Minjoon Seo

State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models AAAI 2026 Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact EACL 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026 Latent Action Pretraining from Videos ICLR 2025 The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 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 Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 How Does Vision-Language Adaptation Impact the Safety of Vision Language Models? ICLR 2025 Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards EMNLP 2024 FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets ICLR 2024 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024 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 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 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 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 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 A Bayesian Approach To Analysing Training Data Attribution In Deep Learning NIPS 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR 2023 The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023 Aligning Large Language Models through Synthetic Feedback EMNLP 2023 An Integrated Search System for Korea Weather Data EMNLP 2023 Exploring the Benefits of Training Expert Language Models over Instruction Tuning ICML 2023 Gradient Ascent Post-training Enhances Language Model Generalization ACL 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 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 Cost-effective End-to-end Information Extraction for Semi-structured Document Images EMNLP 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