Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:11:18.809262Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2507.09016.
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 2026-08-06T18:11:18.809262Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 58a9ad55-1bfd-4b28-9fa1-d6ff5f56311b · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 1
Source-reported events for the cited work
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Observation bad13d35-e8fb-45fa-9dff-417af3d8cee9 · outbound
Enhancing RLHF with Human Gaze Modeling Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eeafc856-3917-4b89-81e4-fc7dc8fc5775 · outbound
Enhancing RLHF with Human Gaze Modeling Dense Reward for Free in Reinforcement Learning from Human Feedback
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce24472-7aa7-4a57-9d1a-06ee90b2877c · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 386aa479-f503-4569-b69e-638435de6044 · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c7686f7-f03c-4fdf-b03f-084adf52cfe8 · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f835b9ad-daf4-451b-b9b1-93e43de86413 · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 7
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Observation bfe9b88f-4f80-456f-b5be-f7692265f3b8 · outbound
Enhancing RLHF with Human Gaze Modeling o pf, Yannic Kilcher, Dimitri Von R \
Reference 8
Source-reported events for the cited work
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Observation 51ee4109-ddfe-4878-acfe-5640d9e67efd · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 9
Source-reported events for the cited work
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Observation 1299c575-9187-4e8a-af5f-3eebaa0b1f19 · outbound
Enhancing RLHF with Human Gaze Modeling Proximal Policy Optimization Algorithms
Reference 10
Source-reported events for the cited work
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Observation f4bf7a61-d659-4884-8fb0-b09fc171abc6 · outbound
Enhancing RLHF with Human Gaze Modeling DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 11
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Unavailable: canonical work link unavailable.
Observation dbd1009f-985f-4b4c-8c01-8aa5fee58fac · outbound
Enhancing RLHF with Human Gaze Modeling Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 612b616f-b551-4b65-85ba-de4adf22dcd6 · outbound
Enhancing RLHF with Human Gaze Modeling Fine-Tuning Language Models from Human Preferences
Reference 13
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Unavailable: canonical work link unavailable.
Observation 941c1dc9-e81f-46c1-b7e4-91600236d5f3 · outbound
Enhancing RLHF with Human Gaze Modeling online" 'onlinestring :=
Reference 14
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Unavailable: canonical work link unavailable.
Observation 0e7fc508-6a5c-45c1-9d8e-bdbf6c3dc9a8 · outbound
Enhancing RLHF with Human Gaze Modeling write newline
Reference 15
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Unavailable: canonical work link unavailable.
Observation 63410ba1-b633-445c-a2d4-9ea736c354dd · outbound
Enhancing RLHF with Human Gaze Modeling Attention is all you need
Reference 16
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Unavailable: canonical work link unavailable.
Observation ba9dfe0a-dc23-40be-a85c-ad7b0c708e27 · outbound
Enhancing RLHF with Human Gaze Modeling Supervised contrastive learning
Reference 17
Source-reported events for the cited work
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Observation 9997120e-bcf0-491d-87d1-43bd748fcb81 · outbound
Enhancing RLHF with Human Gaze Modeling Codet5+: Open code large language models for code understanding and generation
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e119e292-0593-46ab-983b-5bea322f6833 · outbound
Enhancing RLHF with Human Gaze Modeling Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning
Reference 19
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Unavailable: canonical work link unavailable.
Observation 9107796e-0247-43f0-9972-49a4f170c20f · outbound
Enhancing RLHF with Human Gaze Modeling Low-rank adaptation of large language model rescoring for parameter-efficient speech recognition
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa131fcd-4231-409b-8c0b-29a5b8628640 · outbound
Enhancing RLHF with Human Gaze Modeling AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af2dc072-2580-4a74-96d3-01141b8b2eca · outbound
Enhancing RLHF with Human Gaze Modeling The Power of Scale for Parameter-Efficient Prompt Tuning
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 987f26ad-a495-4ad0-b150-688fc7bb624a · outbound
Enhancing RLHF with Human Gaze Modeling Few-shot parameter-efficient fine-tuning is better and cheaper than in-context learning
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e246626b-9c9a-4bcf-991d-41a018edafa1 · outbound
Enhancing RLHF with Human Gaze Modeling CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70fc65b4-8e97-41f5-a928-3ffebcf67f0a · outbound
Enhancing RLHF with Human Gaze Modeling Retrieval-augmented generation for knowledge-intensive nlp tasks, 2021
Reference 25
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Unavailable: canonical work link unavailable.
