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Paper Citation Record · LEDGER

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment

As of 10 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 0 inbound Pith citation observations for arXiv:2502.01033.

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

pith.paper-citation-record.v1
2502.01033 v1

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:56:09.815310Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

84 of 84 outbound references displayed

  • verified exact8
  • verified fuzzy1
  • unresolved74
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0d12e7c-d3b1-4e08-9bf2-ec7744a4a870 · outbound

This paper cites URL: " 'urlintro :=.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment URL: " 'urlintro :=

Reference 1

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.326918Z digest=sha256:43f0d65dcfd7a795bab53c5b6a86e83c11180a58745cf8e662f85a898f31f0a3

Observation 8826b540-5c23-494a-938e-00b01d37b9ff · outbound

This paper cites write newline.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment write newline

Reference 2

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source=arxiv_source observed=2026-08-09T16:56:09.333166Z digest=sha256:bbfff7350968012359c5b473a39b7991be08d12bc43a835c13b46d0fd2ae7c35

Observation 921690c2-15b9-4533-8927-20ba2a6f627f · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 3

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.340795Z digest=sha256:d6d1939a0ae82a24207a90af925c64a8531a91725e82b8861d6c6584ec5f3964

Observation fcbc6f6b-36c2-4998-bd91-8ff82df52ea3 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 4

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source=arxiv_source observed=2026-08-09T16:56:09.347873Z digest=sha256:a4ba7ac4108a640244a8dbd0322685cd03f8d7893708d2563fd6b0da8c639a4c

Observation 12f0736e-31c7-47d9-9509-66141b41592b · outbound

This paper cites Punica: Multi-Tenant LoRA Serving.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Punica: Multi-Tenant LoRA Serving

Reference 5

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-09T16:56:09.354600Z digest=sha256:2598873251fe4045e078ee86d99c9542737648ce13e2a654dd49f2f552a1dd0f

Observation 949d1b3e-a360-4fe6-9a1d-f865f4eb76cd · outbound

This paper cites UltraFeedback: Boosting Language Models with Scaled AI Feedback.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment UltraFeedback: Boosting Language Models with Scaled AI Feedback

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.362694Z digest=sha256:886f3d77c62b3948fd2a391c47275bd1916a9bc2d3647e8d818e9bbefc4932bc

Observation 453ce8a3-8317-4021-b382-57b8e06b248b · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment QLoRA: Efficient Finetuning of Quantized LLMs

Reference 7

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-09T16:56:09.368780Z digest=sha256:ec2a090b60d5e19190b485ca4c65c2194c4764f742f0120da2ef8aa114065ea5

Observation 224f7a5b-13a7-4ee2-8dcd-b626886aa31e · outbound

This paper cites Enhancing Chat Language Models by Scaling High-quality Instructional Conversations.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Enhancing Chat Language Models by Scaling High-quality Instructional Conversations

Reference 8

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source=arxiv_source observed=2026-08-09T16:56:09.375292Z digest=sha256:b8529e7c384609a671d54bb9039099f378c80b141c9c0ec54dd2f836b2da9dfd

Observation 7b6c4ea3-6c0f-41f7-83b5-76ff94731a89 · outbound

This paper cites Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models

Reference 9

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source=arxiv_source observed=2026-08-09T16:56:09.381937Z digest=sha256:6051b04e974cc5221d93814fa8641d8ae2679a2f300887f8b688536e553c2e24

Observation aef37be2-eeed-4450-be76-533567c6c6ca · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 10

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source=arxiv_source observed=2026-08-09T16:56:09.388110Z digest=sha256:b499d8b0405cbab85d1cbf7c5c43e3795a56dcd76df63a4dc0e8c7ec4e8cde3d

Observation c4f0157d-3562-405c-a770-7b0ad69aa733 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 11

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source=arxiv_source observed=2026-08-09T16:56:09.393560Z digest=sha256:040d90c8e46d9d55b11d999ad22013c46dbab34eeca7483a1bb6a488e2077d43

Observation dd70290e-de9f-4004-9584-71a25f3df2f2 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.399094Z digest=sha256:2b2b1a0c21f7b5b411c10f4ff1273fcdb3af68b479e6845e1f11106d509ba987

Observation bd58f2d2-6c56-44ca-8521-28d9e0b5fd3d · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 13

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verified exact
doi, observed 2026-08-09T16:56:10.075124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6c8af30e-960c-4880-94dd-e73d370f68c0 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Measuring Massive Multitask Language Understanding

