| Unified Vision-Language Representation Modeling for E-Commerce Same-Style Products Retrieval | Feb 10, 2023 | AttributeLanguage Modeling | —Unverified | 0 |
| Toolformer: Language Models Can Teach Themselves to Use Tools | Feb 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design | Feb 9, 2023 | Game DesignLanguage Modeling | —Unverified | 0 |
| In-Context Learning with Many Demonstration Examples | Feb 9, 2023 | 16k8k | CodeCode Available | 1 |
| Global Constraints with Prompting for Zero-Shot Event Argument Classification | Feb 9, 2023 | Event ExtractionLanguage Modeling | CodeCode Available | 0 |
| Enhancing E-Commerce Recommendation using Pre-Trained Language Model and Fine-Tuning | Feb 9, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning | Feb 9, 2023 | Few-Shot LearningImage Captioning | —Unverified | 0 |
| Prompting for Multimodal Hateful Meme Classification | Feb 8, 2023 | ClassificationHateful Meme Classification | —Unverified | 0 |
| EvoText: Enhancing Natural Language Generation Models via Self-Escalation Learning for Up-to-Date Knowledge and Improved Performance | Feb 8, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Algorithmic Collective Action in Machine Learning | Feb 8, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models | Feb 8, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training-free Lexical Backdoor Attacks on Language Models | Feb 8, 2023 | Backdoor AttackData Poisoning | CodeCode Available | 0 |
| UDApter -- Efficient Domain Adaptation Using Adapters | Feb 7, 2023 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Capturing Topic Framing via Masked Language Modeling | Feb 7, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends | Feb 7, 2023 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| APAM: Adaptive Pre-training and Adaptive Meta Learning in Language Model for Noisy Labels and Long-tailed Learning | Feb 6, 2023 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| FineDeb: A Debiasing Framework for Language Models | Feb 5, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Representation Deficiency in Masked Language Modeling | Feb 4, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Witscript 2: A System for Generating Improvised Jokes Without Wordplay | Feb 3, 2023 | ChatbotCommon Sense Reasoning | —Unverified | 0 |
| Witscript: A System for Generating Improvised Jokes in a Conversation | Feb 3, 2023 | ChatbotLanguage Modeling | —Unverified | 0 |
| Controlling for Stereotypes in Multimodal Language Model Evaluation | Feb 3, 2023 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Bioformer: an efficient transformer language model for biomedical text mining | Feb 3, 2023 | ArticlesDocument Classification | CodeCode Available | 1 |
| GLADIS: A General and Large Acronym Disambiguation Benchmark | Feb 3, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers | Feb 3, 2023 | image-classificationImage Classification | —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 |
| Improving Rare Words Recognition through Homophone Extension and Unified Writing for Low-resource Cantonese Speech Recognition | Feb 2, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semantic Coherence Markers for the Early Diagnosis of the Alzheimer Disease | Feb 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Stochastic Contextual Bandits with Long Horizon Rewards | Feb 2, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Weight Prediction Boosts the Convergence of AdamW | Feb 1, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Co-Writing with Opinionated Language Models Affects Users' Views | Feb 1, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Collaborating with language models for embodied reasoning | Feb 1, 2023 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Large Language Models Can Be Easily Distracted by Irrelevant Context | Jan 31, 2023 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 1 |
| In-Context Retrieval-Augmented Language Models | Jan 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| The Power of External Memory in Increasing Predictive Model Capacity | Jan 31, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Grounding Language Models to Images for Multimodal Inputs and Outputs | Jan 31, 2023 | Image RetrievalIn-Context Learning | CodeCode Available | 2 |
| FLAME: A small language model for spreadsheet formulas | Jan 31, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning to Speak from Text: Zero-Shot Multilingual Text-to-Speech with Unsupervised Text Pretraining | Jan 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models | Jan 30, 2023 | Generative Visual Question AnsweringImage Captioning | CodeCode Available | 4 |
| REPLUG: Retrieval-Augmented Black-Box Language Models | Jan 30, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex | Jan 30, 2023 | Adversarial RobustnessLanguage Modeling | —Unverified | 0 |
| Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval | Jan 30, 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 |
| UzbekTagger: The rule-based POS tagger for Uzbek language | Jan 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Crawling the Internal Knowledge-Base of Language Models | Jan 30, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation | Jan 30, 2023 | Efficient ExplorationLanguage Modeling | —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 |
| Context-Aware Differential Privacy for Language Modeling | Jan 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |