Anlei Dong

5 papers · 2009–2023 · 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 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

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)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications · Natural Language Processing (2) Core Methods (2) Learning Types · Deep Learning (2) Data Science & Analytics (1) Application Areas (1) Applications · Data Science & Analytics (1) Learning Types · Machine Learning (1) Techniques (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