| Working Memory Capacity of ChatGPT: An Empirical Study | Apr 30, 2023 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks | Apr 28, 2023 | Fact CheckingInformation Retrieval | CodeCode Available | 1 |
| Towards autonomous system: flexible modular production system enhanced with large language model agents | Apr 28, 2023 | DescriptiveLanguage Modeling | CodeCode Available | 1 |
| Enhancing Large Language Model with Self-Controlled Memory Framework | Apr 26, 2023 | Book summarizationDocument Summarization | CodeCode Available | 1 |
| SkillGPT: a RESTful API service for skill extraction and standardization using a Large Language Model | Apr 17, 2023 | Feature EngineeringLanguage Modeling | CodeCode Available | 1 |
| OpenAssistant Conversations -- Democratizing Large Language Model Alignment | Apr 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Inference with Reference: Lossless Acceleration of Large Language Models | Apr 10, 2023 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering | Mar 29, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 |
| Hallucinations in Large Multilingual Translation Models | Mar 28, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SmartBook: AI-Assisted Situation Report Generation for Intelligence Analysts | Mar 25, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| ChatGPT for Programming Numerical Methods | Mar 21, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Can AI-Generated Text be Reliably Detected? | Mar 17, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! | Mar 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family | Mar 14, 2023 | Knowledge Base Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions | Mar 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ExaRanker: Explanation-Augmented Neural Ranker | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Batch Prompting: Efficient Inference with Large Language Model APIs | Jan 19, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 1 |
| See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning | Jan 12, 2023 | Few-Shot LearningImage Captioning | CodeCode Available | 1 |
| Large Language Models as Corporate Lobbyists | Jan 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking with Retrieval: Faithful Large Language Model Inference | Dec 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Emergent Analogical Reasoning in Large Language Models | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Visconde: Multi-document QA with GPT-3 and Neural Reranking | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale | Dec 18, 2022 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning | Dec 15, 2022 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection | Dec 15, 2022 | Deep LearningGraph Learning | CodeCode Available | 1 |
