Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:43:57.676619Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2506.21119.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:43:57.676619Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
38 of 38 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation abbaafb5-47ca-4e6e-8204-6edc4b75d414 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Language models are unsupervised multitask learners,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07a9e4c5-cdec-4ed7-a0b1-9fe7e053b84d · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ad8ccb0-ea1b-4375-b9d7-2afeb9c10006 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Language models are few-shot learners,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d4ac90af-af9f-4e87-aecd-174b63fbf6a4 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models What does bert learn about the structure of language?
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3bb52e1d-1e0c-48df-9426-8c374e29671d · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Parameter-efficient transfer learning for nlp,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 28330c3b-b41b-4d09-a427-46dc4e59961a · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Prefix-Tuning: Optimizing Continuous Prompts for Generation
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30cedd7f-f3fa-4203-b5d9-d128ae3ce4e7 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models LoRA: Low-Rank Adaptation of Large Language Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbcf38d5-472a-430a-a371-4672daac4cd2 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models A fully progressive approach to single-image super-resolution,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 344cb963-e5ee-4e3e-984e-95b0f026f74e · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Cascade ef-gan: Progressive facial expres- sion editing with local focuses,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ad88754-a7ae-44f7-a5d3-c5c22a59157d · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Progressive Growing of GANs for Improved Quality, Stability, and Variation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 102cdc13-1f51-4980-b90c-c43aacbf7044 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 092f8973-323d-4d37-8e73-58e90505cbaa · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models SQuAD: 100,000+ Questions for Machine Comprehension of Text
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68d0b7a0-6bc3-4b68-bc00-a4e26238e82a · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Bitfit: Simple parameter-efficient fine-tuning for transformer-based masked language-models,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ba9485f-680a-4e58-ab44-3f863d6d6278 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Transformers: State-of-the-art natural language processing,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 540795af-bf38-4a4d-ad66-f2bb2bb438d0 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Parameter-Efficient Transfer Learning with Diff Pruning
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a849b09e-cb07-4129-9624-7a31dcf34253 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Semi-supervised sequence learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 888ecb68-2034-4121-94ce-223274090a19 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Universal Language Model Fine-tuning for Text Classification
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d03f7099-3624-40fe-937a-35c325fa38b9 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f0ca40-2f52-4ab4-a0a5-6d7f0f36c035 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models The Power of Scale for Parameter-Efficient Prompt Tuning
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aeaabf64-8447-4ba7-bfc7-c8eb9975c8a3 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb516b74-a77b-4e23-bfec-6586408d4daa · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models LLaMA: Open and Efficient Foundation Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 657b5f7f-bbe0-4ff8-8fe8-1d5169a95163 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Exploring the limits of transfer learning with a unified text-to- text transformer,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a57bced4-5871-47f7-ab5c-06b8c8a85b68 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20309761-7744-4cec-a52f-8d48e61ff41e · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0845c449-6ef0-47dc-926c-c39b1b25ddcf · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Qlora: Efficient fine- tuning of quantized llms,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e1e9e9c6-d05f-4fc0-afcc-ce558b722729 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Efficient fine-tuning of bert models on the edge,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ae79f3b4-2bb1-4f47-9bf3-611533647027 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models KronA: Parameter Efficient Tuning with Kronecker Adapter
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77be7424-62ea-4223-9e45-eff2d9152b24 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e91bdede-7018-40cb-b6cb-d4e37e1cbb0d · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Gpt under- stands, too,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bdd604d9-f30a-41d6-b851-712dc5ac77a0 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61e1fc3e-2278-4268-84bd-8b3801a2f69a · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Pre-trained models for natural language processing: A survey,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c0c91efa-4d49-4eb9-84c3-dc29f7e3c41a · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Sparsegpt: Massive language models can be accurately pruned in one-shot,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e97925db-e852-4d2f-8edd-c1ab04d79807 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models A Simple and Effective Pruning Approach for Large Language Models
Reference 33
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Unavailable: canonical work link unavailable.
Observation 484685a3-1924-4953-847d-9ed7f5478ec7 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Gpt3. int8 (): 8-bit matrix multiplication for transformers at scale,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 36bfd8de-f8c2-4a01-ab36-f0d3724f9906 · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7f62867-610e-4667-afb2-589ecf686dbb · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82774ef6-98a6-4c22-984d-658b7ba796ba · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Deep residual learning for image recog- nition,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 452e4000-a90a-450a-965c-a47a6691813d · outbound
Progtuning: Progressive Fine-tuning Framework for Transformer-based Language Models Layer Normalization
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.