Peifeng Wang
12 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Conference Pioneer
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Deep Learning
(4)
Generation
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
knowledge graph
(3)
model evaluation
(2)
large language model
(2)
question answering
(2)
multi-hop reasoning
(2)
judge model
(2)
commonsense reasoning
(2)
language model
(2)
text generation
(1)
instruction following
(1)
knowledge distillation
(1)
out-of-distribution generalization
(1)
relational reasoning
(1)
graph embedding
(1)
prompt-based learning
(1)
language model evaluation
(1)
pairwise comparison
(1)
adversarial attack
(1)
semantic analysis
(1)
distributional semantics
(1)
Papers
Direct Judgement Preference Optimization
EMNLP 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators
ICML 2025
ReIFE: Re-evaluating Instruction-Following Evaluation
NAACL 2025
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales
ICLR 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation
ACL 2023
Contextualized Scene Imagination for Generative Commonsense Reasoning
ICLR 2022
Do Language Models Perform Generalizable Commonsense Inference?
ACL 2021
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
ICLR 2021
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering
EMNLP 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
EMNLP 2020
When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models
EMNLP 2020
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
AAAI 2019