Minjoon Seo

139 papers A* 26B 1Journal 79Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams.
CoRR
Jiyeon Kim, Hyunji Lee, Dylan Zhou, Sue Hyun Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Sungmin Cha, Minjoon Seo
2026 — conf
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact.
EACL (Volume 1: Long Papers)
Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo
2026 J jnl
Lost in the Noise: How Reasoning Models Fail with Contextual Distractors.
CoRR
Seongyun Lee, Yongrae Jo, Minju Seo, Moontae Lee, Minjoon Seo
2026 A* conf
State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models.
AAAI
Geewook Kim, Minjoon Seo
2026 J jnl
TSLM: Tree-Structured Language Modeling for Divergent Thinking.
CoRR
Doyoung Kim, JaeHyeok Doo, Minjoon Seo
2025 J jnl
Context-Informed Grounding Supervision.
CoRR
Hyunji Lee, Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo
2025 J jnl
Differential Information: An Information-Theoretic Perspective on Preference Optimization.
CoRR
Yunjae Won, Hyunji Lee, Hyeonbin Hwang, Minjoon Seo
2025 J jnl
Does Audio Matter for Modern Video-LLMs and Their Benchmarks?
CoRR
Geewook Kim, Minjoon Seo
2025 — conf
Generative Prompt Internalization.
NAACL (Long Papers)
Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo
2025 A* conf
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
ICLR
Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo
2025 A* conf
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition.
ICLR
Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo
2025 A* conf
Latent Action Pretraining from Videos.
ICLR
Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo
2025 J jnl
Let's Predict Sentence by Sentence.
CoRR
Hyeonbin Hwang, Byeongguk Jeon, Seungone Kim, Jiyeon Kim, Hoyeon Chang, Sohee Yang, Seungpil Won, Dohaeng Lee, Youbin Ahn, Minjoon Seo
2025 J jnl
MambaMia: A State-Space-Model-Based Compression for Efficient Video Understanding in Large Multimodal Models.
CoRR
Geewook Kim, Minjoon Seo
2025 J jnl
Reasoning Models Better Express Their Confidence.
CoRR
Dongkeun Yoon, Seungone Kim, Sohee Yang, Sunkyoung Kim, Soyeon Kim, Yongil Kim, Eunbi Choi, Yireun Kim, Minjoon Seo
2025 A* conf
RouterRetriever: Routing over a Mixture of Expert Embedding Models.
AAAI
Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo
2025 — conf
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
NAACL (Long Papers)
Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2025 J jnl
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think.
CoRR
Seongyun Lee, Seungone Kim, Minju Seo, Yongrae Jo, Dongyoung Go, Hyeonbin Hwang, Jinho Park, Xiang Yue, Sean Welleck, Graham Neubig, Moontae Lee, Minjoon Seo
2025 J jnl
The Coverage Principle: A Framework for Understanding Compositional Generalization.
CoRR
Hoyeon Chang, Jinho Park, Hanseul Cho, Sohee Yang, Miyoung Ko, Hyeonbin Hwang, Seungpil Won, Dohaeng Lee, Youbin Ahn, Minjoon Seo
2025 — conf
Towards Reliable and Practical Phishing Detection.
NAACL (Industry Track)
Hyowon Cho, Minjoon Seo
2025 J jnl
Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling.
CoRR
Hyunji Lee, Wenhao Yu, Hongming Zhang, Kaixin Ma, Jiyeon Kim, Dong Yu, Minjoon Seo
2024 — conf
Aligning Large Language Models by On-Policy Self-Judgment.
ACL (1)
Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu
2024 J jnl
Aligning Large Language Models by On-Policy Self-Judgment.
CoRR
Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu
2024 A* conf
Aligning to Thousands of Preferences via System Message Generalization.
NeurIPS
Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo
2024 J jnl
Aligning to Thousands of Preferences via System Message Generalization.
CoRR
Seongyun Lee, Sue Hyun Park, Seungone Kim, Minjoon Seo
2024 J jnl
Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model.
CoRR
Doyoung Kim, Jongwon Lee, Jinho Park, Minjoon Seo
2024 J jnl
DSAI: Unbiased and Interpretable Latent Feature Extraction for Data-Centric AI.