Reference 14

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source=arxiv_source observed=2026-08-09T16:56:09.410288Z digest=sha256:efa9eb9384598fad8e619181b75b004e73991d2dcb4f274e5f767b4b82ecc780

Observation 9918c181-1556-44da-9036-c76b04dc2ef6 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.416055Z digest=sha256:bec8507414919c755bdee4c7374912f52c707c6db356ac78cd9b5b1e014e9e96

Observation 9f868eb9-2d44-4182-9a40-1d20874b27ac · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.421755Z digest=sha256:a39876ff0f2717b6357a2f76c39647ecb0eea14c1b8910f9f37c62b8a48f1687

Observation 2b9be368-1c78-43f7-9548-115c9b5196d5 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

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source=arxiv_source observed=2026-08-09T16:56:09.429214Z digest=sha256:db26a048e629b9700e473a095cf3f55d7ecf3d090b9051150ec0445601610603

Observation 7cd818b1-5267-4970-bcdb-d2a05cb4bfe9 · outbound

This paper cites Sparse Structure Search for Parameter-Efficient Tuning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Sparse Structure Search for Parameter-Efficient Tuning

Reference 18

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source=arxiv_source observed=2026-08-09T16:56:09.435722Z digest=sha256:5165f410fc0f431469df03e90399ea3f6515250897c728bd87ef97773d86f4e5

Observation 0f8bd234-00fa-4d51-bf0d-0141d882faa7 · outbound

This paper cites The Power of Scale for Parameter-Efficient Prompt Tuning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment The Power of Scale for Parameter-Efficient Prompt Tuning

Reference 19

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source=arxiv_source observed=2026-08-09T16:56:09.441396Z digest=sha256:6b74fa1af5acbeefde3c4c1a3399a3a3b500cd7ce636e46122fc7109f9bd9a83

Observation 256df948-b00b-46f2-841f-c36c9451799c · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 20

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source=arxiv_source observed=2026-08-09T16:56:09.447916Z digest=sha256:d347806bfc6f583f0dad9938d165d3e02b95c38b45275bb9d9f975ac74bd8561

Observation c34a484a-b960-4c52-82b0-62954968952f · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 21

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source=arxiv_source observed=2026-08-09T16:56:09.454174Z digest=sha256:0f5c1c0e0a9d390663439ba39299b2ed8dc4078a4fd698d319889055de634f86

Observation 54d574d7-e57f-4778-8184-e00c6ad7f22f · outbound

This paper cites Unified Demonstration Retriever for In-Context Learning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unified Demonstration Retriever for In-Context Learning

Reference 22

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.460285Z digest=sha256:17b74ae6d2677e5cc71f586146e6b8bb862135f92d6351209ace4ca9decf6162

Observation 10aecc42-7451-40ac-819f-8741a9738a7d · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 23

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verified exact
doi, observed 2026-08-09T16:56:10.055608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.466994Z digest=sha256:939252003b02e2b575007d0b7a219aa3d661ac56c1fa9ca60e4c13e7c729168e

Observation 84c5de17-5bc3-46c1-bb6a-148ae924c2c1 · outbound

This paper cites Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

Reference 24

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source=arxiv_source observed=2026-08-09T16:56:09.472841Z digest=sha256:bf8e2259525ce4cfc5592a10b1336376dc266bb33f510952af39cd59564f68b7

Observation 801777a1-b98f-43f2-bd0f-a21e41b34d70 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.480185Z digest=sha256:330e1ed42dbd6653f7196d83d3964f5355c8234e8616faf5c4fbb3c68b9acb64

Observation 00cf11ec-782a-45de-b9df-15923e4e0063 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 26

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.487723Z digest=sha256:e0f7411c58be797d1258bae712011ae3c167fd6e9843b043611c821528b1d691

Observation 46327f4d-bf68-41f2-968d-b8d910d353f4 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 27

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6fae276d-d72c-4377-ada9-bcebed46ec41 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 28

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Observation ff776316-be5c-49b8-8e5d-cdf9c25a639d · outbound

This paper cites GPT-4 Technical Report.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment GPT-4 Technical Report

Reference 29

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Observation 4a5f51e4-32bd-4d50-811a-97891f7c841e · outbound

This paper cites Is ChatGPT a General-Purpose Natural Language Processing Task Solver?.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Reference 30

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source=arxiv_source observed=2026-08-09T16:56:09.511103Z digest=sha256:96a183b87af147d071e356ec3788ac02b4406e52c3ff608c5d2e1eba0ea3c78f

