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

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024 Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024 Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024 Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024 Semformer: Transformer Language Models with Semantic Planning EMNLP 2024 Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding Are Both the Problem EMNLP 2024 SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection SemEval 2024 Simulating Expert Discussions with Multi-agent for Enhanced Scientific Problem Solving ACL 2024 Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024 Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 Small Models are Valuable Plug-ins for Large Language Models ACL 2024 SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models NAACL 2024 SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning EMNLP 2024 SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024 SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024 Stance Reasoner: Zero-Shot Stance Detection on Social Media with Explicit Reasoning COLING 2024 Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ACL 2024 StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack NeurIPS 2024 Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles EMNLP 2024 Subjectivity Detection in English News using Large Language Models ACL 2024 Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024