conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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66

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67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ? NAACL 2024 Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text SemEval 2024 TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024 TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NeurIPS 2024 TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection ACL 2024 TEMA: Token Embeddings Mapping for Enriching Low-Resource Language Models EMNLP 2024 TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting ICLR 2024 Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024 Testable Learning with Distribution Shift COLT 2024 Testably Learning Polynomial Threshold Functions NeurIPS 2024 Testing and Adapting the Representational Abilities of Large Language Models on Folktales in Low-Resource Languages EMNLP 2024 Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models ICLR 2024 Test-Time Personalization with Meta Prompt for Gaze Estimation AAAI 2024 Test-Time Zero-Shot Temporal Action Localization CVPR 2024 TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression CVPR 2024 Text2Afford: Probing Object Affordance Prediction abilities of Language Models solely from Text CoNLL 2024 Text2Model: Text-based Model Induction for Zero-shot Image Classification EMNLP 2024 Text-Enhanced Data-free Approach for Federated Class-Incremental Learning CVPR 2024 Text-guided Explorable Image Super-resolution CVPR 2024 Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024 Textual Dataset Distillation via Language Model Embedding EMNLP 2024 T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings EMNLP 2024 ThangDLU at #SMM4H 2024: Encoder-decoder models for classifying text data on social disorders in children and adolescents ACL 2024 The Challenges of Creating a Parallel Multilingual Hate Speech Corpus: An Exploration COLING 2024 The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024