| 14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon | Jun 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions | Jun 9, 2023 | HallucinationLanguage Modeling | CodeCode Available | 1 |
| Hexatagging: Projective Dependency Parsing as Tagging | Jun 8, 2023 | Computational EfficiencyDependency Parsing | CodeCode Available | 1 |
| Privately generating tabular data using language models | Jun 7, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! | Jun 6, 2023 | counterfactualData Augmentation | CodeCode Available | 1 |
| On the Difference of BERT-style and CLIP-style Text Encoders | Jun 6, 2023 | Image GenerationLanguage Modeling | CodeCode Available | 1 |
| LLMZip: Lossless Text Compression using Large Language Models | Jun 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs | Jun 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AutoScrum: Automating Project Planning Using Large Language Models | Jun 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search | Jun 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Conversational Recommendation Systems via Counterfactual Data Simulation | Jun 5, 2023 | Conversational Recommendationcounterfactual | CodeCode Available | 1 |
| Log Parsing: How Far Can ChatGPT Go? | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Enhancing the Protein Tertiary Structure Prediction by Multiple Sequence Alignment Generation | Jun 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Preference-grounded Token-level Guidance for Language Model Fine-tuning | Jun 1, 2023 | Imitation LearningLanguage Modeling | CodeCode Available | 1 |
| Training-free Neural Architecture Search for RNNs and Transformers | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Vocabulary-free Image Classification | Jun 1, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Faster Causal Attention Over Large Sequences Through Sparse Flash Attention | Jun 1, 2023 | 16k8k | CodeCode Available | 1 |
| IDAS: Intent Discovery with Abstractive Summarization | May 31, 2023 | Abstractive Text SummarizationDescriptive | CodeCode Available | 1 |
| Red Teaming Language Model Detectors with Language Models | May 31, 2023 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 1 |
| Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data | May 31, 2023 | Code SearchLanguage Modeling | CodeCode Available | 1 |
| Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models | May 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Likelihood-Based Diffusion Language Models | May 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images | May 30, 2023 | counterfactualLanguage Modeling | CodeCode Available | 1 |
| Test-Time Training on Nearest Neighbors for Large Language Models | May 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PaLI-X: On Scaling up a Multilingual Vision and Language Model | May 29, 2023 | Chart Question Answeringdocument understanding | CodeCode Available | 1 |
