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

Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack NIPS 2024

On the Noise Robustness of In-Context Learning for Text Generation NIPS 2024

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024

Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning NIPS 2024

IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024

Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NIPS 2024

VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View AAAI 2024

ExpeL: LLM Agents Are Experiential Learners AAAI 2024

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples AAAI 2024

Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages AAAI 2024

AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models AAAI 2024

Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024

Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ACL 2024

CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ACL 2024

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm ACL 2024

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024

Multi-Task Transfer Matters During Instruction-Tuning ACL 2024

iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024

Feature-Adaptive and Data-Scalable In-Context Learning ACL 2024

Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024

Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future ACL 2024

Timeline-based Sentence Decomposition with In Context Learning for Temporal Fact Extraction ACL 2024

Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning ACL 2024

DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024