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In-Context Learning

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Showing 1451–1475 of 2297 papers

TitleStatusHype
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context LearningCode0
On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models—0
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation—0
AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction—0
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning—0
Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art UnderstandingCode0
Chain-of-Though (CoT) prompting strategies for medical error detection and correction—0
Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI—0
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement LearningCode0
Automated Molecular Concept Generation and Labeling with Large Language ModelsCode0
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus—0
Guiding In-Context Learning of LLMs through Quality Estimation for Machine TranslationCode0
DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning—0
State Soup: In-Context Skill Learning, Retrieval and Mixing—0
An Empirical Study of Mamba-based Language Models—0
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems—0
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge GraphsCode0
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning—0
AIM: Let Any Multi-modal Large Language Models Embrace Efficient In-Context Learning—0
CAAP: Context-Aware Action Planning Prompting to Solve Computer Tasks with Front-End UI OnlyCode0
On the Robustness of Document-Level Relation Extraction Models to Entity Name VariationsCode0
Estimating the Hallucination Rate of Generative AI—0
Leveraging Large Language Models for Knowledge-free Weak Supervision in Clinical Natural Language Processing—0
Should We Fine-Tune or RAG? Evaluating Different Techniques to Adapt LLMs for DialogueCode0
In-Context Learning and Fine-Tuning GPT for Argument MiningCode0
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