| Prompting Large Language Models With the Socratic Method | Feb 17, 2023 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Privately Customizing Prefinetuning to Better Match User Data in Federated Learning | Feb 17, 2023 | Federated LearningLanguage Modeling | —Unverified | 0 |
| AI Chat Assistants can Improve Conversations about Divisive Topics | Feb 14, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Diminished Diversity-of-Thought in a Standard Large Language Model | Feb 13, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation | Feb 13, 2023 | Few-Shot LearningLanguage Modelling | CodeCode Available | 2 |
| Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models | Feb 8, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Witscript 2: A System for Generating Improvised Jokes Without Wordplay | Feb 3, 2023 | ChatbotCommon Sense Reasoning | —Unverified | 0 |
| Accelerating Large Language Model Decoding with Speculative Sampling | Feb 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Creating a Large Language Model of a Philosopher | Feb 2, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-modal Large Language Model Enhanced Pseudo 3D Perception Framework for Visual Commonsense Reasoning | Jan 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Vicarious Offense and Noise Audit of Offensive Speech Classifiers: Unifying Human and Machine Disagreement on What is Offensive | Jan 29, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Equitable Representation in Text-to-Image Synthesis Models with the Cross-Cultural Understanding Benchmark (CCUB) Dataset | Jan 28, 2023 | Cultural Vocal Bursts Intensity PredictionImage Generation | CodeCode Available | 0 |
| Truth Machines: Synthesizing Veracity in AI Language Models | Jan 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ThoughtSource: A central hub for large language model reasoning data | Jan 27, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Theme-driven Keyphrase Extraction to Analyze Social Media Discourse | Jan 27, 2023 | Keyphrase ExtractionLanguage Modelling | —Unverified | 0 |
| Task formulation for Extracting Social Determinants of Health from Clinical Narratives | Jan 26, 2023 | Event ExtractionLanguage Modelling | —Unverified | 0 |
| Explaining Large Language Model-Based Neural Semantic Parsers (Student Abstract) | Jan 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ExaRanker: Explanation-Augmented Neural Ranker | Jan 25, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large language models can segment narrative events similarly to humans | Jan 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Batch Prompting: Efficient Inference with Large Language Model APIs | Jan 19, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 1 |
| Prompting Large Language Model for Machine Translation: A Case Study | Jan 17, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Case Study in Engineering a Conversational Programming Assistant's Persona | Jan 13, 2023 | ChatbotLanguage Modeling | —Unverified | 0 |
| In BLOOM: Creativity and Affinity in Artificial Lyrics and Art | Jan 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| 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 |
| Memory Augmented Large Language Models are Computationally Universal | Jan 10, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chatbots in a Honeypot World | Jan 10, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Language Models as Corporate Lobbyists | Jan 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Muse: Text-To-Image Generation via Masked Generative Transformers | Jan 2, 2023 | Image GenerationLanguage Modelling | CodeCode Available | 2 |
| Rethinking with Retrieval: Faithful Large Language Model Inference | Dec 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Measuring an artificial intelligence agent's trust in humans using machine incentives | Dec 27, 2022 | AI AgentLanguage Modelling | —Unverified | 0 |
| Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges | Dec 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis | Dec 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DePlot: One-shot visual language reasoning by plot-to-table translation | Dec 20, 2022 | Chart Question AnsweringFactual Inconsistency Detection in Chart Captioning | —Unverified | 0 |
| Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions | Dec 20, 2022 | Automated Theorem ProvingCode Generation | CodeCode Available | 2 |
| SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization | Dec 20, 2022 | Dialogue GenerationLanguage Modeling | CodeCode Available | 2 |
| Visconde: Multi-document QA with GPT-3 and Neural Reranking | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improved Long-Form Spoken Language Translation with Large Language Models | Dec 19, 2022 | FormLanguage Modeling | —Unverified | 0 |
| Emergent Analogical Reasoning in Large Language Models | Dec 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Very Large Language Model as a Unified Methodology of Text Mining | Dec 19, 2022 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| 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 |
| Claim Optimization in Computational Argumentation | Dec 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection | Dec 15, 2022 | Deep LearningGraph Learning | 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 |
| Elixir: Train a Large Language Model on a Small GPU Cluster | Dec 10, 2022 | CPUGPU | CodeCode Available | 7 |
| Structured information extraction from complex scientific text with fine-tuned large language models | Dec 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pre-Training With Scientific Text Improves Educational Question Generation | Dec 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing | Dec 7, 2022 | Language ModellingLarge Language Model | —Unverified | 0 |
| I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification | Dec 5, 2022 | Classificationimage-classification | —Unverified | 0 |
| Legal Prompt Engineering for Multilingual Legal Judgement Prediction | Dec 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extensible Prompts for Language Models on Zero-shot Language Style Customization | Dec 1, 2022 | DescriptiveLanguage Modeling | —Unverified | 0 |