conftrace_
← Keywords

few-shot learning

3390 papers

Explore in graph

Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities EMNLP 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025
TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models EMNLP 2025
Bridging Molecular Graphs and Large Language Models AAAI 2025
CrystalICL: Enabling In-Context Learning for Crystal Generation EMNLP 2025
LVLMs are Bad at Overhearing Human Referential Communication EMNLP 2025
Few-Shot Open-Set Classification via Reasoning-Aware Decomposition EMNLP 2025
Few-shot Personalized Scanpath Prediction CVPR 2025
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning CVPR 2025
Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025
How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025
Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution AAAI 2025
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities EMNLP 2025
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025
Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns AAAI 2025
PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025
Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025
Rapid Word Learning Through Meta In-Context Learning EMNLP 2025
The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation NAACL 2025