Jiduan Liu

3 papers · 2022–2023 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)

Venues

EMNLP (2) ACL (1)

Top co-authors

Dongyan Zhao (3) Jingang Wang (3) Jiahao Liu (3) Rui Yan (3) Wei Wu (2) Qifan Wang (2) Yunsen Xian (1) Kai Chen (1) Xunliang Cai (1) Ran Wang (1)

Research topics

Deep Learning (3) Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Resources & Methods (2) Application Areas (1) Architectures (1) Generation (1) Models (1)

Keywords

model compression (1) unsupervised learning (1) representation learning (1) contrastive learning (1) reinforcement learning (1) knowledge transfer (1) knowledge distillation (1) information retrieval (1) passage retrieval (1) dense retrieval (1) learning to rank (1) semantic similarity (1) retrieval-augmented generation (1) prompt tuning (1) dual encoder (1) sentence representation (1) language model compression (1) dense passage retrieval (1) retrieval-based learning (1) large language model (1)

Papers

RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression EMNLP 2023 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022