Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAanBfFwSyU20ERaI-2SYw16_b36AFmzk9GQUae0_OCkQ/assertion>. }
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- embedKgqa type Workflow assertion.
- graftNet type Workflow assertion.
- kgt5 type Workflow assertion.
- nsm type Workflow assertion.
- pullNet type Workflow assertion.
- structGpt type Workflow assertion.
- transferNet type Workflow assertion.
- uniKgqa type Workflow assertion.
- rog type Workflow assertion.
- arXiv.2502.16171 type Entity assertion.
- bamnet type Workflow assertion.
- beamQa type Workflow assertion.
- chatGptCot type Workflow assertion.
- eperm type Workflow assertion.
- eprNsm type Workflow assertion.
- grailQaRanking type Workflow assertion.
- kdCot type Workflow assertion.
- kvMem type Workflow assertion.
- llama2Chat7B type Workflow assertion.
- srNsm type Workflow assertion.
- srNsmE2e type Workflow assertion.
- toGchatGpt type Workflow assertion.
- embedKgqa label "EmbedKGQA" assertion.
- graftNet label "GraftNet" assertion.
- kgt5 label "KGT5" assertion.
- nsm label "NSM" assertion.
- pullNet label "PullNet" assertion.
- structGpt label "StructGPT" assertion.
- transferNet label "TransferNet" assertion.
- uniKgqa label "UniKGQA" assertion.
- rog label "RoG" assertion.
- bamnet label "BAMnet" assertion.
- beamQa label "BeamQA" assertion.
- chatGptCot label "ChatGPT+CoT" assertion.
- eperm label "Evidence Path Enhanced Reasoning Model (EPERM)" assertion.
- eprNsm label "EPR+NSM" assertion.
- grailQaRanking label "GrailQA Ranking" assertion.
- kdCot label "KD-CoT" assertion.
- kvMem label "KV-Mem" assertion.
- llama2Chat7B label "LLaMA2-Chat-7B" assertion.
- srNsm label "SR+NSM" assertion.
- srNsmE2e label "SR+NSM+E2E" assertion.
- toGchatGpt label "ToG+ChatGPT" assertion.
- eperm comment "EPERM is a three-stage framework that reformulates KGQA as a probabilistic graphical model for enhanced reasoning. It uses fine-tuned LLMs as agents to interact with KGs in stages: subgraph retrieval, evidence path finding (generating and scoring weighted plans/paths), and final answer prediction. This unified approach combines LLM capabilities with KG structural information for faithful reasoning, representing a synergized model for effective reasoning." assertion.
- arXiv.2502.16171 describes eperm assertion.
- arXiv.2502.16171 discusses embedKgqa assertion.
- arXiv.2502.16171 discusses graftNet assertion.
- arXiv.2502.16171 discusses kgt5 assertion.
- arXiv.2502.16171 discusses nsm assertion.
- arXiv.2502.16171 discusses pullNet assertion.
- arXiv.2502.16171 discusses structGpt assertion.
- arXiv.2502.16171 discusses transferNet assertion.
- arXiv.2502.16171 discusses uniKgqa assertion.
- arXiv.2502.16171 discusses rog assertion.
- arXiv.2502.16171 discusses bamnet assertion.
- arXiv.2502.16171 discusses beamQa assertion.
- arXiv.2502.16171 discusses chatGptCot assertion.
- arXiv.2502.16171 discusses eprNsm assertion.
- arXiv.2502.16171 discusses grailQaRanking assertion.
- arXiv.2502.16171 discusses kdCot assertion.
- arXiv.2502.16171 discusses kvMem assertion.
- arXiv.2502.16171 discusses llama2Chat7B assertion.
- arXiv.2502.16171 discusses srNsm assertion.
- arXiv.2502.16171 discusses srNsmE2e assertion.
- arXiv.2502.16171 discusses toGchatGpt assertion.
- eperm subject SynergizedReasoning assertion.
- arXiv.2502.16171 title "EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering" assertion.
- eperm hasTopCategory SynergizedLLMKG assertion.