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Paper Citation Record · LEDGER

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA

As of 22 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2607.14561.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.14561 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T01:48:41.286688Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

69 of 69 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved64
  • parse uncertain0
  • malformed identifier2
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External citation measurements

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Outbound references

Observation f7b5da49-42ee-472f-b79d-c43558074703 · outbound

This paper cites Claude-3 Model Card (2024),https://api.semanticscholar.org/CorpusID:268232499.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Claude-3 Model Card (2024),https://api.semanticscholar.org/CorpusID:268232499

Reference 1

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Observation 5f373c0c-3026-4e7a-9378-77abfc28bc53 · outbound

This paper cites In: Proceedings of the 6th International The Semantic Web and 2nd Asian Conference on Asian Semantic Web Conference.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 6th International The Semantic Web and 2nd Asian Conference on Asian Semantic Web Conference

Reference 2

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Observation 22d00dc4-99c4-4608-bb83-b4c7cfcf910c · outbound

This paper cites In: Rogers, A., Boyd-Graber, J., Okazaki, N.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Rogers, A., Boyd-Graber, J., Okazaki, N

Reference 3

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Observation 950fed6e-1094-4e4b-9e2d-d3d9095af7a7 · outbound

This paper cites In: Hruschka, E., Mitchell, T., Rahman, S., Mladenić, D., Grobelnik, M.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Hruschka, E., Mitchell, T., Rahman, S., Mladenić, D., Grobelnik, M

Reference 4

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Observation d40b129c-9510-4218-89a7-7cf4b8d9c92b · outbound

This paper cites In: Pan, J.Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O., Kagal, L.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Pan, J.Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O., Kagal, L

Reference 5

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Observation ebe156dc-5eed-494f-b62d-5faf6e5a7ad5 · outbound

This paper cites In: Liu, F., Solorio, T.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Liu, F., Solorio, T

Reference 6

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Observation 81bc48ee-4316-48ea-a461-4a3e935cf8f4 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 7

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Observation 9ee6ee19-5d4b-41b7-a3bd-74ea7f037a06 · outbound

This paper cites In: Shi, W., Yu, W., Asai, A., Jiang, M., Durrett, G., Hajishirzi, H., Zettlemoyer, L.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Shi, W., Yu, W., Asai, A., Jiang, M., Durrett, G., Hajishirzi, H., Zettlemoyer, L

Reference 8

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Observation 27e51e34-2dab-40f9-b917-743ad556cf33 · outbound

This paper cites Language models show human-like content effects on reasoning tasks.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Language models show human-like content effects on reasoning tasks

Reference 9

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Observation 4ab4e26e-e9cc-4bc6-96d7-efbeb44b190c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

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Observation c2a2b46c-c85d-4c6c-af71-a26d705ce527 · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 11

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Observation 8d24d631-dc7e-40b7-8a93-67e6fad16e58 · outbound

This paper cites In: Alharbi, R., de Berardinis, J., Groth, P., Meroño-Peñuela, A., Simperl, E., Tamma, V.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Alharbi, R., de Berardinis, J., Groth, P., Meroño-Peñuela, A., Simperl, E., Tamma, V

Reference 12

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Observation 8b5fe2d8-f341-4f1f-b19d-8c2ec65a2b9d · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 13

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Observation 49fea2d1-60ff-4dc4-bacd-1d1d8d55cb25 · outbound

This paper cites In: Verma, H., Bozzon, A., Mauri, A., Yang, J.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Verma, H., Bozzon, A., Mauri, A., Yang, J

Reference 14

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Observation 3ba0489b-be01-474c-bd8a-77ef11a6fafa · outbound

This paper cites In: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Reference 15

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Observation 51ca0f61-d037-4462-b357-df703b7a459d · outbound

This paper cites The Llama 3 Herd of Models.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA The Llama 3 Herd of Models

Reference 16

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This paper cites In: Chiruzzo, L., Ritter, A., Wang, L.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Chiruzzo, L., Ritter, A., Wang, L

Reference 17

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Observation 00b804a4-d078-478d-bb45-26eea2f00dee · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA ACM Trans

Reference 18

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Mistral 7B

Reference 19

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Observation a9bc116f-53e7-45a3-b1f4-05fa4c312284 · outbound

This paper cites In: Bouamor, H., Pino, J., Bali, K.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Bouamor, H., Pino, J., Bali, K

Reference 20

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 56th Annual ACM Symposium on Theory of Computing

Reference 21

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Observation 44e8e02d-e9d1-4667-923d-43d1c314c8ab · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA org/abs/2504.09037

Reference 22

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Observation 184ef728-fb7d-43c3-a349-36d79432ad8c · outbound

This paper cites In: Pro- ceedings of Workshops at the 50th International Conference on Very Large Data Bases, VLDB 2024, Guangzhou, China, August 26-30, 2024.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Pro- ceedings of Workshops at the 50th International Conference on Very Large Data Bases, VLDB 2024, Guangzhou, China, August 26-30, 2024

