Minjoon Seo

According to our database, Minjoon Seo authored at least 75 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Semiparametric Token-Sequence Co-Supervision.

Hyunji Lee, Doyoung Kim, Jihoon Jun, Se June Joo, Joel Jang, Kyoung-Woon On, Minjoon Seo

CoRR, 2024

INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models.

Hanseok Oh, Hyunji Lee, Seonghyeon Ye, Haebin Shin, Hansol Jang, Changwook Jun, Minjoon Seo

CoRR, 2024

Aligning Large Language Models by On-Policy Self-Judgment.

Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu

CoRR, 2024

Preference-free Alignment Learning with Regularized Relevance Reward.

Sungdong Kim, Minjoon Seo

CoRR, 2024

LangBridge: Multilingual Reasoning Without Multilingual Supervision.

Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo

CoRR, 2024

Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.

Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo

CoRR, 2024

Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following.

Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders.

Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo

CoRR, 2023

How Well Do Large Language Models Truly Ground?

Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo

CoRR, 2023

KTRL+F: Knowledge-Augmented In-Document Search.

Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo

CoRR, 2023

Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.

Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo

CoRR, 2023

Prometheus: Inducing Fine-grained Evaluation Capability in Language Models.

Seungone Kim, Jamin Shin, Yejin Cho, Joel Jang, Shayne Longpre, Hwaran Lee, Sangdoo Yun, Seongjin Shin, Sungdong Kim, James Thorne, Minjoon Seo

CoRR, 2023

FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets.

Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo

CoRR, 2023

Zero-Shot Dense Video Captioning by Jointly Optimizing Text and Moment.

Yongrae Jo, Seongyun Lee, Aiden SJ Lee, Hyunji Lee, Hanseok Oh, Minjoon Seo

CoRR, 2023

A Bayesian Perspective On Training Data Attribution.

Elisa Nguyen, Minjoon Seo, Seong Joon Oh

CoRR, 2023

Continually Updating Generative Retrieval on Dynamic Corpora.

Soyoung Yoon, Chaeeun Kim, Hyunji Lee, Joel Jang, Minjoon Seo

CoRR, 2023

Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis.

Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo

CoRR, 2023

Effortless Integration of Memory Management into Open-Domain Conversation Systems.

Eunbi Choi, Kyoung-Woon On, Gunsoo Han, Sungwoong Kim, Daniel Wontae Nam, Daejin Jo, Seungeun Rho, Taehwan Kwon, Minjoon Seo

CoRR, 2023

In-Context Instruction Learning.

Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo

CoRR, 2023

REPLUG: Retrieval-Augmented Black-Box Language Models.

Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Rich James, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih

CoRR, 2023

Semi-Parametric Video-Grounded Text Generation.

Sungdong Kim, Jin-Hwa Kim, Jiyoung Lee, Minjoon Seo

CoRR, 2023

A Bayesian Approach To Analysing Training Data Attribution In Deep Learning.

Elisa Nguyen, Minjoon Seo, Seong Joon Oh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring the Benefits of Training Expert Language Models over Instruction Tuning.

Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo

Proceedings of the International Conference on Machine Learning, 2023

Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners.

Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt.

Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.

Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Aligning Large Language Models through Synthetic Feedback.

Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Donghyun Kwak, Kang Min Yoo, Minjoon Seo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

An Integrated Search System for Korea Weather Data.

Jinkyung Jo, Dayeon Ki, Soyoung Yoon, Minjoon Seo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation.

Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyu Tae Kim, Minjoon Seo, Alice Oh

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Gradient Ascent Post-training Enhances Language Model Generalization.

Dongkeun Yoon, Joel Jang, Sungdong Kim, Minjoon Seo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Nonparametric Decoding for Generative Retrieval.

Hyunji Lee, JaeYoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vladimir Karpukhin, Yi Lu, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

ClaimDiff: Comparing and Contrasting Claims on Contentious Issues.

Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Knowledge Unlearning for Mitigating Privacy Risks in Language Models.

Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning.

Hyeonmin Ha, Soyoung Jung, Jinsol Park, Minjoon Seo, Seung-won Hwang, Byung-Gon Chun

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Fixed Input Parameterization for Efficient Prompting.

