Researcher

Dekang Lin

Dekang Lin studies statistical language processing, including word similarity, dependency parsing and knowledge acquisition from text. Lin earned a Tsinghua computer science degree in 1985 and an Alberta computing science doctorate in 1992. His interests include parsing, statistical language learning and question answering. With Pantel, Lin published work on word sense discovery, concept discovery and document clustering in 2002. With Bonnie Dorr and Gina-Anne Levow, he published a Chinese–English verb lexicon study for cross-language information retrieval in 2003.

Works
132
Citations
12,498
h-index
38

Publication numbers from OpenAlex, as of 14 October 2026.

Photo of Dekang Lin

Timeline

  1. 1985–1992

    Training in computing

    Lin earned a Tsinghua computer science degree in 1985 and an Alberta computing science doctorate in 1992. His interests include parsing, statistical language learning and question answering.

  2. 1997–1998

    Dependencies and word similarity

    Lin published work on using syntactic dependencies to resolve word sense ambiguity in 1997. In 1998 he published work on retrieving and clustering similar words, an information-theoretic definition of similarity and evaluation of the MINIPAR dependency parser.

  3. 2001

    Discovering inference rules

    Lin and Patrick Pantel published DIRT, a system for discovering inference rules from text, and a related question answering paper. They also studied methods for inducing semantic classes. Their work connects statistical language analysis with the acquisition of information usable in reasoning.

  4. 2002–2003

    Concepts and multilingual retrieval

    With Pantel, Lin published work on word sense discovery, concept discovery and document clustering in 2002. With Bonnie Dorr and Gina-Anne Levow, he published a Chinese–English verb lexicon study for cross-language information retrieval in 2003.

Sources and credits

Photo: bss.csdn.net; CCAI2016中国人工智能大会; creator not stated. License: Not stated by source. Source: bss.csdn.net. Cropped to a square and resized. Ask us to remove or replace this photo.

  1. Dekang Lin — historical author biography and publications webdocs.cs.ualberta.ca. Checked 13 October 2026.