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Peilin Zhou

10 papers · 2021–2025 · 7 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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+2 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸš€ Conference Pioneer
πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze

Venues

Interspeech (3) NeurIPS (2) ACL (1) ECCV (1) EMNLP (1) IJCAI (1) MICCAI (1)

Top co-authors

Dading Chong (5) Yining Hua (5) Qingcheng Zeng (3) jie Yang (3) Yongchao Xu (2) Chenyu You (2) Jiageng Wu (2) Helin Wang (2) Jian Chen (2) Han Fang (1)

Research topics

Natural Language Processing (5) Applications (4) Machine Learning (3) Resources & Methods (3) Artificial Intelligence (2) Speech & Audio (2) Learning Paradigms (2) Recognition (2) Analysis (1) Application Areas (1) Core Methods (1) Generation (1) Learning Types (1) Understanding (1)

Keywords

retrieval-augmented generation (2) intent detection (2) metric learning (1) transfer learning (1) optimal transport (1) cross-lingual transfer (1) chain-of-thought reasoning (1) energy efficiency (1) named entity recognition (1) document retrieval (1) low-resource learning (1) sql generation (1) semantic matching (1) question answering (1) few-shot learning (1) pre-trained language model (1) task decomposition (1) benchmark evaluation (1) language model fine-tuning (1) model compression (1)

Papers

DeKeyNLU: Enhancing Natural Language to SQL Generation through Task Decomposition and Keyword Extraction EMNLP 2025 FinTextQA: A Dataset for Long-form Financial Question Answering ACL 2024 Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation MICCAI 2024 Shifted Autoencoders for Point Annotation Restoration in Object Counting ECCV 2024 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NeurIPS 2023 GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost IJCAI 2023 Calibrate and Refine! A Novel and Agile Framework for ASR Error Robust Intent Detection Interspeech 2022 Low-resource Accent Classification in Geographically-proximate Settings: A Forensic and Sociophonetics Perspective Interspeech 2022 METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related Tweets NeurIPS 2022 Semantic Transportation Prototypical Network for Few-Shot Intent Detection Interspeech 2021