This repo collects AWESOME papers/books/blogs/lectures/codes about word sense disambiguation (WSD) and the phenomenon of linguistic ambiguity. This includes not only the narrow area of WSD in an engineering view but more general coverage of ambiguity in linguistics, e.g., structural/lexical ambiguity, polysemy, metaphor&metonymy, semantic changes, coreference resolution, entity linking, uncertainty, and so on. I hope such broad coverage helps us explore the topic extensively and thoroughly.
If you have any ideas for improvements, please send a message on the corresponding discussion or issues.
You may also send an email to us (liuzhu22@mails.tsinghua.edu.cn) with "[Awesome Word Sense Disambiguation]" as the subject (tell us where it was published, and send us a GitHub link and arxiv link if they are available).
Tag NOTE:
EL
: Entity Linking
WSD
: Word Sense Disambiguation
OOD
: out-of-distributed test, including zero/few-shot, LFS, MFS
framework
: A new framework to define the problem
benchmark
: A new benchmark
application
: Applying WSD into a downstream task
evaluation
: To evaluate WSD or use WSD to evaluate others
method
: A method to solve an issue in WSD
linguistics
: Related to linguistics
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ExtEnD: Extractive Entity Disambiguation Edoardo Barba, Luigi Procopio, Roberto Navigli
ACL
[CODE]EL
framework
-
DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation Niccolò Campolungo, Federico Martelli, Francesco Saina, Roberto Navigli
ACL
[Website]WSD
benchmark
application
evaluation
-
Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang
ACL
[CODE]WSD
OOD
method
-
Nibbling at the Hard Core of Word Sense Disambiguation Marco Maru, Simone Conia, Michele Bevilacqua, Roberto Navigli
ACL
[CODE]WSD
OOD
evaluation
benchmark
-
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem Khalil Mrini, Shaoliang Nie, Jiatao Gu, Sinong Wang, Maziar Sanjabi, Hamed Firooz
ACL
EL
method
-
ACL
[VIDEO]WSD
linguistics
evaluation
application
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UAlberta at LSCDiscovery: Lexical Semantic Change Detection via Word Sense Disambiguation Daniela Teodorescu, Spencer von der Ohe, Grzegorz Kondrak
ACL
WSD
linguistics
-
Disambiguation of morpho-syntactic features of African American English – the case of habitual be Harrison Santiago, Joshua Martin, Sarah Moeller, Kevin Tang
ACL
WSD
linguistics
NOTE: From a linguistics view:
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Nina Hyams, Robert Rodman, and Victoria Fromkin
structural ambiguity (Ch03)
lexical ambiguity (Ch04)
-
Language Files: Materials for an Introduction to Language and Linguistics, 12th Edition
structural ambiguity (5.5.3; 9.6.2)
lexical ambiguity (5.5.3; 9.5.6)
translation(16.4.2)
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Introduction to Semantics An Essential Guide to the Composition of Meaning
Thomas Ede Zimmermann, and Wolfgang Sternefeld
structural ambiguity (Ch02)
lexical ambiguity (Ch03)
NOTE: From a machine learning view:
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Foundations of Statistical Natural Language Processing
Christopher D. Manning and Hinrich Schütze
WSD (Ch07)