Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-16T10:17:37.129753Z
Paper Citation Record · LEDGER
MoCo: A One-Stop Shop for Model Collaboration Research
As of 10 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2601.21257.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T21:49:27.042616Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-02T18:57:16.610354Z
Reference resolution
37 of 37 outbound references displayed
- verified exact23
- verified fuzzy10
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 71c6594c-3a03-495b-a33b-7c3edfe07c5d · outbound
This paper cites Program Synthesis with Large Language Models.
MoCo: A One-Stop Shop for Model Collaboration Research Program Synthesis with Large Language Models
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.723226Z
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.
Observation 847a70e5-09c1-4df1-9ba9-7b39aef4b5ed · outbound
This paper cites CulturalBench: A Robust, Diverse, and Challenging Cultural Benchmark by Human-AI CulturalTeaming.
MoCo: A One-Stop Shop for Model Collaboration Research CulturalBench: A Robust, Diverse, and Challenging Cultural Benchmark by Human-AI CulturalTeaming
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.695656Z
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.
Observation e562a50a-f345-4ac8-8fe1-5ae2b053ce7c · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
MoCo: A One-Stop Shop for Model Collaboration Research Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.754779Z
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.
Observation 48eda1e5-5868-4d14-bb26-648bf8972850 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
MoCo: A One-Stop Shop for Model Collaboration Research Training Verifiers to Solve Math Word Problems
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.700694Z
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.
Observation 35031eed-53b1-4040-b880-ec6fef357701 · outbound
This paper cites Nudging: Inference-time Alignment of LLMs via Guided Decoding.
MoCo: A One-Stop Shop for Model Collaboration Research Nudging: Inference-time Alignment of LLMs via Guided Decoding
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.749971Z
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.
Observation e1c4d6d9-134c-4a02-90c1-c79b40c7893f · outbound
This paper cites When One LLM Drools, Multi-LLM Collaboration Rules.
MoCo: A One-Stop Shop for Model Collaboration Research When One LLM Drools, Multi-LLM Collaboration Rules
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.773169Z
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.
Observation 9099f4a1-279e-434b-89cb-ddf787b40c7c · outbound
This paper cites Arcee’s MergeKit: A toolkit for merging large lan- guage models.
MoCo: A One-Stop Shop for Model Collaboration Research Arcee’s MergeKit: A toolkit for merging large lan- guage models
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.768303Z
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.
Observation d786084e-6c96-4012-955b-94ff247a5c68 · outbound
This paper cites The Llama 3 Herd of Models.
MoCo: A One-Stop Shop for Model Collaboration Research The Llama 3 Herd of Models
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.713019Z
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.
Observation a7f990ac-84ee-41ea-81d6-3a6e1efce6c0 · outbound
This paper cites Care: Aligning language models for regional cultural awareness.arXiv preprint arXiv:2504.05154.
MoCo: A One-Stop Shop for Model Collaboration Research Care: Aligning language models for regional cultural awareness.arXiv preprint arXiv:2504.05154
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.782718Z
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.
Observation d3f01924-221c-42d3-a9e7-999b9a96db2f · outbound
This paper cites Relayllm: Efficient reasoning via collaborative decod- ing.arXiv preprint arXiv:2601.05167.
MoCo: A One-Stop Shop for Model Collaboration Research Relayllm: Efficient reasoning via collaborative decod- ing.arXiv preprint arXiv:2601.05167
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.728513Z
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.
Observation 5cd8013a-c711-43b9-8815-4a4fe2f0de6c · outbound
This paper cites DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning.
MoCo: A One-Stop Shop for Model Collaboration Research DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.691021Z
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.
Observation a6783f0a-d9c5-4d68-9a97-137b9b033b9e · outbound
This paper cites Pub- medqa: A dataset for biomedical research question an- swering.
MoCo: A One-Stop Shop for Model Collaboration Research Pub- medqa: A dataset for biomedical research question an- swering
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.783550Z
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.
Observation 34e1a8ee-4257-4cc5-b715-27674ac764f8 · outbound
This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.
MoCo: A One-Stop Shop for Model Collaboration Research Tulu 3: Pushing Frontiers in Open Language Model Post-Training
Reference 13
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.791488Z
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.
Observation d813db13-744d-4abb-b75c-2dde4dba5d49 · outbound
This paper cites In-the-flow agentic system opti- mization for effective planning and tool use.
MoCo: A One-Stop Shop for Model Collaboration Research In-the-flow agentic system opti- mization for effective planning and tool use
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.789107Z
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.
Observation f57decbb-3e4e-4e1d-b786-d2175e888982 · outbound
This paper cites Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs.
MoCo: A One-Stop Shop for Model Collaboration Research Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T16:18:01.701777Z
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.
Observation 62f02fdb-4ad0-4d2f-a77c-6f7a85099092 · outbound
This paper cites General-Reasoner: Advancing LLM Reasoning Across All Domains.
MoCo: A One-Stop Shop for Model Collaboration Research General-Reasoner: Advancing LLM Reasoning Across All Domains
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.759451Z
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.
Observation f469bfab-9fdd-4a11-844c-607a29e8ae0f · outbound
This paper cites Olmo 3.
MoCo: A One-Stop Shop for Model Collaboration Research Olmo 3
Reference 17
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-16T10:17:43.767790Z
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.
Observation 31a2c178-3974-4cfc-8e50-fde590cda196 · outbound
This paper cites CLIPPER: Compression enables long-context synthetic data generation.
MoCo: A One-Stop Shop for Model Collaboration Research CLIPPER: Compression enables long-context synthetic data generation
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.745649Z
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.
Observation c0d2177c-1ada-4d02-8768-9b56e9f687ce · outbound
This paper cites ToolRL: Reward is All Tool Learning Needs.
