Think2Go: Generative Next POI Recommendation with LLM Reasoning | Paper Citation Record

Observation 49a55596-1654-42d7-9ff9-b88c1470e3b2 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:56.614873Z

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Observation f6a13035-3e95-47e7-8bd5-416582be7e2d · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:56.721244Z

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Observation 44f87319-6805-4d33-9eab-8971410faf8c · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:56.881198Z

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Observation 8be3278b-1b7b-4287-8b63-b43d18f0dd6b · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

Think2Go: Generative Next POI Recommendation with LLM Reasoning OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.050502Z

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Observation 8f63af18-277a-44da-9799-a3de92ca1366 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.231774Z

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Observation 04b4a94f-18b6-40e1-b525-984aef304435 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.356114Z

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Observation 4bb1e649-9783-4101-9f08-c5f996d10ed9 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.480018Z

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Observation 5a948edc-e5f3-4de8-92c7-04fd31dfb403 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.590787Z

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Observation c8d7b707-f678-43b6-b719-21fb3641b533 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.692593Z

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Observation e8cefc0a-a245-4723-b934-bd0aa71e5d31 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.772415Z

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Observation 095f4947-286b-4172-b6e5-f4379c5ffe74 · outbound

This paper cites Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.863946Z

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Observation f2b00f00-e711-4ac5-b139-1f61475df102 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.915272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc2c730-a17b-417f-9a21-34477fb14cce · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:57.977668Z

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Observation 4ce1b8ec-f6dc-46f0-ae11-92d152f40933 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.036021Z

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Observation 996b5bb9-c768-434a-99a6-401e6bfc769b · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.104429Z

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Observation d894a51d-9858-4dfb-a4d9-b917a7f09703 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.349311Z

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Observation cadf404b-386c-4eb8-947f-e997fc753cd7 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.427179Z

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Observation 82885f72-ba40-4d2a-a122-f28cc237bf50 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.671827Z

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Observation efb9d1cb-986c-4a64-8764-489bcafe496b · outbound

This paper cites Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.867405Z

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Observation 5491122b-4689-446e-be89-39c7e173f885 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.955523Z

Source-reported events for the cited work

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Observation f21aa379-9270-4aef-90eb-f2dd38d95350 · outbound

This paper cites LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction.

Think2Go: Generative Next POI Recommendation with LLM Reasoning LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:58.754424Z

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Observation dce8da9a-33bb-4ce8-88cd-88e9e1872ecd · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.268291Z

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Observation 7e5d4f33-aae1-4068-8776-31c6ac1f3035 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Understanding R1-Zero-Like Training: A Critical Perspective

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.400458Z

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Observation a1e677b2-bd98-4502-a700-d364d1b8e493 · outbound

This paper cites Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.065419Z

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Observation 9e14e793-5525-47ba-9e7d-91c6c721d499 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.210762Z

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Observation cc4a21e6-be90-4cdd-9139-b6d5cb76a50f · outbound

This paper cites Harnessing Large Language Models for Group POI Recommendations.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Harnessing Large Language Models for Group POI Recommendations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.803602Z

Source-reported events for the cited work

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Observation 02671204-ca7a-4437-8047-6eb60f08ab43 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.903194Z

Source-reported events for the cited work

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Observation 5541b66b-6368-49dc-bfed-c8ea1fe5e970 · outbound

This paper cites Geography-Aware Large Language Models for Next POI Recommendation.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Geography-Aware Large Language Models for Next POI Recommendation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.434610Z

Source-reported events for the cited work

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Observation e91e1fc8-466d-4960-b056-26759adb4870 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.597828Z

Source-reported events for the cited work

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Observation 8b16ecce-3965-4c25-86fa-8e467bfa15de · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.704256Z

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Observation 37c7bd97-885c-42d4-aec2-09f6ed5a1d05 · outbound

This paper cites 2024.Learning to Reason with LLMs.

Think2Go: Generative Next POI Recommendation with LLM Reasoning 2024.Learning to Reason with LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.346442Z

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Observation 1237bf1a-680d-432f-b3ec-1a162b607855 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.381012Z

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Observation 0e22c281-eee4-4b07-9321-01afccda6b0e · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T15:47:59.975708Z

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Observation f03f98ff-df0f-408e-a91d-0d1d4d6817a0 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.065518Z

Source-reported events for the cited work

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Observation 5381c81f-f16a-41fe-b02d-88dd5a823592 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.255887Z

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Observation 4d31e333-3152-4b61-9ca1-68d96f5da9a3 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.724743Z

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Observation 823f290a-2421-493f-8d8d-944fd8b678cb · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Think2Go: Generative Next POI Recommendation with LLM Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.854433Z

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Observation a14b2d2c-c07c-4301-82c7-0d781b3dacf6 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.449419Z

