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
Evaluating WikiSP on WikiWebQuestions: The Experiments We Ran
#gpt3 #wikisp #semanticparser #wikiwebquestions #webquestionssp #entitylinking #entitylinkingerrors #sparql
https://hackernoon.com/evaluating-wikisp-on-wikiwebquestions-the-experiments-we-ran
#gpt3 #wikisp #semanticparser #wikiwebquestions #webquestionssp #entitylinking #entitylinkingerrors #sparql
https://hackernoon.com/evaluating-wikisp-on-wikiwebquestions-the-experiments-we-ran
Hackernoon
Evaluating WikiSP on WikiWebQuestions: The Experiments We Ran | HackerNoon
In this section, we evaluate WikiSP on WikiWebQuestions and demonstrate how it can be used to complement large language models such as GPT-3.
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.
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.
Experimenting With QALD-7: Evaluating WikiSP
#gpt3 #whatisqald7 #wikisp #linkeddata #entitylinking #manuallycrafteddatasets #wwqdataset #wikiwebquestions
https://hackernoon.com/experimenting-with-qald-7-evaluating-wikisp
#gpt3 #whatisqald7 #wikisp #linkeddata #entitylinking #manuallycrafteddatasets #wwqdataset #wikiwebquestions
https://hackernoon.com/experimenting-with-qald-7-evaluating-wikisp
Hackernoon
Experimenting With QALD-7: Evaluating WikiSP | HackerNoon
We use the QALD (Question Answering over Linked Data) dataset. QALD-7 is a series of challenges started in 2011