Observation 19cb96ec-53e2-430c-b51f-56a5b5bf392b · outbound
Enhancing RLHF with Human Gaze Modeling A neural framework for retrieval and summarization of source code
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8e91ad1a-28c4-4ae4-9385-0b0cb8122892 · outbound
Enhancing RLHF with Human Gaze Modeling Survey of code search based on deep learning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 79b1bf6f-5d1a-48e2-9116-8e3f5146d2a7 · outbound
Enhancing RLHF with Human Gaze Modeling Rosf: Leveraging information retrieval and supervised learning for recommending code snippets
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0529bbc-fcb9-41b3-871a-d9ef5c0cec66 · outbound
Enhancing RLHF with Human Gaze Modeling Sniff: A search engine for java using free-form queries
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 509fd0b6-6135-41c5-bdab-f760b591325b · outbound
Enhancing RLHF with Human Gaze Modeling Nl-based query refinement and contextualized code search results: A user study
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc49fc0d-8ae9-49d8-a472-d9fc3e34745c · outbound
Enhancing RLHF with Human Gaze Modeling Bimodal modelling of source code and natural language
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f01c3ea-7025-44a7-a973-522dd045b633 · outbound
Enhancing RLHF with Human Gaze Modeling CodeBERT: A Pre-Trained Model for Programming and Natural Languages
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de7cba3b-e59b-42fe-b552-9f9c8d951b86 · outbound
Enhancing RLHF with Human Gaze Modeling GraphCodeBERT: Pre-training Code Representations with Data Flow
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0cb873f5-3d83-4e10-8219-2fbb9a90f47d · outbound
Enhancing RLHF with Human Gaze Modeling Comparison of graph embeddings for source code with text models based on cnn and codebert architectures
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bb92ce0a-c8c9-420a-b5c4-d82a5f126286 · outbound
Enhancing RLHF with Human Gaze Modeling A novel neural source code representation based on abstract syntax tree
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fa3f9530-f6c6-4b31-880c-146378ec7203 · outbound
Enhancing RLHF with Human Gaze Modeling Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a02622e-c26b-4341-9f7a-adebede6942b · outbound
Enhancing RLHF with Human Gaze Modeling Multimodal representation for neural code search
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e3e14a9-44e7-4517-84b0-d3266b8d988e · outbound
Enhancing RLHF with Human Gaze Modeling Text and Code Embeddings by Contrastive Pre-Training
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17def1db-fb88-4ee0-b33e-bf52a3515e17 · outbound
Enhancing RLHF with Human Gaze Modeling Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
Reference 39
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Unavailable: canonical work link unavailable.
Observation 49e62bf0-285a-4e4e-b3e8-64db6a7303db · outbound
Enhancing RLHF with Human Gaze Modeling Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models
Reference 40
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Unavailable: canonical work link unavailable.
Observation 61f498a0-9176-4fe0-bb0f-98179a828d02 · outbound
Enhancing RLHF with Human Gaze Modeling No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2e9e1ddc-8667-44b0-a21a-6536d793b22c · outbound
Enhancing RLHF with Human Gaze Modeling CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e5292aa-ba79-4cc5-97db-9a4a50115d96 · outbound
Enhancing RLHF with Human Gaze Modeling Self-supervised learning: Generative or contrastive
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d2e86f54-df81-41b2-aa97-e404d266d946 · outbound
Enhancing RLHF with Human Gaze Modeling Learning transferable visual models from natural language supervision
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 45a60847-61cf-4f7a-bc67-400d61bc2081 · outbound
Enhancing RLHF with Human Gaze Modeling Contrastive multiview coding
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3be8b282-83bb-489e-ae3c-edbade85d49e · outbound
Enhancing RLHF with Human Gaze Modeling Graph contrastive learning with augmentations
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73a98453-35a0-43fe-b913-ad29c2dd8679 · outbound
Enhancing RLHF with Human Gaze Modeling Contrastive learning with cross-modal knowledge mining for multimodal human activity recognition
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3be1af22-f55b-4e56-9205-63d2ccf3f465 · outbound
Enhancing RLHF with Human Gaze Modeling A simple framework for contrastive learning of visual representations
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1506646-8bc8-4ca8-8670-5c042bd0b330 · outbound
Enhancing RLHF with Human Gaze Modeling Self-supervised contrastive bert fine-tuning for fusion-based reviewed-item retrieval
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46e9afbc-46ee-4521-9e77-7935e11ed7e1 · outbound
Enhancing RLHF with Human Gaze Modeling Clip4clip: An empirical study of clip for end to end video clip retrieval and captioning
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8369c4c5-dc60-42d0-862f-72a384503002 · outbound
Enhancing RLHF with Human Gaze Modeling XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b51eae7b-fbe3-4bb3-97f7-f1b1a133b19f · outbound
Enhancing RLHF with Human Gaze Modeling Staqc: A systematically mined question-code dataset from stack overflow
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c4c7ec4-d166-400e-829d-0abce00ffad4 · outbound
Enhancing RLHF with Human Gaze Modeling PyTorrent: A Python Library Corpus for Large-scale Language Models
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 378e84a6-2878-45db-b387-9c224016a3c7 · outbound
Enhancing RLHF with Human Gaze Modeling Search4code: Code search intent classification using weak supervision
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5cf5158a-fd17-4187-9e49-a1bc4a2fc22d · outbound
Enhancing RLHF with Human Gaze Modeling Semantic Code Search for Smart Contracts
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31331050-f27f-4565-a991-4d749c72b6f1 · outbound
Enhancing RLHF with Human Gaze Modeling Isadetect: Usable automated detection of cpu architecture and endianness for executable binary files and object code
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a2f4bbb-cc6f-4d56-81c0-f687588a51b6 · outbound
Enhancing RLHF with Human Gaze Modeling DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 636ae2ae-0b51-4828-871c-04b442108990 · outbound
Enhancing RLHF with Human Gaze Modeling ROUGE 2.0: Updated and Improved Measures for Evaluation of Summarization Tasks
Reference 58
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.