| Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding | Oct 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web | Oct 22, 2023 | Image to textLanguage Modeling | CodeCode Available | 1 |
| Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design | Oct 22, 2023 | Computational chemistryInstruction Following | CodeCode Available | 1 |
| CXR-LLAVA: a multimodal large language model for interpreting chest X-ray images | Oct 22, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Orthogonal Subspace Learning for Language Model Continual Learning | Oct 22, 2023 | Continual LearningLanguage Modeling | CodeCode Available | 1 |
| Text generation for dataset augmentation in security classification tasks | Oct 22, 2023 | Data AugmentationFraud Detection | CodeCode Available | 1 |
| PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation | Oct 22, 2023 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Language Model Unalignment: Parametric Red-Teaming to Expose Hidden Harms and Biases | Oct 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model | Oct 20, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Democratizing Reasoning Ability: Tailored Learning from Large Language Model | Oct 20, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Large Language Model for Multi-objective Evolutionary Optimization | Oct 19, 2023 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 |
| TabuLa: Harnessing Language Models for Tabular Data Synthesis | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Character-level Chinese Backpack Language Models | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter | Oct 19, 2023 | Contrastive LearningIUPAC Name Prediction | CodeCode Available | 1 |
| Knowledge-Augmented Language Model Verification | Oct 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model | Oct 18, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging | Oct 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Watermarking LLMs with Weight Quantization | Oct 17, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT | Oct 16, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion | Oct 16, 2023 | AllImage Quality Assessment | CodeCode Available | 1 |
| RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling | Oct 16, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities | Oct 16, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Untying the Reversal Curse via Bidirectional Language Model Editing | Oct 16, 2023 | knowledge editingLanguage Modeling | CodeCode Available | 1 |
| In-context Pretraining: Language Modeling Beyond Document Boundaries | Oct 16, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models | Oct 15, 2023 | CPUGPU | CodeCode Available | 1 |
| VLIS: Unimodal Language Models Guide Multimodal Language Generation | Oct 15, 2023 | Caption GenerationExplanation Generation | CodeCode Available | 1 |
| Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting | Oct 15, 2023 | Conversational SearchLanguage Modeling | CodeCode Available | 1 |
| FiLM: Fill-in Language Models for Any-Order Generation | Oct 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model | Oct 14, 2023 | AttributeLanguage Modeling | CodeCode Available | 1 |
| Large Language Model Unlearning | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Can Large Language Model Comprehend Ancient Chinese? A Preliminary Test on ACLUE | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Self-Detoxifying Language Models via Toxification Reversal | Oct 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model | Oct 13, 2023 | Knowledge GraphsLanguage Modeling | CodeCode Available | 1 |
| Welfare Diplomacy: Benchmarking Language Model Cooperation | Oct 13, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| PaLI-3 Vision Language Models: Smaller, Faster, Stronger | Oct 13, 2023 | Chart Question AnsweringCross-Modal Retrieval | CodeCode Available | 1 |
| Split-and-Denoise: Protect large language model inference with local differential privacy | Oct 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Models for Scientific Synthesis, Inference and Explanation | Oct 12, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Language Models are Universal Embedders | Oct 12, 2023 | Code SearchLanguage Modeling | CodeCode Available | 1 |
| Towards Evaluating Generalist Agents: An Automated Benchmark in Open World | Oct 12, 2023 | BenchmarkingDiversity | CodeCode Available | 1 |
| Context Compression for Auto-regressive Transformers with Sentinel Tokens | Oct 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science | Oct 12, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Mapping Memes to Words for Multimodal Hateful Meme Classification | Oct 12, 2023 | Hateful Meme ClassificationLanguage Modeling | CodeCode Available | 1 |
| PHALM: Building a Knowledge Graph from Scratch by Prompting Humans and a Language Model | Oct 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach | Oct 10, 2023 | BenchmarkingCode Generation | CodeCode Available | 1 |
| The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets | Oct 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Transformer Fusion with Optimal Transport | Oct 9, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| GraphLLM: Boosting Graph Reasoning Ability of Large Language Model | Oct 9, 2023 | Graph LearningLanguage Modeling | CodeCode Available | 1 |