CoRR
Hyowon Cho, Soonwon Ka, Daechul Park, Jaewook Kang, Minjoon Seo, Bokyung Son
2024 A* conf
Exploring the Practicality of Generative Retrieval on Dynamic Corpora.
EMNLP
Chaeeun Kim, Soyoung Yoon, Hyunji Lee, Joel Jang, Sohee Yang, Minjoon Seo
2024 A* conf
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets.
ICLR
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
2024 J jnl
Generative Context Distillation.
CoRR
Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo
2024 A* conf
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization.
EMNLP
Miyoung Ko, Sue Hyun Park, Joonsuk Park, Minjoon Seo
2024 A* conf
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
NeurIPS
Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo
2024 J jnl
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
CoRR
Hoyeon Chang, Jinho Park, Seonghyeon Ye, Sohee Yang, Youngkyung Seo, Du-Seong Chang, Minjoon Seo
2024 J jnl
How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?
CoRR
Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo
2024 — conf
How Well Do Large Language Models Truly Ground?
NAACL-HLT
Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo
2024 J jnl
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models.
CoRR
Hanseok Oh, Hyunji Lee, Seonghyeon Ye, Haebin Shin, Hansol Jang, Changwook Jun, Minjoon Seo
2024 J jnl
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis.
Trans. Assoc. Comput. Linguistics
Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo
2024 J jnl
Investigating How Large Language Models Leverage Internal Knowledge to Perform Complex Reasoning.
CoRR
Miyoung Ko, Sue Hyun Park, Joonsuk Park, Minjoon Seo
2024 A* conf
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following.
AAAI
Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo
2024 — conf
KTRL+F: Knowledge-Augmented In-Document Search.
NAACL-HLT
Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo
2024 J jnl
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition.
CoRR
Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo
2024 — conf
LangBridge: Multilingual Reasoning Without Multilingual Supervision.
ACL (1)
Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo
2024 J jnl
LangBridge: Multilingual Reasoning Without Multilingual Supervision.
CoRR
Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo
2024 J jnl
Latent Action Pretraining from Videos.
CoRR
Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Se June Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo
2024 A* conf
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning.
EMNLP
Geewook Kim, Minjoon Seo
2024 J jnl
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning.
CoRR
Geewook Kim, Minjoon Seo
2024 J jnl
Pegasus-v1 Technical Report.
CoRR
Raehyuk Jung, Hyojun Go, Jaehyuk Yi, Jiho Jang, Daniel Kim, Jay Suh, Aiden Seung Joon Lee, Cooper Han, Jae Lee, Jeff Kim, Jin-Young Kim, Junwan Kim, Kyle Park, Lucas Lee, Mars Ha, Minjoon Seo, Abraham Jo, Ed Park, Hassan Kianinejad, Sj Kim, Tony Moon, Wade Jeong, Andrei Popescu, Esther Kim, EK Yoon, Genie Heo, Henry Choi, Jenna Kang, Kevin Han, Noah Seo, Sunny Nguyen, Ryan Won, Yeonhoo Park, Anthony Giuliani, Dave Chung, Hans Yoon, James Le, Jenny Ahn, June Lee, Maninder Saini, Meredith Sanders, Soyoung Lee, Sue Kim, Travis Couture
2024 J jnl
Preference-free Alignment Learning with Regularized Relevance Reward.
CoRR
Sungdong Kim, Minjoon Seo
2024 A* conf
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models.
EMNLP
Seungone Kim, Juyoung Suk, Shayne Longpre, Bill Yuchen Lin, Jamin Shin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2024 J jnl
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models.
CoRR
Seungone Kim, Juyoung Suk, Shayne Longpre, Bill Yuchen Lin, Jamin Shin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2024 — conf
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.
ACL (Findings)
Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo
2024 J jnl
Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.
CoRR
Seongyun Lee, Seungone Kim, Sue Hyun Park, Geewook Kim, Minjoon Seo
2024 A* conf
Prometheus: Inducing Fine-Grained Evaluation Capability in Language Models.
ICLR
Seungone Kim, Jamin Shin, Yejin Choi, Joel Jang, Shayne Longpre, Hwaran Lee, Sangdoo Yun, Seongjin Shin, Sungdong Kim, James Thorne, Minjoon Seo
2024 — conf
REPLUG: Retrieval-Augmented Black-Box Language Models.
