Sohee Yang
18 papers · 2019–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (44) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π€
Dynamic Duo
(10)
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(4)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(81)
Top co-authors
Research topics
Artificial Intelligence
(12)
Natural Language Processing
(12)
Core AI
(11)
Machine Learning
(9)
Resources & Methods
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Applications Β· Natural Language Processing
(4)
Learning Types Β· Deep Learning
(4)
Computer Science
(3)
Application Areas
(3)
Applications Β· Computer Science
(3)
Generation
(3)
Learning Paradigms
(3)
Models
(3)
Keywords
large language model
(8)
knowledge retrieval
(3)
latent reasoning
(3)
generative retrieval
(3)
multi-hop reasoning
(3)
document retrieval
(2)
dialog system
(2)
language model
(2)
information retrieval
(2)
transfer learning
(1)
question generation
(1)
catastrophic forgetting
(1)
model safety
(1)
visual dialog
(1)
sequence modeling
(1)
instruction following
(1)
nearest neighbor search
(1)
automatic speech recognition
(1)
continual learning
(1)
safety alignment
(1)
Papers
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
IJCNLP 2025
Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
ACL 2025
How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?
EMNLP 2025
Do Large Language Models Latently Perform Multi-Hop Reasoning?
ACL 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
EMNLP 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
EMNLP 2024
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
NeurIPS 2024
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
AAAI 2024
Knowledge Unlearning for Mitigating Privacy Risks in Language Models
ACL 2023
Nonparametric Decoding for Generative Retrieval
ACL 2023
Generative Multi-hop Retrieval
EMNLP 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
EMNLP 2022
Towards Continual Knowledge Learning of Language Models
ICLR 2022
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
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers
Interspeech 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory
ACL 2020
Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation
ICLR 2019