Qingyao Ai
24 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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domain adaptation
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multi-agent system
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zero-shot learning
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pre-trained language model
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information retrieval
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benchmark evaluation
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knowledge editing
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knowledge distillation
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hallucination detection
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retrieval-augmented generation
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semantic similarity
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legal domain
(2)
in-context editing
(2)
question answering
(2)
legal case retrieval
(2)
simulation framework
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in-context learning
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preference alignment
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machine translation
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Papers
Auto-PRE: An Automatic and Cost-Efficient Peer-Review Framework for Language Generation Evaluation
AAAI 2026
Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs
ACL 2026
Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities
AAAI 2026
Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models
AAAI 2026
Simulating Dispute Mediation with LLM-Based Agents for Legal Research
AAAI 2026
Augmenting Multi-Agent Communication with State Delta Trajectory
EMNLP 2025
BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models
AAAI 2025
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges
ACL 2025
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
ACL 2025
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment
AAAI 2025
Knowledge Editing through Chain-of-Thought
EMNLP 2025
Learning LLM-as-a-Judge for Preference Alignment
ICLR 2025
LegalAgentBench: Evaluating LLM Agents in Legal Domain
ACL 2025
PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings
EMNLP 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
EMNLP 2025
SimVBG: Simulating Individual Values by Backstory Generation
EMNLP 2025
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval
AAAI 2024
DRAGIN: Dynamic Retrieval Augmented Generation based on the Real-time Information Needs of Large Language Models
ACL 2024
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
NeurIPS 2024
Prompt Refinement with Image Pivot for Text-to-Image Generation
ACL 2024
STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals
EMNLP 2024
Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models
ACL 2024
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval
AAAI 2024
CaseEncoder: A Knowledge-enhanced Pre-trained Model for Legal Case Encoding
EMNLP 2023