NAACL-HLT
Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Richard James, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih
2024 A* conf
Rethinking the Role of Proxy Rewards in Language Model Alignment.
EMNLP
Sungdong Kim, Minjoon Seo
2024 J jnl
RouterRetriever: Exploring the Benefits of Routing over Multiple Expert Embedding Models.
CoRR
Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo
2024 J jnl
Self-Explore to Avoid the Pit: Improving the Reasoning Capabilities of Language Models with Fine-grained Rewards.
CoRR
Hyeonbin Hwang, Doyoung Kim, Seungone Kim, Seonghyeon Ye, Minjoon Seo
2024 — conf
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards.
EMNLP (Findings)
Hyeonbin Hwang, Doyoung Kim, Seungone Kim, Seonghyeon Ye, Minjoon Seo
2024 — conf
Semiparametric Token-Sequence Co-Supervision.
ACL (1)
Hyunji Lee, Doyoung Kim, Jihoon Jun, Se June Joo, Joel Jang, Kyoung-Woon On, Minjoon Seo
2024 J jnl
Semiparametric Token-Sequence Co-Supervision.
CoRR
Hyunji Lee, Doyoung Kim, Jihoon Jun, Se June Joo, Joel Jang, Kyoung-Woon On, Minjoon Seo
2024 A* conf
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.
ICLR
Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs.
CoRR
Jaehyung Kim, Jaehyun Nam, Sangwoo Mo, Jongjin Park, Sang-Woo Lee, Minjoon Seo, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models.
CoRR
Hyeongmin Lee, Jin-Young Kim, Kyungjune Baek, Jihwan Kim, Hyojun Go, Seongsu Ha, Seokjin Han, Jiho Jang, Raehyuk Jung, Daewoo Kim, GeunOh Kim, Jongmok Kim, Jongseok Kim, Junwan Kim, Soonwoo Kwon, Jangwon Lee, Seungjoon Park, Minjoon Seo, Jay Suh, Jaehyuk Yi, Aiden Seung Joon Lee
2024 J jnl
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models.
CoRR
Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Choi, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
2024 — conf
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.
NAACL-HLT
Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo
2023 A* conf
A Bayesian Approach To Analysing Training Data Attribution In Deep Learning.
NeurIPS
Elisa Nguyen, Minjoon Seo, Seong Joon Oh
2023 J jnl
A Bayesian Perspective On Training Data Attribution.
CoRR
Elisa Nguyen, Minjoon Seo, Seong Joon Oh
2023 A* conf
Aligning Large Language Models through Synthetic Feedback.
EMNLP
Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Donghyun Kwak, Kang Min Yoo, Minjoon Seo
2023 J jnl
Aligning Large Language Models through Synthetic Feedback.
CoRR
Sungdong Kim, Sanghwan Bae, Jamin Shin, Soyoung Kang, Dong-Hyun Kwak, Kang Min Yoo, Minjoon Seo
2023 — conf
An Integrated Search System for Korea Weather Data.
EMNLP (Industry Track)
Jinkyung Jo, Dayeon Ki, Soyoung Yoon, Minjoon Seo
2023 J jnl
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders.
CoRR
Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo
2023 — conf
ClaimDiff: Comparing and Contrasting Claims on Contentious Issues.
ACL (Findings)
Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo
2023 J jnl
Continually Updating Generative Retrieval on Dynamic Corpora.
CoRR
Soyoung Yoon, Chaeeun Kim, Hyunji Lee, Joel Jang, Minjoon Seo
2023 J jnl
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
CoRR
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2023 — conf
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt.
EMNLP (Findings)
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
2023 J jnl
Effortless Integration of Memory Management into Open-Domain Conversation Systems.
CoRR
Eunbi Choi, Kyoung-Woon On, Gunsoo Han, Sungwoong Kim, Daniel Wontae Nam, DaeJin Jo, Seungeun Rho, Taehwan Kwon, Minjoon Seo
2023 A* conf
Exploring the Benefits of Training Expert Language Models over Instruction Tuning.
ICML
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
2023 J jnl
Exploring the Benefits of Training Expert Language Models over Instruction Tuning.
CoRR
Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
2023 J jnl
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets.
CoRR
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
2023 — conf
Fixed Input Parameterization for Efficient Prompting.
