| CogBench: a large language model walks into a psychology lab | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension | Feb 28, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents | Feb 27, 2024 | Document ClassificationLanguage Modeling | CodeCode Available | 1 |
| 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 |
| Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression | Feb 25, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 |
| TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human Annotation | Feb 24, 2024 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations | Feb 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Empowering Large Language Model Agents through Action Learning | Feb 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AttributionBench: How Hard is Automatic Attribution Evaluation? | Feb 23, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| Self-Retrieval: End-to-End Information Retrieval with One Large Language Model | Feb 23, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| RelayAttention for Efficient Large Language Model Serving with Long System Prompts | Feb 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Watermarking Makes Language Models Radioactive | Feb 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models | Feb 22, 2024 | Information RetrievalInstruction Following | CodeCode Available | 1 |
| Balanced Data Sampling for Language Model Training with Clustering | Feb 22, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Uncertainty-Aware Evaluation for Vision-Language Models | Feb 22, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Q-Probe: A Lightweight Approach to Reward Maximization for Language Models | Feb 22, 2024 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials | Feb 22, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 |
| CriticEval: Evaluating Large Language Model as Critic | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Analysing The Impact of Sequence Composition on Language Model Pre-Training | Feb 21, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation | Feb 21, 2024 | DiversityIn-Context Learning | CodeCode Available | 1 |
| Breaking the HISCO Barrier: Automatic Occupational Standardization with OccCANINE | Feb 21, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
