Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T22:49:58.698783Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 6 inbound Pith citation observations for arXiv:2412.03123.
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 2026-08-11T22:49:58.698783Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T13:13:37.853192Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-29T21:53:59.607481Z
17 of 17 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ae8278c1-d420-4062-961e-fc13c015240f · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers and Fritz, M
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 2c36febd-9f1d-4d95-bedd-f55d32c519c7 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af5e5610-e7fa-460c-8c22-dd26c8fb313c · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers When it comes to fantasy sports and betting on NASCAR races, there’s nothing wrong with it,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d02a5c19-3405-4208-998b-3e6aa198cf57 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Robust Distortion-free Watermarks for Language Models
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dae55d9-880f-4e53-9a28-23b9c51a5205 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Waterfall: Framework for Robust and Scalable Text Watermarking and Provenance for LLMs
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db3b9b8d-12db-4643-a93d-cea1680c2e12 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers A Semantic Invariant Robust Watermark for Large Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba113c13-9d02-448d-891b-c2f0fb450191 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Efficient Estimation of Word Representations in Vector Space
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31141577-d807-4d49-b190-469dcb81e9e8 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f4aabd-eaa8-47d2-9b02-b4b5b0b8c8e5 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Robust multi- bit natural language watermarking through invariant fea- tures
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 10bac430-fcbe-4908-95cb-b6882b5e05b9 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Provable Robust Watermarking for AI-Generated Text
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1fc436f-45a3-4326-9d96-112843a293b9 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Secrets of RLHF in Large Language Models Part I: PPO
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49eac86d-bb0f-4bfd-a026-dcc8eae0ce07 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Learning to Watermark LLM-generated Text via Reinforcement Learning
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59280202-38f0-494f-b3db-ed4b0f5e2bdb · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
Reference 2019
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6d9f1ea-bbd2-4db7-ac11-9841551e1a24 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Proximal Policy Optimization Algorithms
Reference 2020
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2495e802-099b-4b7e-a5a9-677a6298f694 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3874119-0cb9-47d2-8b0d-1ea517f98853 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ef818bd-c654-4d9d-ad78-377b720e1d76 · outbound
Robust Multi-bit Text Watermark with LLM-based Paraphrasers On the Learnability of Watermarks for Language Models
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce9b2707-e054-4dcf-a6b6-c5916a484802 · inbound
Copyright Protection for Large Language Models: A Survey of Methods, Challenges, and Trends Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 158
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 75baa02e-129e-4519-a5b5-399f020e9794 · inbound
Fundamental Trade-Offs in Multi-Bit Watermarking of Stochastic Processes Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation bee16832-4117-41a8-b1d4-f2d6e650b0b7 · inbound
TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 52409daf-0e7a-4fb9-858c-f7cb39f14e74 · inbound
TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 8d52f229-6bed-4eeb-92b8-3bbd0dd5fdd1 · inbound
SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 10a71602-847d-4f89-abe9-a0a5425255fe · inbound
SAMark: A Self-Anchored Text Watermarking with Paragraph-Level Paraphrase Robustness Robust Multi-bit Text Watermark with LLM-based Paraphrasers
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.