Bingsheng Yao
14 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Legion
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Topic Evolution
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Dynamic Duo
(13)
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The Questioner
(3)
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Artificial Intelligence
(10)
Natural Language Processing
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Core AI
(8)
Applications · Natural Language Processing
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Machine Learning
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Learning Paradigms
(4)
Interdisciplinary
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Resources & Methods
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Education
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Generation
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Learning Types
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Computer Science
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Deep Learning
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Application Areas
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Applications · Computer Science
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Keywords
question answering
(4)
large language model
(3)
question generation
(2)
reading comprehension
(2)
text generation
(2)
active learning
(2)
natural language explanation
(2)
narrative comprehension
(2)
temporal reasoning
(1)
in-context learning
(1)
transfer learning
(1)
information retrieval
(1)
passage retrieval
(1)
text summarization
(1)
model evaluation
(1)
prompt engineering
(1)
natural language inference
(1)
narrative understanding
(1)
story comprehension
(1)
explanation generation
(1)
Papers
Can LLM Agents Simulate Multi-Turn Human Behavior? Evidence from Real Online Customer Behavior Data
ACL 2026
LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks
ACL 2026
Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation
ACL 2026
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction
EMNLP 2025
Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents
ACL 2025
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling
NAACL 2024
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning
EMNLP 2024
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations
ACL 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture
EMNLP 2023
‘Don’t Get Too Technical with Me’: A Discourse Structure-Based Framework for Automatic Science Journalism
EMNLP 2023
Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension
ACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
It is AI’s Turn to Ask Humans a Question: Question-Answer Pair Generation for Children’s Story Books
ACL 2022
Frustratingly Hard Evidence Retrieval for QA Over Books
ACL 2020