| SPRING: Studying the Paper and Reasoning to Play Games | May 24, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| PIVOINE: Instruction Tuning for Open-world Information Extraction | May 24, 2023 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 |
| ClusterLLM: Large Language Models as a Guide for Text Clustering | May 24, 2023 | ClusteringLanguage Modelling | CodeCode Available | 1 |
| Think Before You Act: Decision Transformers with Working Memory | May 24, 2023 | Atari GamesDecision Making | CodeCode Available | 1 |
| LLMDet: A Third Party Large Language Models Generated Text Detection Tool | May 24, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning | May 23, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automatic Model Selection with Large Language Models for Reasoning | May 23, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning | May 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems | May 23, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources | May 22, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| A Study of Generative Large Language Model for Medical Research and Healthcare | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Making Language Models Better Tool Learners with Execution Feedback | May 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning | May 21, 2023 | Abstract Meaning RepresentationContrastive Learning | CodeCode Available | 1 |
| Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering | May 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering | May 17, 2023 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| CoEdIT: Text Editing by Task-Specific Instruction Tuning | May 17, 2023 | Formality Style TransferGrammatical Error Correction | CodeCode Available | 1 |
| The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? | May 13, 2023 | Experimental DesignLanguage Modelling | CodeCode Available | 1 |
| Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation | May 12, 2023 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Bot or Human? Detecting ChatGPT Imposters with A Single Question | May 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Automatic Evaluation of Attribution by Large Language Models | May 10, 2023 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering | May 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LMEye: An Interactive Perception Network for Large Language Models | May 5, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| Masked Structural Growth for 2x Faster Language Model Pre-training | May 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
