Shaobo Li
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Learning Types
(6)
Artificial Intelligence
(4)
Core AI
(4)
Resources & Methods
(3)
Applications · Natural Language Processing
(2)
Generation
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Representation
(1)
Keywords
question answering
(2)
multi-hop question answering
(2)
pre-trained language model
(2)
information retrieval
(2)
few-shot learning
(2)
factual knowledge
(2)
evaluation framework
(1)
llm evaluation
(1)
masked language model
(1)
knowledge probing
(1)
evaluation benchmark
(1)
knowledge base
(1)
chain-of-thought reasoning
(1)
model alignment
(1)
data leakage
(1)
text representation
(1)
clustering algorithm
(1)
counterfactual reasoning
(1)
knowledge graph
(1)
language modeling
(1)
Papers
CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning
AAAI 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions
EMNLP 2025
RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA
AAAI 2023
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis
ACL 2022
Pre-training Language Models with Deterministic Factual Knowledge
EMNLP 2022
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions
AAAI 2021