Reference 23

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Observation 7feca181-e09f-4240-bead-e6a8739c44ae · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: SEMANTiCS (Posters & Demos) (2023)

Reference 24

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Observation b47596d1-676b-416a-b7c0-65adffe62d08 · outbound

This paper cites In: Chiruzzo, L., Ritter, A., Wang, L.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Chiruzzo, L., Ritter, A., Wang, L

Reference 25

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 34th Interna- tional Conference on Neural Information Processing Systems

Reference 26

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This paper cites Implicit Reasoning in Large Language Models: A Comprehensive Survey.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Implicit Reasoning in Large Language Models: A Comprehensive Survey

Reference 27

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This paper cites In: ICLR 2025 Workshop on Foundation Models in the Wild (2025),https://openreview.net/ forum?id=2NbxnNI94F.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: ICLR 2025 Workshop on Foundation Models in the Wild (2025),https://openreview.net/ forum?id=2NbxnNI94F

Reference 28

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Observation 75b5ae11-570e-4dc2-abc1-b271ebc06e39 · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Al-Onaizan, Y., Bansal, M., Chen, Y.N

Reference 29

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This paper cites In: Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region

Reference 30

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 31

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Gesese, G.A., Sack, H., Paulheim, H., Merono- 20 N

Reference 32

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Observation d3159856-8efe-471a-a6b7-ed62da37c52a · outbound

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MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Zinke-Wehlmann, C., Friedrich, J

Reference 33

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Observation 7b122ec6-de47-4439-a948-d561f3292238 · outbound

This paper cites Transactions on Machine Learning Research (2023),https://openreview.net/forum?id=jh7wH2AzKK, sur- vey Certification.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Transactions on Machine Learning Research (2023),https://openreview.net/forum?id=jh7wH2AzKK, sur- vey Certification

Reference 34

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Observation 91b6023f-1c3e-463e-9f97-b6a99fbaff4b · outbound

This paper cites Training Sparse Mixture Of Experts Text Embedding Models.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Training Sparse Mixture Of Experts Text Embedding Models

Reference 35

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Observation 6e69cb12-402b-42e1-b687-3e3c7a0ea1da · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA gpt-oss-120b & gpt-oss-20b Model Card

Reference 36

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Observation 7808ed38-4099-4207-98f0-6641248b8dd2 · outbound

This paper cites Training language models to follow instructions with human feedback.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Training language models to follow instructions with human feedback

Reference 37

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Observation ec90a9a9-10e1-4db7-b76c-075bb2fc5386 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering36(7), 3580–3599 (2024).

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA IEEE Transactions on Knowledge and Data Engineering36(7), 3580–3599 (2024)

Reference 38

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Observation b749245c-ff35-41bc-88e8-2a731afb8163 · outbound

This paper cites FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA FIRESPARQL: A LLM-based Framework for SPARQL Query Generation over Scholarly Knowledge Graphs

Reference 39

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Observation 59267a0e-1a59-4e3a-8d34-44a47c47d1bd · outbound

This paper cites ACM Trans.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA ACM Trans

Reference 40

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Observation 05972549-9109-4d24-90da-196a6de8d983 · outbound

This paper cites Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Text-to-SPARQL Goes Beyond English: Multilingual Question Answering Over Knowledge Graphs through Human-Inspired Reasoning

Reference 41

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Observation 9e72d229-0883-4fad-8977-12d1c8b5b124 · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 42

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Observation e541286c-0158-47cd-b14d-76d77d7f6018 · outbound

This paper cites In: 2022 IEEE 16th International Conference on Semantic Computing (ICSC).

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: 2022 IEEE 16th International Conference on Semantic Computing (ICSC)

Reference 43

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Observation be6c554f-243a-4421-82a6-cb4792d87393 · outbound

This paper cites Journal of Machine Learning Research21(140), 1–67 (2020), http://jmlr.org/papers/v21/20-074.html.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Journal of Machine Learning Research21(140), 1–67 (2020), http://jmlr.org/papers/v21/20-074.html

Reference 44

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Observation 770f21a8-fc5c-46c2-9280-59323fb86170 · outbound

This paper cites In: Roos, M., Jacobsen, A., Splendiani, A., Marshall, M.S., Waag- meester, A., Castro, L.J.G., Wolstencroft, K., Hettne, K.M., Vos, R.A.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Roos, M., Jacobsen, A., Splendiani, A., Marshall, M.S., Waag- meester, A., Castro, L.J.G., Wolstencroft, K., Hettne, K.M., Vos, R.A

Reference 45

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Observation bf67281e-0f1d-4e59-8a31-a9eed3f218bc · outbound

This paper cites In: Hernandez Farias, D.I., Hope, T., Li, M.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Hernandez Farias, D.I., Hope, T., Li, M

Reference 46

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Observation 7cc87203-12af-4a41-afd4-221fd9485885 · outbound

This paper cites MST5 -- Multilingual Question Answering over Knowledge Graphs.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA MST5 -- Multilingual Question Answering over Knowledge Graphs

Reference 47

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Observation 2a1dc6f1-be53-452a-a063-2f37ead34812 · outbound

This paper cites In: Proceedings of the 12th Knowledge Capture Conference 2023.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 12th Knowledge Capture Conference 2023

Reference 48

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Observation aa26519b-9961-411a-b58e-4004dac5d71d · outbound

This paper cites In: Kim, B., Yue, Y., Chaudhuri, S., Fragkiadaki, K., Khan, M., Sun, Y.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Kim, B., Yue, Y., Chaudhuri, S., Fragkiadaki, K., Khan, M., Sun, Y

Reference 49

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Observation 94938d21-b2a6-4210-acac-fa939ae893d7 · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 50

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Observation 309ad25a-9fd8-444f-a3bd-4e5b7bdbf954 · outbound

This paper cites In: The Semantic Web – ISWC 2023: 22nd International Se- mantic Web Conference, Athens, Greece, November 6–10, 2023, Proceedings, Part I.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: The Semantic Web – ISWC 2023: 22nd International Se- mantic Web Conference, Athens, Greece, November 6–10, 2023, Proceedings, Part I

Reference 51

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Observation 97eaedb1-6638-4c05-990a-0bb04af0a372 · outbound

This paper cites GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Reference 52

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Observation b77506ae-a075-4d67-95cf-1c78b974ca1a · outbound

This paper cites Gemma 3 Technical Report.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Gemma 3 Technical Report

Reference 53

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Observation 3c56225a-e1e7-40df-bc73-3a90050ae39a · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 54

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Observation 29984e5e-f45b-4315-8e3f-7860a178670b · outbound

This paper cites Semantic Web 10(2), 293–304 (2019).https://doi.org/10.3233/SW-180312.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Semantic Web 10(2), 293–304 (2019).https://doi.org/10.3233/SW-180312

Reference 55

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Observation 5bf853fe-48a9-4943-b4a3-37cc11b29506 · outbound

This paper cites Semantic Web15(6), 2193–2207 (2024).

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Semantic Web15(6), 2193–2207 (2024)

Reference 56

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Observation 65c8da85-65ca-4786-baee-fb8a97bf6eb9 · outbound

This paper cites In: Proceedings of the 12th Knowledge Capture Conference 2025, K-CAP 2025, The Thirteenth International Conference on Knowledge Capture, December 10 - 12, 2025, Day- ton, Ohio, USA.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Proceedings of the 12th Knowledge Capture Conference 2025, K-CAP 2025, The Thirteenth International Conference on Knowledge Capture, December 10 - 12, 2025, Day- ton, Ohio, USA

Reference 57

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Observation 3fb27304-3400-4dee-aff7-78ce7f8e6832 · outbound

This paper cites In: Alam, M., Rospocher, M., van Erp, M., Hollink, L., Gesese, G.A.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Alam, M., Rospocher, M., van Erp, M., Hollink, L., Gesese, G.A

Reference 58

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Observation f4aafbf8-e5be-42be-8c05-57450e10a33b · outbound

This paper cites In: Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B.D., Schockaert, S.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Eugenio, B.D., Schockaert, S

Reference 59

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Observation a2aaf1ef-2df8-416f-ae25-f8c6c96ea2ef · outbound

This paper cites Com- munications of the ACM57(10), 78–85 (2014).

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Com- munications of the ACM57(10), 78–85 (2014)

Reference 60

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Observation 3a5fa489-f7eb-4beb-a1a1-945823a41cca · outbound

This paper cites In: The Semantic Web – ISWC 2025: 24th International Seman- tic Web Conference, Nara, Japan, November 2–6, 2025, Proceedings, Part I.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: The Semantic Web – ISWC 2025: 24th International Seman- tic Web Conference, Nara, Japan, November 2–6, 2025, Proceedings, Part I

Reference 61

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Observation 9dd0039f-245e-44a5-a93e-9586dd53c1b5 · outbound

This paper cites Emergent Abilities of Large Language Models.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Emergent Abilities of Large Language Models

Reference 62

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Observation 0d5caaf6-bcd6-458f-93e0-4c88e114019c · outbound

This paper cites In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id=i9q9xDMjG7.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id=i9q9xDMjG7

Reference 63

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Observation ccca436e-bc6b-4109-b4d0-3d3cb607cb8d · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 64

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Observation 941b2444-adec-4094-8d86-a320e99ceb21 · outbound

This paper cites From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL over Heterogeneous Knowledge Graphs.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL over Heterogeneous Knowledge Graphs

Reference 65

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Observation b5fe7d5b-af32-40a7-becc-b475e848eaa6 · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 98

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Observation 4717374f-cae6-411f-b68a-53974fa10711 · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 192

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Observation 151e1ddf-613c-4e55-8e18-d2cf09b9196c · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 4157

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Observation 23bc60b0-9a73-4e84-bed5-20c98ce32ef3 · outbound

This paper cites an unresolved cited work.

MARS: Multi-hop Adaptive Retrieval and SPARQL Generation for KGQA Unresolved cited work

Reference 8545

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Pith citing papers

No inbound Pith citation observations are available.