Jinyoung Yeo
39 papers · 2018–2025 · 10 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π€
Dynamic Duo
(19)
ποΈ
Keyword Collector
(177)
β
The Questioner
(5)
β‘
Prolific Year
(11)
π
Century Club
(39)
Conferences
EMNLP (14)
ACL (9)
AAAI (4)
NAACL (4)
EACL (3)
COLING (1)
ICLR (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
large language model
(14)
dialogue system
(10)
question answering
(6)
transfer learning
(4)
commonsense reasoning
(3)
multi-task learning
(3)
knowledge distillation
(3)
conversational agent
(3)
low-resource language
(3)
benchmark evaluation
(2)
zero-shot learning
(2)
sentiment analysis
(2)
text classification
(2)
weakly supervised learning
(2)
reinforcement learning
(2)
language model
(2)
reinforcement learning from human feedback
(2)
multilingual nlp
(2)
preference alignment
(2)
representation learning
(2)
Papers
LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
ACL 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
ACL 2025
Can You Share Your Story? Modeling Clientsβ Metacognition and Openness for LLM Therapist Evaluation
ACL 2025
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
EMNLP 2025
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
EMNLP 2025
Towards Lifelong Dialogue Agents via Timeline-based Memory Management
NAACL 2025
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
ICLR 2025
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation
EMNLP 2025
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
NAACL 2025
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
EMNLP 2025
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization
ACL 2025
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning
NIPS 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales
AAAI 2024
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models
ACL 2024
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
ACL 2024
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
ACL 2024
Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy
ACL 2024
Commonsense-augmented Memory Construction and Management in Long-term Conversations via Context-aware Persona Refinement
EACL 2024
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering
EACL 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
EMNLP 2024
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
EMNLP 2024
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
EMNLP 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization
EMNLP 2024
Cactus: Towards Psychological Counseling Conversations using Cognitive Behavioral Theory
EMNLP 2024
RTSUM: Relation Triple-based Interpretable Summarization with Multi-level Salience Visualization
NAACL 2024
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification
EACL 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents
EMNLP 2023
TUTORING: Instruction-Grounded Conversational Agent for Language Learners
AAAI 2023
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization
COLING 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
NAACL 2022
TrustAL: Trustworthy Active Learning Using Knowledge Distillation
AAAI 2022
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
AAAI 2022
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets
EMNLP 2022
Less is More: Attention Supervision with Counterfactuals for Text Classification
EMNLP 2020
Label-Efficient Training for Next Response Selection
EMNLP 2020
Learning with Limited Data for Multilingual Reading Comprehension
IJCNLP 2019
Learning with Limited Data for Multilingual Reading Comprehension
EMNLP 2019
Soft Representation Learning for Sparse Transfer
ACL 2019
Translations as Additional Contexts for Sentence Classification
IJCAI 2018