Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:22:34.795441Z
Paper Citation Record · LEDGER
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2507.17706.
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 2026-08-19T06:32:44.657259+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
51 of 51 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved51
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 42e0a7d9-052b-4242-8633-d99bcafa8f21 · outbound
This paper cites online" 'onlinestring :=.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.537891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25d40453-aa32-40d1-992c-1a2a1cea5fcb · outbound
This paper cites write newline.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.548708Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 365d6032-758b-42e6-b56c-446a722e6261 · outbound
This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.554421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dba8d670-3bb7-4e4f-855a-eef1cac01d63 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.748039Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3a9128e9-ad4d-44a6-8f8a-e5c1badc6230 · outbound
This paper cites LLM-based Smart Reply (LSR): Enhancing Collaborative Performance with ChatGPT-mediated Smart Reply System.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging LLM-based Smart Reply (LSR): Enhancing Collaborative Performance with ChatGPT-mediated Smart Reply System
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.566462Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30470b48-4700-4024-baeb-aadd5cd97fa4 · outbound
This paper cites Stable LM 2 1.6B Technical Report.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Stable LM 2 1.6B Technical Report
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.571274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9a14dd5-9cf2-4b09-9a16-7cbfead9b5f2 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.735509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec659ddf-a4e7-480b-9431-f53b92fffa88 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.720370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75926212-cfbe-45f0-b050-8d9d0a95322f · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.705697Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0266d240-c87c-44c3-bada-67101b7ef71f · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.689718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6382e621-010a-42a8-8282-434d12f6684c · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.673172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7e493b4b-73ee-40fb-99e6-797019c40528 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.656725Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2a7c29da-8892-4103-afb3-afefb434dbef · outbound
This paper cites Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.608560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91aa8c58-d052-4c7a-ba16-80be3273a0b8 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.635840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a5f78b8d-5e3b-45cc-a47f-772a44a0fc7d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.615877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4bfe356f-f391-4db1-b724-a04d38a2ba9d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.597439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2f7b1ece-6133-41fb-9714-bc3f5bd0a30e · outbound
This paper cites Gemma 2: Improving Open Language Models at a Practical Size.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Gemma 2: Improving Open Language Models at a Practical Size
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.636281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72bac122-95b7-4b7b-8619-fd145fd8ff8e · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.579496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f1a330c-78aa-44d0-8bb6-51f9848cc01e · outbound
This paper cites The Llama 3 Herd of Models.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging The Llama 3 Herd of Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.645320Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acd33101-c392-49b6-8874-81bf04887b3e · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.649625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c1c0e46-355e-4a37-bf4e-088f89a6b734 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.564980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 837c8aaa-869d-498a-a582-0cb94940e8c0 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.548412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 43088c41-b34c-4eeb-9e71-97ae11d321e4 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.534118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2ad08423-12de-4f59-9cc0-ae8618d62822 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.669809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b40205c9-93e3-49d9-9c34-d9461a48c9f7 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.503643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0141be35-a25f-4703-b602-cfa5c5d867bb · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.680626Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4930ee2-794b-43b7-a242-ded09d11f51d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.478094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4c49f926-932e-4c7e-9af5-fe757186f67d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.460976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e7d928b0-ade8-46d1-ada8-d37f4b091e3e · outbound
This paper cites Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.695171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6806de3d-b4b8-4e19-a303-ff4858325c1d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.442729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 350b7250-6e16-4796-9686-a2f038ebab14 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.416113Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b47cde2b-1105-41de-8d0f-6763fa6aa691 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.394170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7e93b9b6-b11f-4b0b-ae3c-eaeb36f59b38 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.379385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dd867ac1-9ad4-461e-988c-e6db3b45790b · outbound
This paper cites Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Randomized Asymmetric Chain of LoRA: The First Meaningful Theoretical Framework for Low-Rank Adaptation
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.718985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2eaf74d3-26ff-4434-b469-a80f352ea3cd · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.724255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f257d31-9da6-4bf3-ac3c-85a9a7b62a8c · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.347609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a136bccd-5e44-4afd-97ee-fb9c92b54038 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.330346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5237cddd-ec97-4992-babf-fbb6de0c6cc1 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.311570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 62309c7b-5c01-4d8d-850b-c9cf53dea0a1 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.294270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 403b452a-992d-4db1-924c-4116ccc6bd1d · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.273682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 238cff77-695d-4992-a62f-0a48668be896 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.238211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 06845c45-9714-45e5-be09-4e77ea99ea73 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.222881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54c0d3f7-dceb-4a43-bc93-94cb199a76bb · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.206362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68fe6b61-fc71-4e58-953d-c9482d8f32fc · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.187945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 39060459-5926-4b94-8236-84e35ecb9401 · outbound
This paper cites Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.770833Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd7ee4ec-c183-4aac-b566-a89657f3c7e3 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.167522Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5e5fcb17-e289-4bd4-a6e5-00562723faa3 · outbound
This paper cites Qwen2 Technical Report.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Qwen2 Technical Report
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:22:34.779193Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 637001e3-0d5b-4879-a0f3-e476c173ff56 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.147275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 158fec40-dff6-4c96-90d0-1cd1f7fcf855 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.126123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1f7b4280-90d0-4448-bd27-fdfacea3f948 · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.109002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4241233a-bcc4-4df9-811d-64d5f24ad9fb · outbound
This paper cites an unresolved cited work.
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:22:35.093632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.