conftrace_

in-context learning

1,641 papers

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Also known as

ICL

Co-occurring keywords · papers mentioning both

large language model (789) few-shot learning (311) prompt engineering (151) zero-shot learning (117) language model (97) retrieval-augmented generation (82) multimodal learning (60) text classification (57) machine translation (53) vision-language model (46)

Papers

Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations NAACL 2024 Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024 Adjudicating LLMs as PropBank Adjudicators COLING 2024 “A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024 A Japanese News Simplification Corpus with Faithfulness COLING 2024 Algorithmic Capabilities of Random Transformers NeurIPS 2024 Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models ICML 2024 AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024 AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers NeurIPS 2024 A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks ALT 2024 A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024 A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024 Analysing The Impact of Sequence Composition on Language Model Pre-Training ACL 2024 Analyzing Context Contributions in LLM-based Machine Translation EMNLP 2024 Ancient Chinese Punctuation via In-Context Learning COLING 2024 An Empirical Study of In-context Learning in LLMs for Machine Translation ACL 2024 An Information-Theoretic Analysis of In-Context Learning ICML 2024 AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024 Anti-LM Decoding for Zero-shot In-context Machine Translation NAACL 2024 A Prompt-Based Knowledge Graph Foundation Model for Universal In-Context Reasoning NeurIPS 2024 ArabLegalEval: A Multitask Benchmark for Assessing Arabic Legal Knowledge in Large Language Models ACL 2024 ARC: A Generalist Graph Anomaly Detector with In-Context Learning NeurIPS 2024 ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024 Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024 Are Human-generated Demonstrations Necessary for In-context Learning? ICLR 2024