Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:07:42.726545Z
Paper Citation Record · LEDGER
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation
As of 21 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.13136.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
39 of 39 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved37
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 15ca465b-255a-4145-bf7b-52607cae3d39 · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:07:43.210127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 085a38ff-18cf-4079-badc-98206f2a91e8 · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:07:43.199546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c7a6f361-1014-4ac7-b45b-c03db60dcb2c · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:07:43.189455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 0ce7d11f-9747-4059-b3a3-40e9fb1dee12 · outbound
This paper cites Qwen2.5 Technical Report.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Qwen2.5 Technical Report
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.596341Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8d800ce-2ec0-47c6-ab6d-1fa88223c720 · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T16:07:43.179335Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 81cb2691-9002-424c-b51b-b1eaac772e08 · outbound
This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.613242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d5e0b94-21a8-4fee-b202-3caff5445297 · outbound
This paper cites Xing, Hao Zhang, Joseph E.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Xing, Hao Zhang, Joseph E
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:07:43.169121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c93e968f-ae92-47b1-a5b0-481eeda2ebc2 · outbound
This paper cites Attention is All you Need , url =.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Attention is All you Need , url =
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.630151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccc5edb4-2d0e-40e8-a754-5dead5929d90 · outbound
This paper cites Aho and Jeffrey D.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Aho and Jeffrey D
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.633628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43ef3243-8456-4844-a7cd-05b4a8b0970f · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.636996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0750bc3f-0e2c-4cf1-99ad-8b86109333d7 · outbound
This paper cites Chandra and Dexter C.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Chandra and Dexter C
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.640098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5122f7f2-78a8-4a58-bbee-01f40b488390 · outbound
This paper cites Scalable training of.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Scalable training of
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.643290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc44fc52-d0e0-4036-b4eb-a34f2b8ee89a · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.646821Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56ccc354-a52c-46fb-868d-209dd552ef8b · outbound
This paper cites Tetreault , title =.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Tetreault , title =
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.650037Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f36e90f-5492-47fe-9c85-80a567de531e · outbound
This paper cites A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data , Volume =
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.653185Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb09591c-88a7-4e9c-bee7-0732c91ea895 · outbound
This paper cites 2025 , eprint=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation 2025 , eprint=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.656542Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bdc71bf-d256-40b2-88b0-f02a195636a7 · outbound
This paper cites 2023 , eprint=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation 2023 , eprint=
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.659560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9e6142c-c274-4194-952d-c653b69cb94b · outbound
This paper cites L lama F actory: Unified Efficient Fine-Tuning of 100+ Language Models.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation L lama F actory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.663038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e315dda5-4c71-4668-9440-d117ea963953 · outbound
This paper cites arXiv preprint arXiv:2511.07448 , year=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation arXiv preprint arXiv:2511.07448 , year=
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.666271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8389c7e-9b85-4244-8ba5-b772a01b3d78 · outbound
This paper cites SciPIP: An LLM-based Scientific Paper Idea Proposer.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation SciPIP: An LLM-based Scientific Paper Idea Proposer
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.669548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06725cb5-7b5a-4337-b1f5-0bc86f90fcdf · outbound
This paper cites Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.672784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6812598a-8c78-443f-90de-32570c043498 · outbound
This paper cites Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.675970Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 550159ce-082c-4335-be38-9c959bebfaee · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.679008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85d73933-ba13-43ae-8c3c-d40d6c5a575c · outbound
This paper cites GPT-4 Technical Report.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation GPT-4 Technical Report
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.682363Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63521cba-0fbe-4d5c-8b11-131e470a9899 · outbound
This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.685284Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca987376-b2fc-4bac-8c07-4ac0c1d71617 · outbound
This paper cites Qwen3 Technical Report.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Qwen3 Technical Report
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.688438Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb43bbc5-fca6-4ae9-8e4e-4608ade753a4 · outbound
This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.691424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21dc9f61-24d9-4954-a9f2-80e9d54ba09b · outbound
This paper cites AI Idea Bench 2025: AI Research Idea Generation Benchmark.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation AI Idea Bench 2025: AI Research Idea Generation Benchmark
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.694240Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00ed00af-2ffe-4d62-afa3-b17b596731b1 · outbound
This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.696994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b12689ab-f25f-4e84-902c-5d735dc694ab · outbound
This paper cites an unresolved cited work.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.699772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37021da6-4147-4112-a22d-8e4c352987bd · outbound
This paper cites Hypothesis Generation with Large Language Models.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Hypothesis Generation with Large Language Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.702800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3951de4-c869-4bda-a756-dcda8f4d4f2f · outbound
This paper cites The Method of Paired Comparisons , author=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation The Method of Paired Comparisons , author=
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T16:07:43.095845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 61b7bffb-8b33-45a5-a2f1-1771d486c075 · outbound
This paper cites 1978 , publisher=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation 1978 , publisher=
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.708595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be922ea1-5fc5-4f1f-8b90-fee3820c6d9a · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Advances in Neural Information Processing Systems , volume=
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.711816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98aa2711-fcd5-4b2d-b35e-2882cc5a3a20 · outbound
This paper cites International Conference on Learning Representations , year=.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation International Conference on Learning Representations , year=
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.714894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46816cbb-8db9-4648-b042-3e5bf6e72517 · outbound
This paper cites The Semantic Scholar Open Data Platform.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation The Semantic Scholar Open Data Platform
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.718003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ae946c4-05b5-410d-85c6-b0dbe95add2b · outbound
This paper cites Distilling the Knowledge in a Neural Network.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Distilling the Knowledge in a Neural Network
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.720791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26eb082b-862d-4e67-81b0-5e2b0297d713 · outbound
This paper cites Can Large Language Models Be an Alternative to Human Evaluations?.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation Can Large Language Models Be an Alternative to Human Evaluations?
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.723556Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 15c65ef9-a9e2-4532-8bbb-6ec93bb6e5d3 · outbound
This paper cites G -Eval: NLG Evaluation using Gpt-4 with Better Human Alignment.
LigBench: A Unified and Human-Aligned Benchmark for LLM-based Research Idea Generation G -Eval: NLG Evaluation using Gpt-4 with Better Human Alignment
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T16:07:42.726545Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.