← Authors

Shuo Sun

29 papers · 2018–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (11) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (67) πŸƒ Academic Marathon (7) 🧬 Topic Evolution πŸ‘₯ Mega-Team (61) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (136) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter ❓ 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

AiTi Aw (7) Bin Wang (7) Jian Su (6) Wenyu Zhang (6) Yuze Gao (5) Bin Chen (5) Francisco GuzmΓ‘n (5) Nancy F. Chen (5) Xunlong Zou (4) Yuchen Zhang (4)

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