Hanqi Yan
18 papers · 2019–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Dynamic Duo
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The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(15)
Artificial Intelligence
(12)
Core AI
(11)
Natural Language Processing
(10)
Core Methods
(9)
Deep Learning
(8)
Learning Types Β· Deep Learning
(7)
Learning Types Β· Machine Learning
(7)
Applications
(5)
Resources & Methods
(5)
Reinforcement Learning
(3)
Methods
(3)
Optimization & Theory
(3)
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(2)
Generation
(2)
Keywords
large language model
(7)
in-context learning
(3)
contrastive learning
(2)
representation learning
(2)
preference alignment
(2)
question answering
(2)
knowledge graph
(2)
reinforcement learning
(2)
text classification
(2)
information extraction
(1)
knowledge distillation
(1)
embedding space
(1)
learning theory
(1)
embedding learning
(1)
passage retrieval
(1)
embedding
(1)
information retrieval
(1)
commonsense knowledge
(1)
chain-of-thought reasoning
(1)
probabilistic inference
(1)
Papers
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
AAAI 2026
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering
ACL 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
EMNLP 2025
Constrain Alignment with Sparse Autoencoders
ICML 2025
Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference
ACL 2025
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery
EMNLP 2025
Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning
ICML 2025
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
ICML 2025
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models
ACL 2024
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
EMNLP 2024
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning
ACL 2024
The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
EMNLP 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems
EMNLP 2024
Counterfactual Generation with Identifiability Guarantees
NeurIPS 2023
Distinguishability Calibration to In-Context Learning
EACL 2023
Addressing token uniformity in transformers via singular value transformation
UAI 2022
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction
ACL 2021
LexicalAT: Lexical-Based Adversarial Reinforcement Training for Robust Sentiment Classification
EMNLP 2019