Eunbi Choi, Yongrae Jo, Joel Jang, Joonwon Jang, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization.

Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo

CoRR, 2022

Contextualized Generative Retrieval.

Hyunji Lee, Jaeyoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vlad Karpukhin, Yi Lu, Minjoon Seo

CoRR, 2022

Prompt Injection: Parameterization of Fixed Inputs.

Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo

CoRR, 2022

Beyond Fact Verification: Comparing and Contrasting Claims on Contentious Topics.

Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo

CoRR, 2022

Generative Retrieval for Long Sequences.

Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo

CoRR, 2022

Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching.

Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park

CoRR, 2022

Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts.

Joel Jang, Seonghyeon Ye, Minjoon Seo

Proceedings of the Transfer Learning for Natural Language Processing Workshop, 2022

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.

Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction.

Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Continual Knowledge Learning of Language Models.

Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo

Proceedings of the Tenth International Conference on Learning Representations, 2022

Generative Multi-hop Retrieval.

Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.

Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Data-efficient end-to-end Information Extraction for Statistical Legal Analysis.

Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo

Proceedings of the Natural Legal Language Processing Workshop, 2022

2021

ViSeRet: A simple yet effective approach to moment retrieval via fine-grained video segmentation.

Aiden Seungjoon Lee, Hanseok Oh, Minjoon Seo

CoRR, 2021

Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering.

Sohee Yang, Minjoon Seo

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Cost-effective End-to-end Information Extraction for Semi-structured Document Images.

Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Spatial Dependency Parsing for Semi-Structured Document Information Extraction.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Neural Interface for Web-Scale Knowledge.

Minjoon Seo

PhD thesis, 2020

Is Retriever Merely an Approximator of Reader?

Sohee Yang, Minjoon Seo

CoRR, 2020

Spatial Dependency Parsing for 2D Document Understanding.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo

CoRR, 2020

NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.

Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick S. H. Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih

Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing.

Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

Contextualized Sparse Representations for Real-Time Open-Domain Question Answering.

Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Contextualized Sparse Representation with Rectified N-Gram Attention for Open-Domain Question Answering.

Jinhyuk Lee, Min Joon Seo, Hannaneh Hajishirzi, Jaewoo Kang

CoRR, 2019

A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization.

Wonseok Hwang, Jinyeung Yim, Seunghyun Park, Minjoon Seo

CoRR, 2019

Mixture Content Selection for Diverse Sequence Generation.

Jaemin Cho, Min Joon Seo, Hannaneh Hajishirzi

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index.

Min Joon Seo, Jinhyuk Lee, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension.

Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018

Neural Speed Reading via Skim-RNN.

Min Joon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 6th International Conference on Learning Representations, 2018

Phrase-Indexed Question Answering: A New Challenge for Scalable Document Comprehension.

Min Joon Seo, Tom Kwiatkowski, Ankur P. Parikh, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Query-Reduction Networks for Question Answering.

Min Joon Seo, Sewon Min, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 5th International Conference on Learning Representations, 2017

Bidirectional Attention Flow for Machine Comprehension.

Min Joon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 5th International Conference on Learning Representations, 2017

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension.

Aniruddha Kembhavi, Min Joon Seo, Dustin Schwenk, Jonghyun Choi, Ali Farhadi, Hannaneh Hajishirzi

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Zero-Shot Relation Extraction via Reading Comprehension.

Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Question Answering through Transfer Learning from Large Fine-grained Supervision Data.

Sewon Min, Min Joon Seo, Hannaneh Hajishirzi

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Query-Regression Networks for Machine Comprehension.

Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi

CoRR, 2016

A Diagram is Worth a Dozen Images.

Aniruddha Kembhavi, Mike Salvato, Eric Kolve, Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

Solving Geometry Problems: Combining Text and Diagram Interpretation.

Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni, Clint Malcolm

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014

Bilicam: using mobile phones to monitor newborn jaundice.

Lilian de Greef, Mayank Goel, Min Joon Seo, Eric C. Larson, James W. Stout, James A. Taylor, Shwetak N. Patel

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Diagram Understanding in Geometry Questions.

Min Joon Seo, Hannaneh Hajishirzi, Ali Farhadi, Oren Etzioni

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014