SangWoo Cho
19 papers · 2019–2026 · 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 (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(12)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Renaissance Researcher
(6)
ποΈ
Keyword Collector
(85)
Top co-authors
Research topics
Machine Learning
(12)
Natural Language Processing
(11)
Generation
(8)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(6)
Core Methods
(5)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(3)
Data Science & Analytics
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Keywords
extractive summarization
(5)
determinantal point process
(3)
text generation
(3)
large language model
(3)
benchmark evaluation
(2)
sports analytics
(2)
abstractive summarization
(2)
multimodal learning
(2)
text summarization
(2)
few-shot learning
(1)
text mining
(1)
text classification
(1)
fact verification
(1)
knowledge distillation
(1)
representation learning
(1)
sentiment analysis
(1)
transfer learning
(1)
zero-shot learning
(1)
document summarization
(1)
opinion summarization
(1)
Papers
Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization
EACL 2026
InFoBench: Evaluating Instruction Following Ability in Large Language Models
ACL 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
NAACL 2024
Polarity Calibration for Opinion Summarization
NAACL 2024
SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs
ACL 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
EMNLP 2024
DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4
EMNLP 2023
Generating User-Engaging News Headlines
ACL 2023
OASum: Large-Scale Open Domain Aspect-based Summarization
ACL 2023
Unsupervised Multi-document Summarization with Holistic Inference
IJCNLP 2023
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation
AAAI 2022
Salience Allocation as Guidance for Abstractive Summarization
EMNLP 2022
Skills Regularized Task Decomposition for Multi-task Offline Reinforcement Learning
NeurIPS 2022
Toward Unifying Text Segmentation and Long Document Summarization
EMNLP 2022
StreamHover: Livestream Transcript Summarization and Annotation
EMNLP 2021
Better Highlighting: Creating Sub-Sentence Summary Highlights
EMNLP 2020
Self-Attention Network for Skeleton-based Human Action Recognition
WACV 2020
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization
ACL 2019
Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations
EMNLP 2019