See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data Jul 20, 2023 Point Cloud Segmentation Zero-Shot Learning
— Unverified Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP Jul 18, 2023 Attribute Image-text Retrieval
— Unverified AutoHint: Automatic Prompt Optimization with Hint Generation Jul 13, 2023 Hint Generation In-Context Learning
Code Code Available Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Jul 4, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Stay on topic with Classifier-Free Guidance Jun 30, 2023 Code Generation Common Sense Reasoning
— Unverified Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity Jun 28, 2023 Benchmarking Image Captioning
— Unverified Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks Jun 28, 2023 Answer Generation Retrieval
Code Code Available An Integral Projection-based Semantic Autoencoder for Zero-Shot Learning Jun 26, 2023 Decoder Zero-Shot Learning
Code Code Available "Filling the Blanks'': Identifying Micro-activities that Compose Complex Human Activities of Daily Living Jun 22, 2023 Activity Recognition Attribute
— Unverified Developing Effective Educational Chatbots with ChatGPT prompts: Insights from Preliminary Tests in a Case Study on Social Media Literacy (with appendix) Jun 18, 2023 Chatbot Zero-Shot Learning
— Unverified Assessing the Effectiveness of GPT-3 in Detecting False Political Statements: A Case Study on the LIAR Dataset Jun 14, 2023 Decision Making Misinformation
Code Code Available Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation Jun 14, 2023 Attribute Knowledge Graphs
— Unverified Improving Zero-Shot Detection of Low Prevalence Chest Pathologies using Domain Pre-trained Language Models Jun 13, 2023 zero-shot-classification Zero-Shot Learning
Code Code Available A Brief Review of Hypernetworks in Deep Learning Jun 12, 2023 Causal Inference Continual Learning
Code Code Available LUT-GCE: Lookup Table Global Curve Estimation for Fast Low-light Image Enhancement Jun 12, 2023 4k Image Enhancement
— Unverified Evolving Semantic Prototype Improves Generative Zero-Shot Learning Jun 12, 2023 Zero-Shot Learning
— Unverified Multi-level Protein Representation Learning for Blind Mutational Effect Prediction Jun 8, 2023 Protein Folding Representation Learning
— Unverified Analysis of the Fed's communication by using textual entailment model of Zero-Shot classification Jun 7, 2023 Natural Language Inference Sentiment Analysis
— Unverified Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Jun 2, 2023 Fine-Grained Visual Recognition Person Re-Identification
— Unverified PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward Jun 2, 2023 Imitation Learning Zero-Shot Learning
— Unverified SAM-helps-Shadow:When Segment Anything Model meet shadow removal Jun 1, 2023 Image Shadow Removal Shadow Detection
Code Code Available Multi-level Cross-modal Feature Alignment via Contrastive Learning towards Zero-shot Classification of Remote Sensing Image Scenes May 31, 2023 Classification Contrastive Learning
Code Code Available Measuring the Robustness of NLP Models to Domain Shifts May 31, 2023 Few-Shot Learning In-Context Learning
Code Code Available Label Embedding via Low-Coherence Matrices May 31, 2023 Classification Dimensionality Reduction
— Unverified Adapting Language-Audio Models as Few-Shot Audio Learners May 28, 2023 Audio Classification Classification
— Unverified DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification May 25, 2023 3D Classification Classification
— Unverified Universal Self-Adaptive Prompting May 24, 2023 In-Context Learning Natural Language Understanding
— Unverified EXnet: Efficient In-context Learning for Data-less Text classification May 24, 2023 In-Context Learning Question Answering
— Unverified LAraBench: Benchmarking Arabic AI with Large Language Models May 24, 2023 Benchmarking Few-Shot Learning
— Unverified OverPrompt: Enhancing ChatGPT through Efficient In-Context Learning May 24, 2023 Data Augmentation Fact Checking
Code Code Available Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science May 23, 2023 zero-shot-classification Zero-Shot Learning
— Unverified Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available A Rational Model of Dimension-reduced Human Categorization May 22, 2023 Few-Shot Learning model
— Unverified GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts May 21, 2023 Zero-Shot Learning
— Unverified Introspective Tips: Large Language Model for In-Context Decision Making May 19, 2023 Decision Making Language Modeling
— Unverified Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data May 19, 2023 Crop Classification Data Augmentation
— Unverified Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning May 19, 2023 Zero-Shot Learning
— Unverified Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception May 10, 2023 Classification image-classification
— Unverified Boosting Visual-Language Models by Exploiting Hard Samples May 9, 2023 Retrieval zero-shot-classification
Code Code Available Unlocking Practical Applications in Legal Domain: Evaluation of GPT for Zero-Shot Semantic Annotation of Legal Texts May 8, 2023 Sentence Zero-Shot Learning
— Unverified Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view May 4, 2023 Benchmarking Graph Generation
— Unverified LLM2Loss: Leveraging Language Models for Explainable Model Diagnostics May 4, 2023 model Zero-Shot Learning
— Unverified Unsupervised Improvement of Audio-Text Cross-Modal Representations May 3, 2023 Acoustic Scene Classification Classification
Code Code Available The Benefits of Label-Description Training for Zero-Shot Text Classification May 3, 2023 Classification domain classification
Code Code Available DRPT: Disentangled and Recurrent Prompt Tuning for Compositional Zero-Shot Learning May 2, 2023 Compositional Zero-Shot Learning Novel Concepts
— Unverified Company classification using zero-shot learning May 1, 2023 Classification named-entity-recognition
— Unverified ZeroSearch: Local Image Search from Text with Zero Shot Learning May 1, 2023 Image Retrieval Zero-Shot Learning
Code Code Available RPLKG: Robust Prompt Learning with Knowledge Graph Apr 21, 2023 Domain Generalization Few-Shot Learning
— Unverified CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information Retrieval Apr 21, 2023 Data Augmentation Information Retrieval
Code Code Available Information Extraction from Documents: Question Answering vs Token Classification in real-world setups Apr 21, 2023 Classification Few-Shot Learning
— Unverified 