Open-Source Framework for In-context LearningCode2
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video CaptioningCode2
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural NetworksCode2
Language Model Crossover: Variation through Few-Shot PromptingCode2
Hyena Hierarchy: Towards Larger Convolutional Language ModelsCode2
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