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Observation c57e51d9-2862-418b-87e6-4df100e96b48 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.489627Z

Source-reported events for the cited work

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Observation a8189c30-062e-400d-a18c-2db45ead88ed · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.572373Z

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Observation ce47ad05-ed65-4822-948f-7d83bdfb708c · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.274119Z

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Observation f2b6f5ac-1bfc-413e-86a6-9132545ae61d · outbound

This paper cites Generative Next POI Recommendation with Semantic ID.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Generative Next POI Recommendation with Semantic ID

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.419194Z

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Observation e5383e7e-978a-4707-8eaa-901c5ce12ff2 · outbound

This paper cites Exploring the Effectiveness and Interpretability of Texts in LLM-based Time Series Models.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Exploring the Effectiveness and Interpretability of Texts in LLM-based Time Series Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:00.957734Z

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Observation cd10ec50-d430-49d3-9af6-0d3c1571b036 · outbound

This paper cites ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning.

Think2Go: Generative Next POI Recommendation with LLM Reasoning ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.060440Z

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Observation 5ec97c34-eaaf-4d9e-b371-54e485c0ad0b · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.186522Z

Source-reported events for the cited work

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Observation d908d0a2-54a1-4182-aba8-11e48c376faf · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.843521Z

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Observation 6300daa5-7414-48dc-994a-bf397864f77d · outbound

This paper cites InProceedings of the AAAI Conference on Artificial Intelligence, Vol.

Think2Go: Generative Next POI Recommendation with LLM Reasoning InProceedings of the AAAI Conference on Artificial Intelligence, Vol

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.383872Z

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Observation 2b18a0aa-ac19-463d-9a31-3c8034896cbb · outbound

This paper cites GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems.

Think2Go: Generative Next POI Recommendation with LLM Reasoning GenUP: Generative User Profilers as In-Context Learners for Next POI Recommender Systems

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.148803Z

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Observation d1b07abd-7aa1-4454-a21e-1428bc9352bf · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.494574Z

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Observation fed65e4c-19eb-4df8-ad88-a6d33163c0d4 · outbound

This paper cites Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.573402Z

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Observation ccc767ce-a3e3-4d33-9ecf-5e0d4865e902 · outbound

This paper cites Where Would I Go Next? Large Language Models as Human Mobility Predictors.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Where Would I Go Next? Large Language Models as Human Mobility Predictors

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:01.709642Z

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Observation 12fc1aa4-868b-4148-a08a-c968d235de12 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.762623Z

Source-reported events for the cited work

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Observation 7ec94cd1-bb83-4b74-893c-20143bf81255 · outbound

This paper cites OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service.

Think2Go: Generative Next POI Recommendation with LLM Reasoning OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.003436Z

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Observation f9896e64-c9cf-4445-8079-5fbebaf78096 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.029368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0672470c-508c-4b1d-80eb-51b4acec5069 · outbound

This paper cites TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

Think2Go: Generative Next POI Recommendation with LLM Reasoning TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.235323Z

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Observation 6bfc8e9b-f7c9-4e15-8bfa-4ed7cfda6aee · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.319721Z

Source-reported events for the cited work

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Observation 92815870-2bf2-48c2-8312-30676ac66cd7 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.470135Z

Source-reported events for the cited work

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Observation d70ffb8e-3a23-4ad1-bde1-6675ee936498 · outbound

This paper cites Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Reason-to-Recommend: Using Interaction-of-Thought Reasoning to Enhance LLM Recommendation

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.628195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9607998a-588d-4cf1-b234-266099d4fd59 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.776545Z

Source-reported events for the cited work

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Observation 4ab0b157-b26a-41ed-b218-58e161c24aa2 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:02.877370Z

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Observation eb42048e-7d9e-413a-a1a5-a09c93100001 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:04.052101Z

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Observation 7f972a44-81c6-4dc7-b4fb-250c748bf55b · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Think2Go: Generative Next POI Recommendation with LLM Reasoning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.229493Z

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Observation a1a3d58f-66ac-40aa-b897-ece49e5db073 · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.358278Z

Source-reported events for the cited work

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Observation 94dbfafb-a653-44ce-b797-04fbd9afd3db · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.512358Z

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Observation 687b2677-9fea-4473-8f04-9cc46b2ea7bc · outbound

This paper cites an unresolved cited work.

Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T15:48:03.915927Z

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Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 69

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Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

Reference 70

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Think2Go: Generative Next POI Recommendation with LLM Reasoning InPro- ceedings of the twenty-ninth international joint conference on artificial intelligence

Reference 2020

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Think2Go: Generative Next POI Recommendation with LLM Reasoning In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2024

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Observation 8c549279-87d8-4032-9741-eea0dea65429 · outbound

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Think2Go: Generative Next POI Recommendation with LLM Reasoning Unresolved cited work

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