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In-Context Learning

419 directly classified papers

Papers per year

Papers

GenAL: Generative Agent for Adaptive Learning AAAI 2025
Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
s1: Simple test-time scaling EMNLP 2025
Surprise Calibration for Better In-Context Learning EMNLP 2025
Thought calibration: Efficient and confident test-time scaling EMNLP 2025
UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SEMEVAL 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025
HW-TSC at Multilingual Counterspeech Generation COLING 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025
Assessing the Limits of In-Context Learning beyond Functions using Partially Ordered Relation IJCNLP 2025
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning NAACL 2025
OLMES: A Standard for Language Model Evaluations NAACL 2025
Retrieval-Enhanced Mental Health Assessment: Capturing Self-State Dynamics from Social Media Using In-Context Learning NAACL 2025
OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025
Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning NAACL 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
Pragmatic Inference Chain (PIC) Improving LLMs’ Reasoning of Authentic Implicit Toxic Language EMNLP 2025
Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025
Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making EMNLP 2025
Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025