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Entity Synonym Discovery via Multipiece Bilateral Context Matching. Chenwei Zhang1 , Yaliang Li2 , Nan Du3 , Wei Fan3 and Philip S. Yu4 1Amazon, Seattle, WA 98109 USA 2Alibaba Group, Bellevue, WA 98004 USA 3Tencent Medical AI Lab, Palo Alto, CA 94306 USA 4University of Illinois at Chicago, Chicago, IL 60607 USA cwzhang@amazon.com, yaliang.li ...
Synonym entity: You define a category of terms as an entity (color), and then one or more values in that category (blue). For each value you specify a bunch of synonyms ( aqua , navy ). At run time, your assistant recognizes terms in the user input that exactly match the values or synonyms that you defined for the entity as mentions of that entity.
23 gen 2017 · In contrast with synonym mining where entity itself is completely specified by referent string, [5] is focused on a set of entity attribute values simultaneously which in turn can be entity ...
10 mag 2024 · Entity set expansion and synonym discovery are two critical NLP tasks. Previous studies accomplish them separately, without exploring their interdependencies. In this work, we hypothesize that these two tasks are tightly coupled because two synonymous entities tend to have a similar likelihood of belonging to various semantic classes.
6 giorni fa · On four biomedical entity normalization datasets having three different entity types (disease, chemical, adverse reaction), our model BioSyn consistently outperforms previous state-of-the-art models almost reaching the upper bound on each dataset. Anthology ID: 2020.acl-main.335. Volume:
Instead of using entities features, SynonymNet makes use of multiple pieces of contexts in which the entity is mentioned, and compares the context-level similarity via a bilateral matching schema. Experimental results demonstrate that the proposed model is able to detect synonym sets that are not observed during training on both generic and ...
1 set 2020 · anyone (Mike) July 2, 2021, 8:20am 3. It seems that case_sensitive: false doesn’t have any effect when setting this Parameter at the EntitySynonymMapper. However it seems that you can deactivate case sensitivity by providing the word in lowercase. For example.
