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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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source=arxiv_source observed=2026-08-09T16:56:09.326918Z digest=sha256:c45b857ce04381e41f5ea84baff68d71a67cfd506b80605d979062abcf4b6844

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=sha256:2b430ac6e7cc8126ad3f5238232d018f8215f74c1bbd2f9df861c93c5d4bc67f

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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source=arxiv_source observed=2026-08-09T16:56:09.340795Z digest=sha256:9c009337d8390e2593fa564186b145223c0bf576ff507cace3650a09480b677b

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=sha256:58d0e5b9c8f23f62aa07079d62c989677f17d7f09cbe5bfd73141f634685e308

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=arxiv_source observed=2026-08-09T16:56:09.354600Z digest=sha256:7dbb9c8b5f26ded92bbe4df5ec2f4e71ebe37bf67a1398e29708cd56b44eeb19

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=arxiv_source observed=2026-08-09T16:56:09.362694Z digest=sha256:78200fb87753817c255292a5e00e6d4484e7102524d5e72a079093d90d598e89

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=arxiv_source observed=2026-08-09T16:56:09.368780Z digest=sha256:d7e5a313ae1df6b298eefbf8e8c1c771412158cac6355dec37d42f1dc8ea80be

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:a8430347f22ec370d8bfc48ff19e91e07e85a01d0404e4c1c45cc3cf5cd8165b

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:d5bd10aa7e23f7267218a7e5798a4bb89cab943009b2df8dfb9df12a9d8181e0

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=sha256:4214014d2e48e4cc1d380ad74e9808e3f2614dd6763f8d6729852f413a825992

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=sha256:2a3c1f8a4161d869d8152c59a03bf174f47e774a39debcd67b72ed15961509c2

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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source=arxiv_source observed=2026-08-09T16:56:09.399094Z digest=sha256:7228ce56f7d610be8e57d7004c30cc31212d42e14f77b8e5b3829dffe6327511

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.

source=arxiv_source observed=2026-08-09T16:56:09.404867Z digest=sha256:bedd55973c375fa9a8d826331e710ba19a7564e02fa6d681db797c0f61de9003

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:d73a17c7e7290b3d905e4d3b984a0fbc0b4ddc94502eefd40ed41779afd614da

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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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:e5fd58f023bfaf053e80331dfd34fd6c01433d48b5c3f9becd778c1499e54ee3

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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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:e34f654b6b0bf4d597de708aa119c050cbf041b85706e34b6b05b2088329f7d3

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=sha256:46e80cbe9f7c5c7d736241f7cc5af33891a51e9b66effb7107cc5ab472c2108c

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:e2ea7e54deba6324103499d528b2c9a6bfad7f22850dc143737fc0666c765b3a

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:d06e350ba1508c25cb7d4bf5559f7f168bc80c9dda62089773f1c519e6fe1cbc

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=sha256:19a9840d315599a3290744e5cd62181b335af1ce019154a9c9e8f438000d0908

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:f32636cd4e02458d4dbda06b64f17310c004379b08777b01f16fe7f3b0ba7eb2

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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source=arxiv_source observed=2026-08-09T16:56:09.460285Z digest=sha256:20c55f3459a363067b7189bf2cc59c5bb28e2afb3c0625c84c899ae19fc0b32c

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:ff3ecafad48384a3bcd747045f7daf3518bc0f6c4ef2220d8739e3241de08fdf

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:c269c91a458011ba1114630c7e3295fde275a65bea830e7da15be4e37fb71f4e

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

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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=sha256:80c3820a392085fea856ca33a2ddc3d5270089fc024122c955e703385427712f

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=sha256:3e8d537a6eef7cdd2c89cabac83a230a0c39db9cf2e52610f30ac513ba3d01fa

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=sha256:5120a823773c72c6019a415f1f584d0d5a43fe69f1a63f17b84aabcc919eb6c9

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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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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source=arxiv_source observed=2026-08-09T16:56:09.543347Z digest=sha256:1bbc432934a63c876e9819caf4fa34b96a13058ab8f91dd3995147470a534221

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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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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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:f9be206ac9144ac26c23e2d3324d43f8914672b022ef43ace4abff4bf3558f7f

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=sha256:4aa847a3319a07d6d0d7d3bd51d95199d25ca0dc768b4a73b0b28b10663e80e2

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=sha256:7fd31c45602ba263e481e94589073e7352a68bebe37d76eecee002a662ec8f44

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=sha256:78c4f521b96186ce2c1275dbd458c7064b47fe99014fc54b595afd90ab8be6af

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:d71aeb056a507ee80d9d934219cfd74873f28f3cef783b4096ca11934070a527

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:e8e66195e799e54291c73dbaac0493bf94d2d7369b131ea47f453506d1768a14

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:dbe9669ba3103dcb7fea5f936ba1f0f41afe739122fd8c5ffdcb31210aae65d0

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=sha256:64afbdb66bac7e1e9495edeabfc8ed3eddf8f58c4607eba0583ee16a01a8da94

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=sha256:51b10d01a243bc34f9d0b79d62162a41fb45fd76d1046fb0ae5d74312db2dae5

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:bb0ae65c8030765fd334d0e644005f2a32a8622c131736ff79bcaaf5d6b7d3c0

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=sha256:64c5463c3b854af97ddabf89a124a911c8ddd80b2457d3fcc4840badf44c5cf9

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:a32b07343a64b1e3e19b8662a7af1a6071d622f80598b17774b2c0e030630323

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=sha256:5342ddfadbc165299b68a556492c582ea6ef2039cfaf88553dab748c4022333a

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=sha256:73e441b263bf5c80cf2c9e149e9e3b499d5a35cb7847cd4e3ceb115b7e9cdf6e

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=sha256:4efa728a23888975bf89fa538a0b247a7cc1a60b83451ad9dd5733d3e6290dea

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:e27124912010e26ef8c6f63d0ee0df571d71da4f7c7681a05f52653c0f2d6ec8

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:a0327da6c5b964ecc25fa776f8123151f09bbb2c49c398b6710b6a950ece3949

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:fd1fccdfb92553f36839092a3197befd3a4f8c6d9167aba5fe0ad52af3e3571f

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:e1ada83b40503f5ce09052206042773298c399d9d54b31210cf181398f185df4

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:a1abbc616a72e962b40568c164efef1f4c7fc7b0d6e3b8bc6830213da98fa13b

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:e84f164848fcdf53f66865cc959eb6223d01c5ec5341b36cecae09c7bfb11359

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:c9eae6793cbf509a92c1f35902ac7d173a3ee9488f23009b83b63f0d0655ff50

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=sha256:2d02c0126ea597d4a59fb94abcae666560852d2a2a6a46e77e4be01d93085af9

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=sha256:9a7c57b600b0da3c587ce48cc850a5f2ce3df41b4e68e21068387e6d80a19a72

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=sha256:824a11a2ea2d11860fdea35577a5c19148c771533207c0f461c80bd5269fad20

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=sha256:4c360ec0a2c553e3dca16eff0b1e3d942891254aef3f1f444c9a8c3eea1120e2

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:f5d27430b3cc85e5206cded458fbb266e33be40745a6b081ab7bfc007453feaa

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=sha256:78bb7beb6761bc3e5ca6b2528df280c98577dffd732b75b4ed8880a824badf34

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=sha256:8728343504a460644c60629a1a9ded7b7bf09f63b84b9bba5685d66d999ad91a

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:e4e8a3adcc255a71957dd76c1713dbb80b3f0c7a1f0049767baa4d2e8ec66c9b

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=sha256:706696e62eaebe2b536ba7eeb221d1218046d6d523825bfba398f72de954ba05

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=sha256:98ebc9a8184f8d48de0ecdc9240b75f9e85db31d713f36a72e262fc64c24c5a8

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=sha256:6db0a0da8c5a9ec0c8ac88983e980b8d916356a246e755b547deea1a6a77107c

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=sha256:083f23460b352d2a6b2b33fc5ef243a6bd3f2c4a1c5ce3334d6129de4871b03e

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:cca1d3f1ef87cf66c10e2d902f8b00292f01fdfa8c38752491d67f644d4cd000

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=sha256:1b3cef00c556546f2614305f2069657ec9669e7184d6fa52a55aa3a7bbb0a182

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=sha256:82c1be5594fd6f4fe0643d1c5a5e708f30a68ec26b68a511edd113029203a900

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:dd3143d7626b4e1c17db57045101551b68b0db288164f720decf7c0d7761b62d

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=sha256:22b1259c828e34ecd1602daf806bc2177d00f9af0f5bca2beb84843cca75d53b

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=sha256:196185f6ea04eb806b46f34971a276ca9b74686adf6056ead9991140711392e8

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=sha256:8f6ba9871c619f61641abf21b2e8a3d12c9df98a8e6da59db4600c8b181b3503

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=sha256:8cc3da898c2e3dec7d6589bbe06f1452bfe5cca486c1ddc31e8e190ac05251f8

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=sha256:707b74a52aa090df3beb2e929e158b10cec5ba839f9101ac3a6fb7e546522594

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:e41b3e726a9571b83e88f77851edd0c50fe9adf5c545ebb000cac55b39d62c4b

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=sha256:6e2503b6d507cea1686454c73e9a3eff7b63d1ff101c66ca6fa1762645f4a2af

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=sha256:59ef6d0f5c801d4f06db963afb6f02c59ee8590c1c136baeb053a48d1df2937b

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=sha256:3b4e1acc39c2a1d4ce950283635ecb7b97673953db4a363e0a89886ba0e52fcd

Pith citing papers

No inbound Pith citation observations are available.