ACL (Findings)
Eunbi Choi, Yongrae Jo, Joel Jang, Joonwon Jang, Minjoon Seo
2023 — conf
Gradient Ascent Post-training Enhances Language Model Generalization.
ACL (2)
Dongkeun Yoon, Joel Jang, Sungdong Kim, Minjoon Seo
2023 J jnl
Gradient Ascent Post-training Enhances Language Model Generalization.
CoRR
Dongkeun Yoon, Joel Jang, Sungdong Kim, Minjoon Seo
2023 A* conf
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners.
ICLR
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
2023 J jnl
How Well Do Large Language Models Truly Ground?
CoRR
Hyunji Lee, Se June Joo, Chaeeun Kim, Joel Jang, Doyoung Kim, Kyoung-Woon On, Minjoon Seo
2023 J jnl
Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis.
CoRR
Sohee Yang, Jonghyeon Kim, Joel Jang, Seonghyeon Ye, Hyunji Lee, Minjoon Seo
2023 J jnl
In-Context Instruction Learning.
CoRR
Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang, Hyeongu Yun, Yireun Kim, Minjoon Seo
2023 J jnl
KTRL+F: Knowledge-Augmented In-Document Search.
CoRR
Hanseok Oh, Haebin Shin, Miyoung Ko, Hyunji Lee, Minjoon Seo
2023 — conf
Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
ACL (1)
Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo
2023 — conf
Nonparametric Decoding for Generative Retrieval.
ACL (Findings)
Hyunji Lee, Jaeyoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vladimir Karpukhin, Yi Lu, Minjoon Seo
2023 J jnl
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models.
CoRR
Seungone Kim, Jamin Shin, Yejin Cho, Joel Jang, Shayne Longpre, Hwaran Lee, Sangdoo Yun, Seongjin Shin, Sungdong Kim, James Thorne, Minjoon Seo
2023 J jnl
REPLUG: Retrieval-Augmented Black-Box Language Models.
CoRR
Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Rich James, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih
2023 J jnl
Semi-Parametric Video-Grounded Text Generation.
CoRR
Sungdong Kim, Jin-Hwa Kim, Jiyoung Lee, Minjoon Seo
2023 A* conf
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.
EMNLP
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
2023 J jnl
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.
CoRR
Seungone Kim, Se June Joo, Doyoung Kim, Joel Jang, Seonghyeon Ye, Jamin Shin, Minjoon Seo
2023 — conf
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation.
ACL (1)
Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyu Tae Kim, Minjoon Seo, Alice Oh
2023 — conf
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning.
ACL (Findings)
Hyeonmin Ha, Soyoung Jung, Jinsol Park, Minjoon Seo, Seung-won Hwang, Byung-Gon Chun
2023 J jnl
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision.
CoRR
Seongyun Lee, Sue Hyun Park, Yongrae Jo, Minjoon Seo
2023 J jnl
Zero-Shot Dense Video Captioning by Jointly Optimizing Text and Moment.
CoRR
Yongrae Jo, Seongyun Lee, Aiden SJ Lee, Hyunji Lee, Hanseok Oh, Minjoon Seo
2022 A* conf
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction.
NeurIPS
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
2022 J jnl
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction.
CoRR
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
2022 J jnl
Beyond Fact Verification: Comparing and Contrasting Claims on Contentious Topics.
CoRR
Miyoung Ko, Ingyu Seong, Hwaran Lee, Joonsuk Park, Minsuk Chang, Minjoon Seo
2022 — conf
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts.
TL4NLP
Joel Jang, Seonghyeon Ye, Minjoon Seo
2022 J jnl
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts.
CoRR
Joel Jang, Seonghyeon Ye, Minjoon Seo
2022 J jnl
Contextualized Generative Retrieval.
CoRR
Hyunji Lee, Jaeyoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vlad Karpukhin, Yi Lu, Minjoon Seo
2022 J jnl
Data-efficient End-to-end Information Extraction for Statistical Legal Analysis.
CoRR
Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo
2022 — conf
Data-efficient end-to-end Information Extraction for Statistical Legal Analysis.
NLLP@EMNLP
Wonseok Hwang, Saehee Eom, Hanuhl Lee, Hai Jin Park, Minjoon Seo
2022 A* conf
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records.
