Yang, Sohee
- Knowledge Unlearning for Mitigating Privacy Risks in Language Models
2022/10/04 by Joel Jang, Dongkeun Yoon, Jang, Joel +11 · 52 citations
Computer Science · #Privacy-Preserving Technologies in Data
- Do Large Language Models Latently Perform Multi-Hop Reasoning?
2024/02/26 by Sohee Yang, Yang, Sohee, Elena Gribovskaya +7 · 25 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- How Do Large Language Models Acquire Factual Knowledge During Pretraining?
2024/06/17 by Hoyeon Chang, Chang, Hoyeon, Jinho Park +11 · 1 voice · 21 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Topic Modeling #cs.CL
- Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
2024/11/25 by Sohee Yang, Yang, Sohee, Nora Kassner +7 · 3 voices · 6 citations
Computer Science · #cs.CL
- Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
2024/06/18 by Biran, Eden, Gottesman, Daniela, Yang, Sohee +2 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
2022/04/29 by Jang, Joel, Ye, Seonghyeon, Lee, Changho +5 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Continual Knowledge Learning of Language Models
2021/10/07 by Joel Jang, Seonghyeon Ye, Jang, Joel +13 · 7 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Reasoning Models Better Express Their Confidence
2025/05/20 by Dongkeun Yoon, Seungone Kim, Yoon, Dongkeun +15 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Spatial Dependency Parsing for Semi-Structured Document Information Extraction
2020/05/01 by Hwang, Wonseok, Yim, Jinyeong, Park, Seunghyun +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
2023/02/28 by Seonghyeon Ye, Ye, Seonghyeon, Hyeonbin Hwang +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Is Retriever Merely an Approximator of Reader?
2020/10/21 by Yang, Sohee, Seo, Minjoon · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
2021/01/01 by Min, Sewon, Boyd-Graber, Jordan, Alberti, Chris +50 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Nonparametric Decoding for Generative Retrieval
2022/10/05 by Hyunji Lee, Lee, Hyunji, Jaeyoung Kim +13 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis
2023/05/24 by Sohee Yang, Yang, Sohee, Jonghyeon Kim +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?
2025/06/12 by Yang, Sohee, Lee, Sang-Woo, Kassner, Nora +3 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Characterizing Pattern Matching and Its Limits on Compositional Task Structures
2025/05/26 by Jinho Park, Chang, Hoyeon, Hanseul Cho +15 · 1 citation
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Economic Policies and Impacts #Economic, financial, and policy analysis #FOS: Computer and information sciences #I.2.6 #Italy: Economic History and Contemporary Issues #Machine Learning (cs.LG)
- PiCSAR: Probabilistic Confidence Selection And Ranking for Reasoning Chains
2025/08/29 by Leang, Joshua Ong Jun, Zhao, Zheng, Gema, Aryo Pradipta +7 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Large-Scale Answerer in Questioner's Mind for Visual Dialog Question\n Generation
2019/02/21 by Sangwoo Lee, Lee, Sang-Woo, Tong Gao +8 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications