Andreea Iana
@andreea-iana.bsky.social
PhD candidate @ University of Mannheim working on #RecSys, information retrieval & #NLP | prev. visited WüNLP@UniWürzburg
https://andreeaiana.github.io/
https://andreeaiana.github.io/
Thanks to its walk-based corpus generation, Walk&Retrieve is:
✅ Adaptable to dynamic KGs
✅ Efficient: no fine-tuning of backbone LLM, single LLM call/query
✅ Compatible w/ any LLM
Achieving:
📈More accurate answers
📉Fewer hallucinated or missing responses
⏳Low query latency
✅ Adaptable to dynamic KGs
✅ Efficient: no fine-tuning of backbone LLM, single LLM call/query
✅ Compatible w/ any LLM
Achieving:
📈More accurate answers
📉Fewer hallucinated or missing responses
⏳Low query latency
May 23, 2025 at 12:49 PM
Thanks to its walk-based corpus generation, Walk&Retrieve is:
✅ Adaptable to dynamic KGs
✅ Efficient: no fine-tuning of backbone LLM, single LLM call/query
✅ Compatible w/ any LLM
Achieving:
📈More accurate answers
📉Fewer hallucinated or missing responses
⏳Low query latency
✅ Adaptable to dynamic KGs
✅ Efficient: no fine-tuning of backbone LLM, single LLM call/query
✅ Compatible w/ any LLM
Achieving:
📈More accurate answers
📉Fewer hallucinated or missing responses
⏳Low query latency
📢 Introducing Walk&Retrieve, a simple yet effective zero-shot #RAG framework based on #knowledgegraph walks!
Arxiv : arxiv.org/abs/2505.16849
GitHub: github.com/MartinBoeckl...
Joint work w/ @martinboeckling.bsky.social @heikopaulheim.bsky.social
Details 👇
Arxiv : arxiv.org/abs/2505.16849
GitHub: github.com/MartinBoeckl...
Joint work w/ @martinboeckling.bsky.social @heikopaulheim.bsky.social
Details 👇
May 23, 2025 at 12:48 PM
📢 Introducing Walk&Retrieve, a simple yet effective zero-shot #RAG framework based on #knowledgegraph walks!
Arxiv : arxiv.org/abs/2505.16849
GitHub: github.com/MartinBoeckl...
Joint work w/ @martinboeckling.bsky.social @heikopaulheim.bsky.social
Details 👇
Arxiv : arxiv.org/abs/2505.16849
GitHub: github.com/MartinBoeckl...
Joint work w/ @martinboeckling.bsky.social @heikopaulheim.bsky.social
Details 👇