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.
What Is KBQA and What Are Its Benchmarks?
#llms #seq2seq #naturallanguageprocessing #kbqa #largeknowledgebases #semanticparsing #entitylinking #kbqabenchmarks
https://hackernoon.com/what-is-kbqa-and-what-are-its-benchmarks
#llms #seq2seq #naturallanguageprocessing #kbqa #largeknowledgebases #semanticparsing #entitylinking #kbqabenchmarks
https://hackernoon.com/what-is-kbqa-and-what-are-its-benchmarks
Hackernoon
What Is KBQA and What Are Its Benchmarks? | HackerNoon
The KBQA task aims to make large knowledge bases accessible by natural language.
Fine-tuned LLMs Know More, Hallucinate Less With Few-Shot Sequence-to-Sequence Semantic Parsing
#llms #aihallucinations #sequencetosequence #chatgpt3 #opendomainquestions #semanticparsing #seq2seq #wikiwebquestions
https://hackernoon.com/fine-tuned-llms-know-more-hallucinate-less-with-few-shot-sequence-to-sequence-semantic-parsing
#llms #aihallucinations #sequencetosequence #chatgpt3 #opendomainquestions #semanticparsing #seq2seq #wikiwebquestions
https://hackernoon.com/fine-tuned-llms-know-more-hallucinate-less-with-few-shot-sequence-to-sequence-semantic-parsing
Hackernoon
Fine-tuned LLMs Know More, Hallucinate Less With Few-Shot Sequence-to-Sequence Semantic Parsing | HackerNoon
This paper presents WikiWebQuestions, a highquality question answering benchmark for Wikidata. We modify SPARQL to use the unique domain and property names inst
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.
Limitations, Ethical Considerations, and More: Everything You Need to Know About WikiWebQuestions
#llms #wikiwebquestions #knowledgebase #semanticparsing #entitylinking #llmsethicalconsiderations #datasets #gpt3
https://hackernoon.com/limitations-ethical-considerations-and-more-everything-you-need-to-know-about-wikiwebquestions
#llms #wikiwebquestions #knowledgebase #semanticparsing #entitylinking #llmsethicalconsiderations #datasets #gpt3
https://hackernoon.com/limitations-ethical-considerations-and-more-everything-you-need-to-know-about-wikiwebquestions
Hackernoon
Limitations, Ethical Considerations, and More: Everything You Need to Know About WikiWebQuestions | HackerNoon
We have created a new high-quality benchmark, WikiWebQuestions, for large knowledge-base question answering.
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: