| Gender-specific Machine Translation with Large Language Models | Sep 6, 2023 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Are Emergent Abilities in Large Language Models just In-Context Learning? | Sep 4, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Gated recurrent neural networks discover attention | Sep 4, 2023 | In-Context Learning | —Unverified | 0 |
| Business Process Text Sketch Automation Generation Using Large Language Model | Sep 3, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Taken out of context: On measuring situational awareness in LLMs | Sep 1, 2023 | Data AugmentationIn-Context Learning | CodeCode Available | 1 |
| AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models | Aug 29, 2023 | Anomaly DetectionIn-Context Learning | CodeCode Available | 3 |
| Identifying and Mitigating the Security Risks of Generative AI | Aug 28, 2023 | Code CompletionImage Generation | —Unverified | 0 |
| Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance | Aug 28, 2023 | Contrastive LearningFew-Shot Text Classification | —Unverified | 0 |
| Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs | Aug 26, 2023 | In-Context LearningVideo Generation | —Unverified | 0 |
| Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering | Aug 25, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| From system models to class models: An in-context learning paradigm | Aug 25, 2023 | DecoderIn-Context Learning | CodeCode Available | 1 |
| Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning | Aug 23, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models | Aug 21, 2023 | Emotion RecognitionFew-Shot Learning | —Unverified | 0 |
| Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis | Aug 21, 2023 | In-Context LearningMarketing | CodeCode Available | 0 |
| Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models | Aug 21, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models | Aug 20, 2023 | In-Context Learning | —Unverified | 0 |
| Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: a Case Study on Hateful Memes | Aug 19, 2023 | Decision MakingForm | CodeCode Available | 0 |
| HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding | Aug 19, 2023 | Contrastive LearningIn-Context Learning | CodeCode Available | 0 |
| Inductive-bias Learning: Generating Code Models with Large Language Model | Aug 19, 2023 | Code GenerationIn-Context Learning | CodeCode Available | 0 |
| Building Emotional Support Chatbots in the Era of LLMs | Aug 17, 2023 | In-Context LearningNavigate | —Unverified | 0 |
| Exploring Demonstration Ensembling for In-context Learning | Aug 17, 2023 | In-Context Learning | CodeCode Available | 0 |
| Time Travel in LLMs: Tracing Data Contamination in Large Language Models | Aug 16, 2023 | In-Context LearningWNLI | CodeCode Available | 1 |
| RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models | Aug 15, 2023 | DecoderIn-Context Learning | CodeCode Available | 0 |
| Link-Context Learning for Multimodal LLMs | Aug 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation | Aug 14, 2023 | In-Context LearningInformativeness | CodeCode Available | 0 |
