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

Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NeurIPS 2024 Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024 Linear Transformers are Versatile In-Context Learners NeurIPS 2024 Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024 LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NeurIPS 2024 Link-Context Learning for Multimodal LLMs CVPR 2024 Linking In-context Learning in Transformers to Human Episodic Memory NeurIPS 2024 LIVE: Learnable In-Context Vector for Visual Question Answering NeurIPS 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLM-Based Robust Product Classification in Commerce and Compliance EMNLP 2024 LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024 LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024 LLMs Are Few-Shot In-Context Low-Resource Language Learners NAACL 2024 LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024 LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ACL 2024 LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law EMNLP 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 Locally Differentially Private In-Context Learning COLING 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 Looped Transformers are Better at Learning Learning Algorithms ICLR 2024 LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024 Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024 Many-Shot In-Context Learning NeurIPS 2024 MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024