NeurIPS
Gyubok Lee, Hyeonji Hwang, Seongsu Bae, Yeonsu Kwon, Woncheol Shin, Seongjun Yang, Minjoon Seo, Jong-Yeup Kim, Edward Choi
2022 A* conf
Generative Multi-hop Retrieval.
EMNLP
Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo
2022 J jnl
Generative Retrieval for Long Sequences.
CoRR
Hyunji Lee, Sohee Yang, Hanseok Oh, Minjoon Seo
2022 J jnl
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners.
CoRR
Seonghyeon Ye, Doyoung Kim, Joel Jang, Joongbo Shin, Minjoon Seo
2022 J jnl
Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
CoRR
Joel Jang, Dongkeun Yoon, Sohee Yang, Sungmin Cha, Moontae Lee, Lajanugen Logeswaran, Minjoon Seo
2022 J jnl
Prompt Injection: Parameterization of Fixed Inputs.
CoRR
Eunbi Choi, Yongrae Jo, Joel Jang, Minjoon Seo
2022 J jnl
Retrieval of Soft Prompt Enhances Zero-Shot Task Generalization.
CoRR
Seonghyeon Ye, Joel Jang, Doyoung Kim, Yongrae Jo, Minjoon Seo
2022 J jnl
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching.
CoRR
Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park
2022 A* conf
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.
EMNLP
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo
2022 J jnl
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.
CoRR
Joel Jang, Seonghyeon Ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo
2022 A* conf
Towards Continual Knowledge Learning of Language Models.
ICLR
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo
2022 J jnl
Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation.
CoRR
Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyu Tae Kim, Minjoon Seo, Alice Oh
2021 — conf
Cost-effective End-to-end Information Extraction for Semi-structured Document Images.
EMNLP (1)
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo
2021 J jnl
Cost-effective End-to-end Information Extraction for Semi-structured Document Images.
CoRR
Wonseok Hwang, Hyunji Lee, Jinyeong Yim, Geewook Kim, Minjoon Seo
2021 — conf
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering.
NAACL-HLT
Sohee Yang, Minjoon Seo
2021 J jnl
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering.
CoRR
Sohee Yang, Minjoon Seo
2021 J jnl
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
CoRR
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 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
2021 — conf
Spatial Dependency Parsing for Semi-Structured Document Information Extraction.
ACL/IJCNLP (Findings)
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo
2021 J jnl
Towards Continual Knowledge Learning of Language Models.
CoRR
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo
2021 J jnl
ViSeRet: A simple yet effective approach to moment retrieval via fine-grained video segmentation.
CoRR
Aiden Seungjoon Lee, Hanseok Oh, Minjoon Seo
2020 J jnl
Is Retriever Merely an Approximator of Reader?
CoRR
Sohee Yang, Minjoon Seo
2020 — conf
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned.
NeurIPS (Competition and Demos)
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 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
2020 — —
Neural Interface for Web-Scale Knowledge.
Minjoon Seo
2020 J jnl
Spatial Dependency Parsing for 2D Document Understanding.
CoRR
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Sohee Yang, Minjoon Seo
2020 — conf
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing.
AKBC
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo
2020 J jnl
Syntactic Question Abstraction and Retrieval for Data-Scarce Semantic Parsing.
CoRR
Wonseok Hwang, Jinyeong Yim, Seunghyun Park, Minjoon Seo
2019 J jnl
A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization.
CoRR
Wonseok Hwang, Jinyeung Yim, Seunghyun Park, Minjoon Seo
2019 — conf
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension.
MRQA@EMNLP
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen
2019 J jnl
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension.
CoRR
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen
2019 — ed.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019
MRQA@EMNLP
Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen
2018 — ed.
Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, Melbourne, Australia, July 19, 2018
QA@ACL
Eunsol Choi, Minjoon Seo, Danqi Chen, Robin Jia, Jonathan Berant
2017 B conf
Zero-Shot Relation Extraction via Reading Comprehension.
CoNLL
Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer
2017 J jnl
Zero-Shot Relation Extraction via Reading Comprehension.
CoRR
Omer Levy, Minjoon Seo, Eunsol Choi, Luke Zettlemoyer