Observation 6b978945-c26d-402b-a929-03a808f28fbc · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation c2f303a0-916b-4db8-ab06-8fbc5719206b · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 32

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source=arxiv_source observed=2026-08-09T16:56:09.521994Z digest=sha256:d069476417e366f0b136536a2aa16f1c183892d69ce0eb9b81f17b138f1d848a

Observation bb484e09-d461-4392-836c-a372233b6371 · outbound

This paper cites Learning To Retrieve Prompts for In-Context Learning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Learning To Retrieve Prompts for In-Context Learning

Reference 33

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Observation 60be27c1-8199-44a0-8b19-0f89e82f60f7 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-09T16:56:11.518471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 59159cc1-6896-4469-a6aa-2603a62ed75a · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 35

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doi_truncated, observed 2026-08-09T16:56:10.002158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 3295adae-03be-4f32-8dd3-1c8a1b9e221f · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 36

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Observation 6be51e2d-0b7e-4490-8c85-c27bc1e495ff · outbound

This paper cites Hashimoto.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Hashimoto

Reference 37

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source=arxiv_source observed=2026-08-09T16:56:09.548482Z digest=sha256:29e6129bb4485aa1a471a8cad62a6e78defb7705b1cf38c90d3c99b7aeb9a8c6

Observation 42c61f22-a9a3-4c53-a5c1-b365e04b9da6 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Gemma: Open Models Based on Gemini Research and Technology

Reference 38

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unresolved
no resolver link, observed 2026-08-09T16:56:09.553803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.553803Z digest=sha256:7c067e47732fd6b40ccaa4f98017555a3ec109e5aa9050bac1c25f0a97f219c6

Observation de697986-ebd8-45e6-947b-aac65e18effb · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.475409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.559501Z digest=sha256:e440db192efeec076ffcbef0dbc7e86652f363eb4eeee012094347921c2c057c

Observation 7ecc5ad9-79de-4320-bedd-120b63a3dd66 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.564962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.564962Z digest=sha256:d45c5885987c1f79c6dbdf7d8ddf5c0303ee334ba082769d27f6f16216223fa8

Observation 8052a5ae-d5b9-4774-af65-4bd170d18a21 · outbound

This paper cites Attention Is All You Need.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Attention Is All You Need

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.570804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.570804Z digest=sha256:afa233822fb06cf95144268697e6bae030b0555fbd113e670e63450f02fc2fe4

Observation 727cc9a4-83a6-4ecc-968f-35b298362a4d · outbound

This paper cites SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.576456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.576456Z digest=sha256:39ce058146d341937df9ad5c216a5d89fdca66f92e4a431e2556aaa7da4cf6fc

Observation 2dff91b2-cc60-4814-9509-c67272874968 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.453593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.582116Z digest=sha256:e7a596b498a8dffd64d2fc293c20b845829b9eeebffe8ddc322938b1db924477

Observation 5a76655d-8553-479d-8a63-19b5b91885d6 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.427125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.587517Z digest=sha256:46027c6704f7969ce557bd6f472cf1ff8bd4c176dc7201ff50d366b9ff2cfd0a

Observation dae97cba-e5cd-4bf2-bde7-434ca1275315 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.408210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.593021Z digest=sha256:c23e3d75cc5414573f4b72da3a089d1c54b1f699185b11de2b4e258579d85df2

Observation e8283a65-ff8b-4dd1-b6dc-2131dbc77850 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.389865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.598125Z digest=sha256:474e0689599cd6492d8953e44fbba6effb9820462b1e05ef0b6f4e54827d4ad9

Observation 3cff3f36-9fc7-4fbe-8f41-80a0dd16420f · outbound

This paper cites TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.603757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.603757Z digest=sha256:10935e89df9966c70c51dfccad62c243f55aa2825a60c1c52f16eb5367195436

Observation 4f7742a6-b641-40d0-8dc7-3081584f1c6d · outbound

This paper cites MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.610981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.610981Z digest=sha256:abbe51f52f0e38cd7821bec3a66f9d3bf4459610c3c24ecb8ed0c1c6cb9281bf

Observation ce5ef24f-2c6b-4aeb-ac2f-45d369af298a · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.372131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.616466Z digest=sha256:6c32c2a9b50455698bdd421b6e218091975976b70197f18c273e4d93b9df54ff

Observation e6928153-f7f3-44db-8489-319c8d31a89f · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.622019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.622019Z digest=sha256:d22e0957d22e65ac12c9d5c7f18c1b4990c0ab3591df678f03015b5135096b82

