Heejin Do
15 papers · 2023–2026 · 5 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.
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37) 🏆 Keyword Champion (2)
🤝
Dynamic Duo
(11)
🌈
Renaissance Researcher
(6)
🗃️
Keyword Collector
(71)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Core AI
(9)
Core Methods
(7)
Natural Language Processing
(6)
Generation
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Applications · Natural Language Processing
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
reinforcement learning
(3)
automated essay scoring
(3)
score imbalance
(2)
large language model
(2)
autoregressive model
(2)
contrastive learning
(2)
essay scoring
(2)
controllable summarization
(2)
grammatical error correction
(1)
text summarization
(1)
data augmentation
(1)
document retrieval
(1)
instruction tuning
(1)
reward design
(1)
information retrieval
(1)
document summarization
(1)
curriculum learning
(1)
semantic similarity
(1)
multi-objective optimization
(1)
topic modeling
(1)
Papers
Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search
ACL 2026
Exploring Iterative Controllable Summarization with Large Language Models
EACL 2026
DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition
NAACL 2025
Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection
EMNLP 2025
Multi-Facet Blending for Faceted Query-by-Example Retrieval
ACL 2025
Multimodal Cognitive Reframing Therapy via Multi-hop Psychotherapeutic Reasoning
NAACL 2025
Revisiting Early Detection of Sexual Predators via Turn-level Optimization
NAACL 2025
Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring
NAACL 2025
Acoustic Feature Mixup for Balanced Multi-aspect Pronunciation Assessment
Interspeech 2024
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards
EMNLP 2024
Autoregressive Score Generation for Multi-trait Essay Scoring
EACL 2024
Key-Element-Informed sLLM Tuning for Document Summarization
Interspeech 2024
Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning
ACL 2024
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring
ACL 2023
Score-balanced Loss for Multi-aspect Pronunciation Assessment
Interspeech 2023