| AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents | Mar 13, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship Classification | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Boosting Disfluency Detection with Large Language Model as Disfluency Generator | Mar 13, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Learning to Describe for Predicting Zero-shot Drug-Drug Interactions | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Is Context Helpful for Chat Translation Evaluation? | Mar 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation | Mar 13, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Generative Pretrained Structured Transformers: Unsupervised Syntactic Language Models at Scale | Mar 13, 2024 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 2 |
| SMART: Submodular Data Mixture Strategy for Instruction Tuning | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model | Mar 13, 2024 | General KnowledgeInstruction Following | CodeCode Available | 2 |
| SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization | Mar 13, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Masked Generative Story Transformer with Character Guidance and Caption Augmentation | Mar 13, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments | Mar 13, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking | Mar 12, 2024 | Depression DetectionLanguage Modeling | —Unverified | 0 |
| Efficient Language Model Architectures for Differentially Private Federated Learning | Mar 12, 2024 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| Rethinking Generative Large Language Model Evaluation for Semantic Comprehension | Mar 12, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions | Mar 12, 2024 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| BAGEL: Bootstrapping Agents by Guiding Exploration with Language | Mar 12, 2024 | In-Context Learning | —Unverified | 0 |
| TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection | Mar 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation | Mar 12, 2024 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression | Mar 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Beyond Text: Frozen Large Language Models in Visual Signal Comprehension | Mar 12, 2024 | DeblurringDecoder | CodeCode Available | 2 |
| Towards Zero-shot Human-Object Interaction Detection via Vision-Language Integration | Mar 12, 2024 | DecoderHuman-Object Interaction Detection | —Unverified | 0 |
| Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning | Mar 12, 2024 | Continual LearningFine-Grained Image Classification | CodeCode Available | 0 |
| VLKEB: A Large Vision-Language Model Knowledge Editing Benchmark | Mar 12, 2024 | knowledge editingLanguage Modeling | CodeCode Available | 2 |
| Knowledge Graph Large Language Model (KG-LLM) for Link Prediction | Mar 12, 2024 | In-Context LearningKnowledge Graphs | —Unverified | 0 |
| LLMvsSmall Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model | Mar 12, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| generAItor: Tree-in-the-Loop Text Generation for Language Model Explainability and Adaptation | Mar 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks? | Mar 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| The future of document indexing: GPT and Donut revolutionize table of content processing | Mar 12, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chronos: Learning the Language of Time Series | Mar 12, 2024 | Gaussian ProcessesLanguage Modeling | CodeCode Available | 7 |
| Characterization of Large Language Model Development in the Datacenter | Mar 12, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| Prompt Selection and Augmentation for Few Examples Code Generation in Large Language Model and its Application in Robotics Control | Mar 11, 2024 | Code GenerationDiversity | —Unverified | 0 |
| (N,K)-Puzzle: A Cost-Efficient Testbed for Benchmarking Reinforcement Learning Algorithms in Generative Language Model | Mar 11, 2024 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Mapping High-level Semantic Regions in Indoor Environments without Object Recognition | Mar 11, 2024 | Graph GenerationLanguage Modeling | —Unverified | 0 |
| Development of a Reliable and Accessible Caregiving Language Model (CaLM) | Mar 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System | Mar 11, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model | Mar 11, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| From English to ASIC: Hardware Implementation with Large Language Model | Mar 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation | Mar 11, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 3 |
| FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font Applications | Mar 11, 2024 | AttributeDescriptive | CodeCode Available | 1 |
| Large Model driven Radiology Report Generation with Clinical Quality Reinforcement Learning | Mar 11, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| Personalized LoRA for Human-Centered Text Understanding | Mar 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| In-context Prompt Learning for Test-time Vision Recognition with Frozen Vision-language Model | Mar 10, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval | Mar 10, 2024 | AllAttribute | —Unverified | 0 |
| Identifying and interpreting non-aligned human conceptual representations using language modeling | Mar 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification | Mar 10, 2024 | Abstractive Text SummarizationEntity Typing | —Unverified | 0 |
| Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance | Mar 10, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aligning Speech to Languages to Enhance Code-switching Speech Recognition | Mar 9, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Thread Detection and Response Generation using Transformers with Prompt Optimisation | Mar 9, 2024 | Dialogue ManagementLanguage Modeling | —Unverified | 0 |