in-context learning

Adaptive Transformer Programs: Bridging the Gap Between Performance and Interpretability in Transformers ICLR 2025 ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025 Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning AAAI 2025 Aggregation Artifacts in Subjective Tasks Collapse Large Language Models’ Posteriors NAACL 2025 AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025 AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning AAAI 2025 AIR: Complex Instruction Generation via Automatic Iterative Refinement EMNLP 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction NAACL 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs’ Sentimental Perception Capability ICML 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 An Iterative Algorithm for Rescaled Hyperbolic Functions Regression AISTATS 2025 An Open-Ended Learning Framework for Opponent Modeling AAAI 2025 Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025 APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding ICLR 2025 A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025 ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 ARTICLE: Annotator Reliability Through In-Context Learning AAAI 2025 ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract) AAAI 2025 Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation NAACL 2025 A Solvable Attention for Neural Scaling Laws ICLR 2025 Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025