Siyi Liu
13 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
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large language model
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news analysis
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knowledge graph reasoning
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information retrieval
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natural language processing
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graph neural network
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text classification
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data annotation
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zero-shot learning
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relation extraction
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in-context learning
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few-shot learning
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semantic analysis
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natural language inference
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deep learning
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document retrieval
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document clustering
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Papers
GraphOracle: Efficient Fully-Inductive Knowledge Graph Reasoning via Relation-Dependency Graphs
AAAI 2026
Talking Point based Ideological Discourse Analysis in News Events
ACL 2025
Conflicts in Texts: Data, Implications and Challenges
EMNLP 2025
Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning
EMNLP 2025
Open Domain Question Answering with Conflicting Contexts
NAACL 2025
Towards Long Context Hallucination Detection
NAACL 2025
Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting
EMNLP 2024
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries
EMNLP 2023
Design Challenges for a Multi-Perspective Search Engine
NAACL 2022
Cold-start Sequential Recommendation via Meta Learner
AAAI 2021
MultiOpEd: A Corpus of Multi-Perspective News Editorials
NAACL 2021
Learnable Embedding sizes for Recommender Systems
ICLR 2021
Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence
CONLL 2019