conftrace_
← Learning Types
Deep Learning › Learning Types ›

Prompt Engineering

136 papers

Papers per year

21
34
44
31
6

Papers

Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification ACL 2026
Merlin’s Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting ACL 2026
IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering ACL 2026
A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting ACL 2026
Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation ACL 2026
Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ACL 2026
PromptHaze: Prompting Real-world Dehazing via Depth Anything Model AAAI 2025
Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025
Selective Visual Prompting in Vision Mamba AAAI 2025
Leveraging First and Zeroth-Order Gradient to Address Imbalanced Black-Box Prompt Tuning via Minimax Optimization AAAI 2025
MP: Endowing Large Language Models with Lateral Thinking AAAI 2025
SimRP: Syntactic and Semantic Similarity Retrieval Prompting Enhances Aspect Sentiment Quad Prediction AAAI 2025
Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns AAAI 2025
Direct Prompt Optimization with Continuous Representations ACL 2025
Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025
Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025
StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025
Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions ACL 2025
Automated Claim–Evidence Extraction for Political Discourse Analysis: A Large Language Model Approach to Rodong Sinmun Editorials ACL 2025
Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification ACL 2025
A.M.P at SciHal2025: Automated Hallucination Detection in Scientific Content via LLMs and Prompt Engineering ACL 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification ACL 2025
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation ACL 2025