Shuo Sun
29 papers · 2018–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (9) π Cross-Pollinator (13)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(67)
π
Academic Marathon
(7)
π§¬
Topic Evolution
π₯
Mega-Team
(61)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(136)
β‘
Prolific Year
(6)
π
Conference Pioneer
π
Century Club
(28)
π₯
Unstoppable
(6)
π
Trend Setter
β
The Questioner
(2)
Conferences
EMNLP (9)
AACL (4)
ACL (4)
AAAI (3)
IJCNLP (3)
NAACL (3)
COLING (1)
EACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(7)
machine translation
(6)
cross-lingual information retrieval
(4)
multimodal learning
(4)
quality estimation
(4)
benchmark evaluation
(3)
multitask learning
(3)
question answering
(3)
audio understanding
(3)
transfer learning
(3)
instruction following
(3)
evaluation benchmark
(2)
low-resource language
(2)
pre-trained representation
(2)
multilingual model
(2)
speech processing
(2)
document retrieval
(2)
emotion recognition
(2)
multilingual retrieval
(2)
data augmentation
(2)
Papers
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
EMNLP 2025
High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification
IJCNLP 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
IJCNLP 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
IJCNLP 2025
Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?
EMNLP 2025
Online MDP with Prototypes Information: A Robust Adaptive Approach
AAAI 2025
High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification
AACL 2025
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
AACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
AACL 2025
Soft Syntactic Reinforcement for Neural Event Extraction
NAACL 2025
AudioBench: A Universal Benchmark for Audio Large Language Models
NAACL 2025
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore
ACL 2025
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context
AAAI 2024
EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading
AAAI 2024
Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations
COLING 2024
TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning
NIPS 2023
An Exploratory Study on Model Compression for Text-to-SQL
ACL 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison
EMNLP 2023
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages
EMNLP 2022
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications
EMNLP 2021
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
EACL 2021
An Exploratory Study on Multilingual Quality Estimation
AACL 2020
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval
EMNLP 2020
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task
EMNLP 2020
Collecting Verified COVID-19 Question Answer Pairs
EMNLP 2020
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
ACL 2020
Are we Estimating or Guesstimating Translation Quality?
ACL 2020
Cross-Lingual Learning-to-Rank with Shared Representations
NAACL 2018