MoCo: A One-Stop Shop for Model Collaboration Research ToolRL: Reward is All Tool Learning Needs
Reference 19
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-16T10:17:43.707579Z
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.
Observation 9095a8b6-3605-4dbe-932d-c8dbac04ca0b · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
MoCo: A One-Stop Shop for Model Collaboration Research DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.777924Z
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.
Observation 1d18fcaa-1364-4c4f-9724-4d6f3d7debac · outbound
This paper cites The Hallucination Tax of Reinforcement Finetuning.
MoCo: A One-Stop Shop for Model Collaboration Research The Hallucination Tax of Reinforcement Finetuning
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.795988Z
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.
Observation 242d5889-d95f-4c78-b614-43f89556ad27 · outbound
This paper cites W., Chowdhery, A., Le, Q., Chi, E., Zhou, D., et al.
MoCo: A One-Stop Shop for Model Collaboration Research W., Chowdhery, A., Le, Q., Chi, E., Zhou, D., et al
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.797551Z
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.
Observation 0e53463c-0758-48cf-afa3-1bbdcf2aee10 · outbound
This paper cites Aligning Large Language Models with Implicit Preferences from User-Generated Content.
MoCo: A One-Stop Shop for Model Collaboration Research Aligning Large Language Models with Implicit Preferences from User-Generated Content
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.787411Z
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.
Observation 7318df56-1dae-47a5-a2bd-f56115b631f9 · outbound
This paper cites Minicheck: Efficient fact-checking of llms on grounding documents.
MoCo: A One-Stop Shop for Model Collaboration Research Minicheck: Efficient fact-checking of llms on grounding documents
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.791862Z
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.
Observation 4c0577a1-887d-4ce4-ac4a-0b67022dee69 · outbound
This paper cites Scir- iff: A resource to enhance language model instruction- following over scientific literature.
MoCo: A One-Stop Shop for Model Collaboration Research Scir- iff: A resource to enhance language model instruction- following over scientific literature
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.794529Z
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.
Observation d77114e6-e419-4764-bbca-1e6de935cfab · outbound
This paper cites Always Tell Me The Odds: Fine-grained Conditional Probability Estimation.
MoCo: A One-Stop Shop for Model Collaboration Research Always Tell Me The Odds: Fine-grained Conditional Probability Estimation
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.736353Z
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.
Observation bd45fd71-d66b-4ecb-8bea-ce11dc8a86a5 · outbound
This paper cites Improved Representation Steering for Language Models.
MoCo: A One-Stop Shop for Model Collaboration Research Improved Representation Steering for Language Models
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.684248Z
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.
Observation bdd9b769-8072-418b-a8d4-b3b49f191e62 · outbound
This paper cites Prompt-mii: Meta-learning instruction induction for llms.arXiv preprint arXiv:2510.16932.
MoCo: A One-Stop Shop for Model Collaboration Research Prompt-mii: Meta-learning instruction induction for llms.arXiv preprint arXiv:2510.16932
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.800651Z
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.
Observation 62f7cf6a-7215-4b70-940b-c6fa3278a2c8 · outbound
This paper cites Qwen2 Technical Report.
MoCo: A One-Stop Shop for Model Collaboration Research Qwen2 Technical Report
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T10:17:43.732226Z
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.
Observation 83217a5d-3fd7-42d1-8618-ba75e929ff47 · outbound
This paper cites Netsafe: Exploring the topological safety of multi-agent system.
MoCo: A One-Stop Shop for Model Collaboration Research Netsafe: Exploring the topological safety of multi-agent system
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.786382Z
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.
Observation e87368b9-a753-4272-9b55-56a27d278a73 · outbound
This paper cites Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection.
MoCo: A One-Stop Shop for Model Collaboration Research Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.741189Z
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.
Observation a1f4205f-c244-443a-9783-f5a56707a7bd · outbound
This paper cites The Majority is not always right: RL training for solution aggregation.
MoCo: A One-Stop Shop for Model Collaboration Research The Majority is not always right: RL training for solution aggregation
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T10:17:43.763828Z
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.
Observation 69b9b2ce-58f5-49e3-9937-7ead645c70f3 · outbound
This paper cites Weak- to-strong extrapolation expedites alignment.
MoCo: A One-Stop Shop for Model Collaboration Research Weak- to-strong extrapolation expedites alignment
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.777448Z
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.
Observation ebb3fda0-d94e-4c2f-9fa1-09e269a7c399 · outbound
This paper cites Agieval: A human- centric benchmark for evaluating foundation models.
MoCo: A One-Stop Shop for Model Collaboration Research Agieval: A human- centric benchmark for evaluating foundation models
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.800248Z
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.
Observation aa5e70e3-f608-4439-a958-ad9592b616a2 · outbound
This paper cites We employ the default hyperparameters in MOCOfor different model collaboration algorithms.
MoCo: A One-Stop Shop for Model Collaboration Research We employ the default hyperparameters in MOCOfor different model collaboration algorithms
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-16T10:17:44.771779Z
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.
Observation 8943a294-719d-4d6e-b69e-783498a0eafb · outbound
This paper cites an unresolved cited work.
MoCo: A One-Stop Shop for Model Collaboration Research Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:17:44.780277Z
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.
Observation 308622d7-50d3-4374-aa2e-a6ad07175e2c · outbound
This paper cites an unresolved cited work.
MoCo: A One-Stop Shop for Model Collaboration Research Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-05-16T10:17:44.774670Z
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.
Pith citing papers
Observation 649508fb-5f68-49e1-a00c-2c5f6359ab33 · inbound
Scaling Participation in Modular AI Systems cites this paper.
Scaling Participation in Modular AI Systems MoCo: A One-Stop Shop for Model Collaboration Research
Reference 40
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T18:57:16.611566Z
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.