| UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model | Oct 8, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| InstructDET: Diversifying Referring Object Detection with Generalized Instructions | Oct 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge | Oct 8, 2023 | ARCLanguage Modeling | CodeCode Available | 1 |
| EMO: Earth Mover Distance Optimization for Auto-Regressive Language Modeling | Oct 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Chain of Natural Language Inference for Reducing Large Language Model Ungrounded Hallucinations | Oct 6, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation | Oct 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An In-Context Learning Agent for Formal Theorem-Proving | Oct 6, 2023 | Automated Theorem ProvingIn-Context Learning | CodeCode Available | 1 |
| Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization | Oct 5, 2023 | AllLanguage Modeling | CodeCode Available | 1 |
| PepMLM: Target Sequence-Conditioned Generation of Therapeutic Peptide Binders via Span Masked Language Modeling | Oct 5, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| DOMINO: A Dual-System for Multi-step Visual Language Reasoning | Oct 4, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture | Oct 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning | Oct 4, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| SEA: Sparse Linear Attention with Estimated Attention Mask | Oct 3, 2023 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation | Oct 3, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration | Oct 3, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Large Language Models for Test-Free Fault Localization | Oct 3, 2023 | Fault localizationLanguage Modeling | CodeCode Available | 1 |
| Linear Recurrent Units for Sequential Recommendation | Oct 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond | Oct 3, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving | Oct 3, 2023 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns | Oct 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CAT-LM: Training Language Models on Aligned Code And Tests | Oct 2, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning | Oct 2, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| What's the Magic Word? A Control Theory of LLM Prompting | Oct 2, 2023 | Causal Language ModelingLanguage Modeling | CodeCode Available | 1 |
| L2MAC: Large Language Model Automatic Computer for Extensive Code Generation | Oct 2, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives | Oct 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Framework for Inference Inspired by Human Memory Mechanisms | Oct 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ | Sep 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning | Sep 30, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Motif: Intrinsic Motivation from Artificial Intelligence Feedback | Sep 29, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| MotionLM: Multi-Agent Motion Forecasting as Language Modeling | Sep 28, 2023 | Autonomous VehiclesLanguage Modeling | CodeCode Available | 1 |
| AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model | Sep 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| ChatCounselor: A Large Language Models for Mental Health Support | Sep 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LogGPT: Log Anomaly Detection via GPT | Sep 25, 2023 | Anomaly DetectionLanguage Modeling | CodeCode Available | 1 |
| Speaker anonymization using neural audio codec language models | Sep 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models | Sep 23, 2023 | Code CompletionHallucination | CodeCode Available | 1 |
| GlotScript: A Resource and Tool for Low Resource Writing System Identification | Sep 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients | Sep 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AceGPT, Localizing Large Language Models in Arabic | Sep 21, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance | Sep 21, 2023 | Domain GeneralizationKnowledge Distillation | CodeCode Available | 1 |
| Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language Model | Sep 20, 2023 | ChatbotLanguage Modeling | CodeCode Available | 1 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 |
| Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering | Sep 20, 2023 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| Language Modeling Is Compression | Sep 19, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model Evaluation | Sep 19, 2023 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning | Sep 19, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 |
| InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning | Sep 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FedJudge: Federated Legal Large Language Model | Sep 15, 2023 | Continual LearningFederated Learning | CodeCode Available | 1 |