Observation 27cd7d9e-0db2-4408-8924-209d2777981c · outbound

This paper cites Revisiting Few-sample BERT Fine-tuning.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Revisiting Few-sample BERT Fine-tuning

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.628011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.628011Z digest=sha256:615cde3e1ee5d0eaa662d91f83fa647d8cbddca78703fd970a9a086142253406

Observation b91818b8-bf21-4072-8a5f-7da4a172653e · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.354386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.633952Z digest=sha256:8cf8201f667195d28655e65573f84498733ee45b3574c5575de7563169d62fca

Observation ead59178-79e4-481e-ad88-4c1c9bbdb4f2 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.335076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.639821Z digest=sha256:388f264caf42fd315ce3c6f6d89eed20b08b56028eb8437fb45aab212068b280

Observation aa6b9f72-c427-4ade-8767-e783ed75a575 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.317676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.646584Z digest=sha256:25f7d94272b5b6351546b03e3591724af715210edb64cb7548286f3c1346d395

Observation ae3e7d66-d231-49db-897c-bc0545444f99 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 55

Resolution
verified exact
doi, observed 2026-08-09T16:56:09.970905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.652132Z digest=sha256:1174fb3bc0725db86a73294911892d132dad690311fa3f84171c105e54e8a333

Observation 38946d57-301c-4f5c-8176-e90ee5e6cf42 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.300818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.657442Z digest=sha256:9f3983570ab09ff25caf1c09f8375849831536e1531e18a5932342cfd0d6017b

Observation 20e60cc8-55f1-4074-9207-a02b5f8e8fe2 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-09T16:56:09.947983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.662902Z digest=sha256:af217cb49b38b50e0c169552ee68048fe0b42fc7a799dd3333967052fd891ff0

Observation 0409463a-b9a5-41e6-adc1-8e92160cc956 · outbound

This paper cites A Survey of Large Language Models.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment A Survey of Large Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.669043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.669043Z digest=sha256:f634f06299977cbce851fe7e3c673195b4e75c83296707b97851a465f06040fb

Observation 2182fd3b-0bd7-4225-85d6-85a69dec4e4a · outbound

This paper cites Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation

Reference 59

Resolution
verified exact
local_arxiv, observed 2026-08-09T16:56:10.208665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.674958Z digest=sha256:17a05a1c0c83b6d297aa069b895d2fe7075db577790ea31ed19ec1224eecd3be

Observation 9519e870-c43e-41c1-8bf8-6e322d62e762 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.278363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.680403Z digest=sha256:64b964f74785cf13dc4c721f4f58c153d51c4631ffd67433c50ff8d451107afc

Observation b29b3a8a-0888-4878-add4-3a1803a12ec3 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.260196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.685509Z digest=sha256:b5586c8f87867e92e4cccd1fc819570ecd8c70ec11ec62618b3c93d3221e3128

Observation c8afc185-d8f5-4f6e-8d11-07959982c4bf · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.239624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.690601Z digest=sha256:1898b88e5be136103723bab0ca89d98802dbbf1a0c168cbd4bc76a3c0e769faa

Observation 97c6f34e-b225-4f13-b4cd-e1b654993088 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.695945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.695945Z digest=sha256:984cf824924ec5b085b5ed3a6b33c9cdef1a527e4e37113f03dd4acd11562706

Observation a3ebdbf6-c111-4fb7-b50e-94fb00685683 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.220758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.701390Z digest=sha256:c390babc8560509ea24f5d5baa2fe3022b4da8920b84ef46437594d66c3ed71f

Observation a21ae9d8-76d2-4d47-8641-51d142e31a90 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.203115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.706519Z digest=sha256:b34124680fe37abdff01d23084ca4fd5a9f85267505e9cc4202fc0a8cf78eaff

Observation 6092c156-292b-4010-ab19-9cc51af91ae7 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.179835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.711910Z digest=sha256:b60081681410c6ce196fa569022e53e0fcc7ed14cdceeb65e74d26a400a0afd2

Observation d8c85e58-6bf7-4eba-973b-0581a443617a · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.157311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.717855Z digest=sha256:53167559aa28160da752c939f8a269bf0a11f247a6e02ab899f8e6747a369b1f

Observation b42694ad-eb91-41c4-99e6-688a96b73920 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.138315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.724452Z digest=sha256:8f5b24a76c95e43eed9828f4560514ab5f4d7b99d8758555bd16b3c151e4e972

