CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud Jun 8, 2023 3D Object Classification 3D Point Cloud Classification
Code Code Available The ADAIO System at the BEA-2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues Jun 8, 2023 Few-Shot Learning Response Generation
— Unverified EMO: Episodic Memory Optimization for Few-Shot Meta-Learning Jun 8, 2023 Few-Shot Learning Meta-Learning
— Unverified A New Dataset and Empirical Study for Sentence Simplification in Chinese Jun 7, 2023 Few-Shot Learning Sentence
Code Code Available GSHOT: Few-shot Generative Modeling of Labeled Graphs Jun 6, 2023 Drug Discovery Few-Shot Learning
Code Code Available Few Shot Rationale Generation using Self-Training with Dual Teachers Jun 5, 2023 Few-Shot Learning
— Unverified Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language Jun 5, 2023 Few-Shot Learning Inductive Learning
— Unverified Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jun 4, 2023 Classification Domain Generalization
— Unverified Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems Jun 3, 2023 Few-Shot Learning Keyword Spotting
Code Code Available Consistency-guided Prompt Learning for Vision-Language Models Jun 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Analyzing Text Representations by Measuring Task Alignment May 31, 2023 Classification Clustering
— Unverified Measuring the Robustness of NLP Models to Domain Shifts May 31, 2023 Few-Shot Learning In-Context Learning
Code Code Available Catalysis distillation neural network for the few shot open catalyst challenge May 31, 2023 Computational chemistry Few-Shot Learning
— Unverified What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models? May 31, 2023 Common Sense Reasoning Few-Shot Learning
— Unverified Conceptual Design Generation Using Large Language Models May 30, 2023 Few-Shot Learning Prompt Engineering
Code Code Available SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning May 30, 2023 Classification Few-Shot Learning
— Unverified Task-Equivariant Graph Few-shot Learning May 30, 2023 Few-Shot Learning Meta-Learning
Code Code Available Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning May 30, 2023 Few-Shot Learning Knowledge Graphs
— Unverified Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target May 29, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification May 29, 2023 Few-Shot Learning image-classification
Code Code Available Adapting Language-Audio Models as Few-Shot Audio Learners May 28, 2023 Audio Classification Classification
— Unverified Learning to Learn from APIs: Black-Box Data-Free Meta-Learning May 28, 2023 Few-Shot Learning Knowledge Distillation
Code Code Available Transfer Learning for Power Outage Detection Task with Limited Training Data May 28, 2023 Few-Shot Learning Transfer Learning
— Unverified Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec May 27, 2023 Few-Shot Learning Machine Translation
Code Code Available Instance-based Max-margin for Practical Few-shot Recognition May 27, 2023 Few-Shot Learning
— Unverified On convex decision regions in deep network representations May 26, 2023 Few-Shot Learning
Code Code Available ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation May 26, 2023 Abstract Meaning Representation Data Augmentation
Code Code Available Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts May 25, 2023 Classification Few-Shot Learning
Code Code Available Training on Thin Air: Improve Image Classification with Generated Data May 24, 2023 Data Augmentation Few-Shot Learning
Code Code Available Sentiment Analysis in the Era of Large Language Models: A Reality Check May 24, 2023 Aspect-Based Sentiment Analysis Few-Shot Learning
Code Code Available A Survey of Diffusion Models in Natural Language Processing May 24, 2023 Few-Shot Learning Machine Translation
— Unverified LAraBench: Benchmarking Arabic AI with Large Language Models May 24, 2023 Benchmarking Few-Shot Learning
— Unverified Improving few-shot learning-based protein engineering with evolutionary sampling May 23, 2023 Few-Shot Learning Protein Design
Code Code Available Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available Do prompt positions really matter? May 23, 2023 Few-Shot Learning Natural Language Understanding
Code Code Available Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering May 23, 2023 Fact Verification Few-Shot Learning
— Unverified Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning May 23, 2023 Common Sense Reasoning Common Sense Reasoning (Zero-Shot)
Code Code Available Active Learning Principles for In-Context Learning with Large Language Models May 23, 2023 Active Learning Diversity
— Unverified Improving Factuality and Reasoning in Language Models through Multiagent Debate May 23, 2023 Few-Shot Learning Language Modeling
Code Code Available A Rational Model of Dimension-reduced Human Categorization May 22, 2023 Few-Shot Learning model
— Unverified Small Language Models Improve Giants by Rewriting Their Outputs May 22, 2023 Few-Shot Learning In-Context Learning
Code Code Available Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation? May 22, 2023 Data-free Knowledge Distillation Few-Shot Learning
Code Code Available Automated Few-shot Classification with Instruction-Finetuned Language Models May 21, 2023 Classification Few-Shot Learning
Code Code Available PointGPT: Auto-regressively Generative Pre-training from Point Clouds May 19, 2023 3D Point Cloud Classification Decoder
Code Code Available A Weak Supervision Approach for Few-Shot Aspect Based Sentiment May 19, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment May 19, 2023 Few-Shot Learning
Code Code Available HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes May 18, 2023 Clustering Few-Shot Learning
— Unverified MetaGAD: Meta Representation Adaptation for Few-Shot Graph Anomaly Detection May 18, 2023 Anomaly Detection Few-Shot Learning
Code Code Available 