Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:13.131378Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 11 inbound Pith citation observations for arXiv:2505.13508.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:13.131378Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:47:53.635173Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T18:13:49.137814Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 541b6fb5-2b1b-4d2c-b7f3-204a9fcda167 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Attention is all you need
Reference 1
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Observation 82c48ca0-2a6a-4485-b730-9a8ea7de2a3a · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Language models are few-shot learners
Reference 2
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Observation 100aab19-2b90-47a7-b38c-278044493438 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs LLM Post-Training: A Deep Dive into Reasoning Large Language Models
Reference 3
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Observation 678faa0b-1548-43f3-ba7b-a663094c0c93 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
Reference 4
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Observation 48775e8e-64ce-4c76-89f1-ba03e1aa568a · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Back to the future: Towards explainable temporal reasoning with large language models
Reference 5
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ca930a1b-c6c3-4b3c-8c2f-83d8ad64e970 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Temporally Consistent Factuality Probing for Large Language Models
Reference 6
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Observation dbd58c9b-c27c-4c4c-ae12-c17d98f5a2b7 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Temporal Reasoning on Implicit Events from Distant Supervision
Reference 7
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Observation f9ce5e70-06e1-40e0-9a86-17d551f4ebb7 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Understanding world or predicting future? a comprehensive survey of world models
Reference 8
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Observation 879354ea-6539-4f0b-a08c-1245e1e26a18 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Counterfactual-Consistency Prompting for Relative Temporal Understanding in Large Language Models
Reference 9
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Observation 5217a890-4d71-4776-a89f-8fa55096f3f4 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Updating large language models’ memories with time constraints
Reference 10
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 79411cf3-4265-4871-9d07-52709ff6c903 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Time is Encoded in the Weights of Finetuned Language Models
Reference 11
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Observation a087e2c0-daf2-4e08-8585-dbdf1c0fbb47 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Reference 12
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Observation 935dd5ea-e933-436a-8f2d-3b5e6f8dfb88 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Set the Clock: Temporal Alignment of Pretrained Language Models
Reference 13
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Observation 8e04c7e8-c33c-462e-ac40-78d81ade1149 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Timo: Towards Better Temporal Reasoning for Language Models
Reference 14
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Observation 2db60997-2245-47fd-9a49-a4b8c96aa9f6 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Large Language Models Can Learn Temporal Reasoning
Reference 15
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Observation 99b6672c-1d1d-42a3-96cf-f9ccac851663 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs OpenAI o1 System Card
Reference 16
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Observation 22c2f923-6abc-4842-a198-0849d6b4cc12 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 17
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Observation 734a4c76-95c6-4feb-9188-9194e4bfdf19 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Proximal Policy Optimization Algorithms
Reference 18
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Observation c247b230-ba03-43d3-83a3-676d018cc55b · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 19
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Observation c98d068c-bcc7-47d4-98a6-dd41c5c9e12f · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Reference 20
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Observation 834d0a16-be28-49c9-9a90-0caec02b7324 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs A short case study on understanding the capabilities of gpt for temporal reasoning tasks
Reference 21
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation bff247f7-c43d-4688-937c-d08d6604905c · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Training language models to follow instructions with human feedback
Reference 22
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Observation 938d7233-3f3d-4ae3-99a9-1b26ec8903b4 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs A survey of reinforcement learning from human feedback
Reference 23
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Observation fa50217f-3f01-41e7-8ef2-546968e88bd5 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Direct preference optimization: Your language model is secretly a reward model
Reference 24
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Observation 20dcfbee-dbcb-4fd7-a74e-76ff455a13ae · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Simpo: Simple preference optimization with a reference-free reward
Reference 25
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Observation 2c58efed-1890-486e-9bd4-2fd13055fd61 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs
Reference 26
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Observation 75dd5e7a-8de6-4853-966e-8d5a6749f373 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Simple statistical gradient-following algorithms for connectionist reinforce- ment learning
Reference 27
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Observation b0ecde92-f9f0-4df0-8491-7d4b14f5246c · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Reference 28
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Observation e25e3906-a0f2-41e2-ad96-4c3d23e0384a · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 29
