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
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.