Fangchao Liu
6 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
few-shot learning
(2)
in-context learning
(2)
zero-shot learning
(2)
relation extraction
(1)
model evaluation
(1)
bias detection
(1)
markov decision process
(1)
reward function
(1)
spurious correlation
(1)
structural causal model
(1)
prompt optimization
(1)
pre-trained language model
(1)
chain-of-thought prompting
(1)
causal intervention
(1)
demonstration selection
(1)
open relation extraction
(1)
large language model
(1)
system prompt
(1)
user prompt
(1)
entity ranking
(1)
Papers
P3: Prompts Promote Prompting
ACL 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot
EMNLP 2025
Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning
EMNLP 2025
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
ACL 2022
Pre-training to Match for Unified Low-shot Relation Extraction
ACL 2022
Element Intervention for Open Relation Extraction
ACL 2021