← Authors

Minjoon Seo

68 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (3) πŸƒ Academic Marathon (10) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (12) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (17) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (32) πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (236) ⚑ Prolific Year (6) πŸ’Ž Century Club (66) ❓ The Questioner (4) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

EMNLP (21) ACL (16) ICLR (9) NAACL (8) NIPS (5) AAAI (3) IJCNLP (2) CONLL (1) CVPR (1) EACL (1) ICML (1)

Top co-authors

Joel Jang (17) Hyunji Lee (12) Seonghyeon Ye (12) Sohee Yang (11) Seungone Kim (10) Hannaneh Hajishirzi (10) Sungdong Kim (8) Doyoung Kim (8) Geewook Kim (6) Hanseok Oh (5)

Keywords

large language model (12) language model (7) zero-shot learning (7) information retrieval (6) question answering (6) instruction following (4) instruction tuning (4) transfer learning (3) few-shot learning (3) open-domain question answering (3) reward modeling (3) zero-shot generalization (3) prompt tuning (3) mixture of expert (3) text generation (3) vision-language model (3) generative retrieval (3) document retrieval (2) language model alignment (2) reinforcement learning (2)

Papers

Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026
State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models AAAI 2026
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? ICLR 2025
Latent Action Pretraining from Videos ICLR 2025
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025
Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
Generative Prompt Internalization NAACL 2025
Towards Reliable and Practical Phishing Detection NAACL 2025
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 2025
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs ICLR 2024
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models ICLR 2024
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards EMNLP 2024
Aligning Large Language Models by On-Policy Self-Judgment ACL 2024
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation ACL 2024
REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024
How Well Do Large Language Models Truly Ground? NAACL 2024
KTRL+F: Knowledge-Augmented In-Document Search NAACL 2024
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL 2024
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets ICLR 2024
How Do Large Language Models Acquire Factual Knowledge During Pretraining? NIPS 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models EMNLP 2024
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora EMNLP 2024
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues ACL 2023
Fixed Input Parameterization for Efficient Prompting ACL 2023
Nonparametric Decoding for Generative Retrieval ACL 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models ACL 2023
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation ACL 2023
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR 2023
Aligning Large Language Models through Synthetic Feedback EMNLP 2023
A Bayesian Approach To Analysing Training Data Attribution In Deep Learning NIPS 2023
An Integrated Search System for Korea Weather Data EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning ICML 2023
Data-efficient end-to-end Information Extraction for Statistical Legal Analysis EMNLP 2022
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction NIPS 2022
Generative Multi-hop Retrieval EMNLP 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NIPS 2022
Towards Continual Knowledge Learning of Language Models ICLR 2022
Cost-effective End-to-end Information Extraction for Semi-structured Document Images EMNLP 2021
Spatial Dependency Parsing for Semi-Structured Document Information Extraction IJCNLP 2021
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering NAACL 2021
Spatial Dependency Parsing for Semi-Structured Document Information Extraction ACL 2021
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ACL 2020
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension EMNLP 2019
Proceedings of the 2nd Workshop on Machine Reading for Question Answering EMNLP 2019
Mixture Content Selection for Diverse Sequence Generation EMNLP 2019
Mixture Content Selection for Diverse Sequence Generation IJCNLP 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index ACL 2019
Neural Speed Reading via Skim-RNN ICLR 2018
Standardized Tests as benchmarks for Artificial Intelligence EMNLP 2018
Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension EMNLP 2018
Proceedings of the Workshop on Machine Reading for Question Answering ACL 2018
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data ACL 2017
Zero-Shot Relation Extraction via Reading Comprehension CONLL 2017
Solving Geometry Problems: Combining Text and Diagram Interpretation EMNLP 2015