Anlei Dong

5 papers · 2009–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (14) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11)

Conferences

EMNLP (4) ACL (1)

Top co-authors

Yi Chang (3) Yeyun Gong (2) Nan Duan (2) Zhaohui Zheng (2) Ruiqiang Zhang (1) Yelong Shen (1) Xin Li (1) Yuki Konda (1) Xiao Liu (1) Shihao Ji (1)

Keywords

dense retrieval (2) text retrieval (1) negative sampling (1) document expansion (1) dual-encoder architecture (1) relevance score (1) pseudo query generation (1) curriculum sampling (1) ambiguous negative (1) contrastive learning (1) query-informed document representation (1)

Papers

CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023

SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022

Iterative Viterbi A* Algorithm for K-Best Sequential Decoding ACL 2012

Learning Recurrent Event Queries for Web Search EMNLP 2010

Empirical Exploitation of Click Data for Task Specific Ranking EMNLP 2009