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Observation 9e92c742-e749-4d1d-a3ff-2ce99a73e761 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 30
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Observation b2062e6d-11ff-4ab5-bf6d-f0fe946c1bf1 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs ToRL: Scaling Tool-Integrated RL
Reference 31
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Observation 37ce5786-f04d-47f9-9986-3d2428f8f06f · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs ToolRL: Reward is All Tool Learning Needs
Reference 32
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Observation 2176b5b1-805a-40a0-b4a9-0ec5e11bde11 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Acting Less is Reasoning More! Teaching Model to Act Efficiently
Reference 33
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Observation 62319ab8-f55f-40e7-aca5-60f4d4fccdbe · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Rm-r1: Reward modeling as reasoning
Reference 34
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Observation 3f3c2ca3-43d9-4532-a35d-4e4bcd35e6ea · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Reinforcement learning: An introduction, volume 1
Reference 35
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Observation 3eaefdd2-c07d-4024-a559-9ceae1df6870 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Archive api
Reference 36
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f33743b8-5b0f-454c-bf7b-631e73dc0ed7 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Timeml: Robust specification of event and temporal expressions in text
Reference 37
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 09aea473-f900-4233-b8ea-0d5b6ee436f5 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Enriching timebank: Towards a more precise annotation of temporal relations in a text
Reference 38
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 965d07d4-1389-4458-ae76-846a995b30eb · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning
Reference 39
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Observation cb7f3e44-cdd2-4d5c-a1bd-e4cd74d1f7ba · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers
Reference 40
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ff8ae166-930f-4e8b-90c0-9a9a777bf9f9 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Performance of 4 pre-trained sentence transformer models in the semantic query of a systematic review dataset on peri-implantitis
Reference 41
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d30da0a3-b4aa-4e69-955e-b5208bf8d827 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Qwen2.5 Technical Report
Reference 42
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Observation f4315409-dd62-4b03-b174-515a360dd0ca · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs The Llama 3 Herd of Models
Reference 43
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Observation e3e3b621-585e-4757-861c-7c418288b31b · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs DeepSeek-V3 Technical Report
Reference 44
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Observation 96e4f6a5-ea4e-46fe-ba89-744f554d0836 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs HybridFlow: A Flexible and Efficient RLHF Framework
Reference 45
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Observation a0b0e01a-c4d5-4cf1-bc9b-abaed1506323 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs Large Language Models for Mathematical Reasoning: Progresses and Challenges
Reference 46
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Observation e32142e5-e94d-4aea-93ab-165f263c8941 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs How well do Large Language Models perform in Arithmetic tasks?
Reference 47
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Observation f9fad574-90c1-4c87-a127-bc547095b7a7 · outbound
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs every four years
Reference 2020
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b3b7a993-388b-4473-bbb2-ac1b8c2be770 · inbound
SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 44
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Observation 92990183-3bcd-4f6b-ba83-a8aba7472d2c · inbound
Self-Aligned Reward: Towards Effective and Efficient Reasoners Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 27
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0754fe08-0436-4776-8cc8-44b7bc4c06ed · inbound
NeMo: Needle in a Montage for Video-Language Understanding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 40
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Unavailable: canonical work link unavailable.
Observation aaa00cd6-5240-4417-bc9d-7c8c7cb1ee0b · inbound
AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 11
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Observation 39659f3b-8ecd-4068-8bbf-e2a59a86216c · inbound
Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 30
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a4067175-b618-44f7-b6b5-505a4cc3eec4 · inbound
Agentic Forecasting using Sequential Bayesian Updating of Linguistic Beliefs Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 30
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Unavailable: canonical work link unavailable.
Observation 67369dd0-ffe6-482d-9450-7b623277c354 · inbound
Evaluating Temporal Consistency in Multi-Turn Language Models Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 26
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2aa2c1b5-f1eb-4b78-8bfb-790b96f0ea52 · inbound
OracleProto: A Reproducible Framework for Benchmarking LLM Native Forecasting via Knowledge Cutoff and Temporal Masking Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 7
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 88377007-8272-4ce7-be2c-7c38aa848f2d · inbound
Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 25
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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fd587128-9dee-4641-812e-8d0a53abd11f · inbound
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 18
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Observation 52719cf2-9811-4163-9e29-f0c614db0851 · inbound
Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding Time-R1: Towards Comprehensive Temporal Reasoning in LLMs
Reference 21
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Unavailable: canonical work link unavailable.