Observation ee7dbeb7-e2b1-4627-aaed-a2710e55783b · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.118523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.729886Z digest=sha256:e1dd75a29adba9f9840534778c32621cd5f64b6b82cc51fd63ff71b401e206ab

Observation d03a9269-70ec-454b-99b0-64a314eec2ae · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 70

Resolution
verified exact
doi, observed 2026-08-09T16:56:09.885649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.734974Z digest=sha256:2b521d59d76ccb78fbfd7acab87facdf4f58227be89b2619942f23cca7717711

Observation 605aa79c-2b9c-466f-b97d-8df63d3ab473 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.098832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.740418Z digest=sha256:2dd9554141b39eff369477a620845bfc42ffd172cd5d9e9e2fee1b6de3f57465

Observation 44fb8ebd-0dc4-4510-a0f9-3b881f36b88a · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.081392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.745600Z digest=sha256:4e11fd77766cb97b3047867a5d4964d174cc2a16e42d77e11525c76922463d50

Observation dbf795f2-01e5-4016-8845-98820d163618 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.058997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.750898Z digest=sha256:2c99a0ab64a677887567b1a977a55fe8fe2cb039885e6c1462807891ae08e703

Observation 84f5f697-d045-45a0-87ae-cdb94db831a8 · outbound

This paper cites IAPT: Instruction-Aware Prompt Tuning for Large Language Models.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment IAPT: Instruction-Aware Prompt Tuning for Large Language Models

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-08-09T16:56:10.182999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.756479Z digest=sha256:b6c1405e600a10c8cf8ff3a4399e20e124dd6018af501a73098eb46c63f6678a

Observation 77099f67-bfb0-4916-b92a-8ddf0fb9f5da · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.038647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.761745Z digest=sha256:d49d7d64183d21d04882c28bed590156eaee0cf58d4ac0cbe2a1f0afdf2697f8

Observation 00c0cb33-952e-4574-8071-db526de91ba8 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:11.018460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.767089Z digest=sha256:1b1a20a9d6d25b79d1c7c6181585179118eddb3a1ca36e79f7a8b5a24cf278f1

Observation c99437aa-ea26-442c-8335-830f979bb80f · outbound

This paper cites Overview of the PromptCBLUE Shared Task in CHIP2023.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Overview of the PromptCBLUE Shared Task in CHIP2023

Reference 77

Resolution
verified exact
local_arxiv, observed 2026-08-09T16:56:10.150756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.772883Z digest=sha256:48eb1bd78dc99620a4fc197099da23fc496bb7b934bc7098e0a1d7d1c22726e3

Observation ee7dab7c-7632-4744-8d94-2b4c5ee89dd0 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:10.999327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.778687Z digest=sha256:c4187796a2deaf9bbb6eca6183b21f14d3f2c2e839450b2c7093eea9ce379894

Observation e385df52-a283-466a-9b26-c3cf39c785f3 · outbound

This paper cites PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.784878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.784878Z digest=sha256:841e4a580f22140a200e7e2105062843b860596cc01ef8282317138901af23f7

Observation ab9beb02-a458-4c99-97ea-5868a08926de · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 80

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:10.980201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.791776Z digest=sha256:bf6a1bdb1a13fc48767adc80805ba06695d8abef42bb4e37139ad1952019ddcb

Observation b29d4d0e-c50d-4a69-a2b4-8d880e4592e7 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-08-09T16:56:10.961209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.797226Z digest=sha256:3e494d067a177f2ff4a66c05579026c6810fd15506010521401f2631967580b2

Observation 844d33f7-38f2-4a6d-9666-b723bc72639e · outbound

This paper cites @esa (Ref.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment @esa (Ref

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.802874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.802874Z digest=sha256:c65baa52fef90ae990e063519e044fc590198e1f5863255bce707136f3415bd1

Observation 780e643b-84c2-4a7c-9d57-556fae586176 · outbound

This paper cites an unresolved cited work.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-09T16:56:09.809680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T16:56:09.809680Z digest=sha256:3d67298aca84e8dbaeedc931ec9fce5876c5d34d6196276534a28af129816faa

Observation e33a3bf9-4842-47b7-a702-7f9ffb75247e · outbound

This paper cites ժ u/14V*8 F1(.

PARA: Parameter-Efficient Fine-tuning with Prompt Aware Representation Adjustment ժ u/14V*8 F1(

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T16:56:10.918722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-09T16:56:09.815310Z digest=sha256:910a2261de5c8475f554237aad3c9e1dcaf2b12d7a167fb7ffa8c4e2858c8174

Pith citing papers

No inbound Pith citation observations are available.