Semantic Parsing for Wikidata: What You Need to Know
#llms #semanticparsing #wikidata #qidandpid #publicknowledgebases #naturallanguageunderstanding #entitylinking #entitylinkererrors
https://hackernoon.com/semantic-parsing-for-wikidata-what-you-need-to-know
#llms #semanticparsing #wikidata #qidandpid #publicknowledgebases #naturallanguageunderstanding #entitylinking #entitylinkererrors
https://hackernoon.com/semantic-parsing-for-wikidata-what-you-need-to-know
Hackernoon
Semantic Parsing for Wikidata: What You Need to Know | HackerNoon
Unlike relational databases and Freebase, Wikidata has no predefined domains or types. Any entity can have an arbitrary set of properties.
Implementation Details of the Entity Linker and the WikiSP Semantic Parser
#entitylinking #wikispsemanticparser #seq2seq #finetunedrefined #wikidata #sparql #whatisaentitylinker #wikiwebquestions
https://hackernoon.com/implementation-details-of-the-entity-linker-and-the-wikisp-semantic-parser
#entitylinking #wikispsemanticparser #seq2seq #finetunedrefined #wikidata #sparql #whatisaentitylinker #wikiwebquestions
https://hackernoon.com/implementation-details-of-the-entity-linker-and-the-wikisp-semantic-parser
Hackernoon
Implementation Details of the Entity Linker and the WikiSP Semantic Parser | HackerNoon
We use ReFinED (Ayoola et al., 2022) for entity linking, which is the current state of the art for WebQuestionsSP. We add the question and entity pairs
WikiWebQuestions (WWQ) Dataset: What Is It?
#llms #wikiwebquestions #wwqdataset #datasets #wikidata #aihallucinations #semanticparsing #seq2seq
https://hackernoon.com/wikiwebquestions-wwq-dataset-what-is-it
#llms #wikiwebquestions #wwqdataset #datasets #wikidata #aihallucinations #semanticparsing #seq2seq
https://hackernoon.com/wikiwebquestions-wwq-dataset-what-is-it
Hackernoon
WikiWebQuestions (WWQ) Dataset: What Is It? | HackerNoon
We migrated WebQuestionsSP, the best collection of natural language questions over a general knowledge graph, from Freebase to Wikidata.
Examples of Recovering from Entity
Linking Errors
#entitylinkingerrors #llmtrainingsets #refinedentitylinkermodel #heuristics #wikidata #whatisrefined #semanticparsing #entitylinking
https://hackernoon.com/examples-of-recovering-from-entity-linking-errors
Linking Errors
#entitylinkingerrors #llmtrainingsets #refinedentitylinkermodel #heuristics #wikidata #whatisrefined #semanticparsing #entitylinking
https://hackernoon.com/examples-of-recovering-from-entity-linking-errors
Hackernoon
Examples of Recovering from Entity
Linking Errors | HackerNoon
Linking Errors | HackerNoon
Here, we illustrate our proposal of using entity mentions to recover from entity linking errors. In the training set, we have the following example: