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in-context learning

1369 papers

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Also known as

ICL IC ICCG ICRL

Co-occurring keywords

large language model (12755) few-shot learning (3390) prompt engineering (1128) zero-shot learning (3637) language model (4573) retrieval-augmented generation (1459) text classification (6776) machine translation (2472) multimodal learning (4622) question answering (2904)

Papers

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024
Exploring the Learning Capabilities of Language Models using LEVERWORLDS EMNLP 2024
Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework EMNLP 2024
Null-Shot Prompting: Rethinking Prompting Large Language Models With Hallucination EMNLP 2024
DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models EMNLP 2024
LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024
Representational Analysis of Binding in Language Models EMNLP 2024
Semformer: Transformer Language Models with Semantic Planning EMNLP 2024
Can Language Models Induce Grammatical Knowledge from Indirect Evidence? EMNLP 2024
Encoding Spreadsheets for Large Language Models EMNLP 2024
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming EMNLP 2024
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024
Private prediction for large-scale synthetic text generation EMNLP 2024
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding EMNLP 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NIPS 2024
Are Large Language Models Good Statisticians? NIPS 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction NIPS 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection NIPS 2024
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness NIPS 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context AAAI 2024