Lex2Sent: A bagging approach to unsupervised sentiment analysis Sep 26, 2022 Classification Decoder
Code Code Available DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems Sep 21, 2022 Zero-Shot Learning
— Unverified WeLM: A Well-Read Pre-trained Language Model for Chinese Sep 21, 2022 Language Modeling Language Modelling
— Unverified I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Sep 21, 2022 Generalized Zero-Shot Learning image-classification
— Unverified Vision Transformers for Action Recognition: A Survey Sep 13, 2022 Action Recognition Dimensionality Reduction
— Unverified VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models Sep 12, 2022 Attribute Image-text Retrieval
Code Code Available Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach Sep 6, 2022 Active Learning Depression Detection
— Unverified Federated Zero-Shot Learning for Visual Recognition Sep 5, 2022 Federated Learning Zero-Shot Learning
— Unverified Design of the topology for contrastive visual-textual alignment Sep 5, 2022 Contrastive Learning Image-to-Text Retrieval
Code Code Available Flexible Job Classification with Zero-Shot Learning Aug 30, 2022 Classification Document Classification
— Unverified Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces Aug 29, 2022 Attribute Federated Learning
— Unverified Reference-Limited Compositional Zero-Shot Learning Aug 22, 2022 Compositional Zero-Shot Learning Zero-Shot Learning
Code Code Available Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology Aug 10, 2022 Contrastive Learning Decision Making
Code Code Available Cross-Modal Alignment Learning of Vision-Language Conceptual Systems Jul 31, 2022 cross-modal alignment Representation Learning
— Unverified Learning Prototype via Placeholder for Zero-shot Recognition Jul 29, 2022 Zero-Shot Learning
Code Code Available LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning Jul 25, 2022 Attribute EEG
— Unverified Don't Stop Learning: Towards Continual Learning for the CLIP Model Jul 19, 2022 Continual Learning Image-text matching
— Unverified ELECTRA is a Zero-Shot Learner, Too Jul 17, 2022 Language Modeling Language Modelling
Code Code Available Stroke-Based Autoencoders: Self-Supervised Learners for Efficient Zero-Shot Chinese Character Recognition Jul 17, 2022 Word Embeddings Zero-Shot Learning
— Unverified Contrastive Adapters for Foundation Model Group Robustness Jul 14, 2022 Contrastive Learning model
— Unverified Few-shot training LLMs for project-specific code-summarization Jul 9, 2022 Code Summarization Few-Shot Learning
— Unverified GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning Jul 5, 2022 Attribute Generalized Zero-Shot Learning
— Unverified General Policy Evaluation and Improvement by Learning to Identify Few But Crucial States Jul 4, 2022 continuous-control Continuous Control
Code Code Available Starting from “Zero”: An Incremental Zero-shot Learning Approach for Assessing Peer Feedback Comments Jul 1, 2022 Zero-Shot Learning
— Unverified JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches Jul 1, 2022 Reverse Dictionary Zero-Shot Learning
Code Code Available PA Ph&Tech at SemEval-2022 Task 11: NER Task with Ensemble Embedding from Reinforcement Learning Jul 1, 2022 NER Zero-Shot Learning
— Unverified Taxonomy and evolution predicting using deep learning in images Jun 28, 2022 Deep Learning Fine-Grained Image Recognition
Code Code Available A Zero-Shot Classification Approach for a Word-Guessing Challenge Jun 27, 2022 Classification Language Modeling
— Unverified PROTOtypical Logic Tensor Networks (PROTO-LTN) for Zero Shot Learning Jun 26, 2022 Generalized Zero-Shot Learning Representation Learning
Code Code Available Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator Jun 16, 2022 In-Context Learning text-classification
— Unverified From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams Jun 11, 2022 BIG-bench Machine Learning Few-Shot Learning
— Unverified Zero-Shot Audio Classification using Image Embeddings Jun 10, 2022 Audio Classification Classification
— Unverified A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism Jun 5, 2022 Classification intent-classification
— Unverified Recognition of Unseen Bird Species by Learning from Field Guides Jun 3, 2022 Generalized Zero-Shot Learning Zero-Shot Learning
Code Code Available Prefix Conditioning Unifies Language and Label Supervision Jun 2, 2022 Classification Contrastive Learning
— Unverified Building Domain-specific Corpora from the Web: the Case of European Digital Service Infrastructures Jun 1, 2022 Machine Translation zero-shot-classification
— Unverified Learning Invariant Visual Representations for Compositional Zero-Shot Learning Jun 1, 2022 Attribute Compositional Zero-Shot Learning
Code Code Available Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes May 25, 2022 Attribute Zero-Shot Learning
Code Code Available Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator May 18, 2022 Dialogue State Tracking Language Modelling
— Unverified Open Vocabulary Extreme Classification Using Generative Models May 12, 2022 Classification Extreme Multi-Label Classification
— Unverified IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments May 1, 2022 Diversity Zero-Shot Learning
Code Code Available Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models May 1, 2022 Classification Emotion Classification
— Unverified Dataset Debt in Biomedical Language Modeling May 1, 2022 Language Modeling Language Modelling
— Unverified English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network May 1, 2022 Cross-Lingual Word Embeddings Emotion Classification
— Unverified A Checkpoint on Multilingual Misogyny Identification May 1, 2022 Transfer Learning zero-shot-classification
— Unverified Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast Apr 29, 2022 Multi-Task Learning Time Series
Code Code Available PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Apr 29, 2022 Image Classification Language Modeling
— Unverified A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer Apr 27, 2022 Language Modeling Language Modelling
Code Code Available Deconstructed Generation-Based Zero-Shot Model Apr 24, 2022 Attribute Generalized Zero-Shot Learning
Code Code Available On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning Apr 23, 2022 Compositional Zero-Shot Learning Image Retrieval
— Unverified 