Paper Citation Record · LEDGER

Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 40 inbound Pith citation observations for arXiv:2311.10702.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2311.10702 v2

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measured 40 of 40 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 40 of 40 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:46:29.617054Z

measured 0 of 1 external citation measurements

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Source: arxiv_reference, observed 2026-07-01T12:15:43.645501Z

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Outbound references

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Pith citing papers

Observation b4a2e8d9-8210-4498-af55-fce08d915641 · inbound

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive cites this paper.

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:04:44.425028Z

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Observation 3f1ba3ff-253a-4587-beec-2bf67b25eab6 · inbound

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing cites this paper.

Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 114

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:58:36.856799Z

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Observation f0b6e680-6d49-4c0e-b214-94e680edebe3 · inbound

DataComp-LM: In search of the next generation of training sets for language models cites this paper.

DataComp-LM: In search of the next generation of training sets for language models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:58:17.016274Z

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Observation 4423f7ba-ae5a-4110-b5eb-b549d5e66654 · inbound

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering cites this paper.

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 21

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Observation 9bebc7d0-9c82-473a-8ad4-c3ac6329add6 · inbound

SHARP: Accelerating Language Model Inference by SHaring Adjacent layers with Recovery Parameters cites this paper.

SHARP: Accelerating Language Model Inference by SHaring Adjacent layers with Recovery Parameters Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 40

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Observation 9e7a39f2-cb02-47fd-aacd-64067ee6879c · inbound

IHEval: Evaluating Language Models on Following the Instruction Hierarchy cites this paper.

IHEval: Evaluating Language Models on Following the Instruction Hierarchy Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 11

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Observation 59f69e30-cf71-41f1-889e-fa6f3640fa27 · inbound

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model cites this paper.

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 115

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Observation 6750d8bd-8738-4f90-95f9-35f778c0a491 · inbound

Reinforcement Learning from Human Feedback cites this paper.

Reinforcement Learning from Human Feedback Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 27

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Observation 18d67aab-4935-4afa-b2dc-e5c745776e60 · inbound

Systematic Evaluation of Machine-Generated Reasoning and PHQ-9 Labeling for Depression Detection Using Large Language Models cites this paper.

Systematic Evaluation of Machine-Generated Reasoning and PHQ-9 Labeling for Depression Detection Using Large Language Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 9

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Observation 0463f96f-69bc-4ecb-a1b0-d5d34f434f28 · inbound

Efficient Data Selection at Scale via Influence Distillation cites this paper.

Efficient Data Selection at Scale via Influence Distillation Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 13

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Observation 9ca7eda8-fd42-4db0-af8b-0cf7fd2f754f · inbound

Why Do More Experts Fail? A Theoretical Analysis of Model Merging cites this paper.

Why Do More Experts Fail? A Theoretical Analysis of Model Merging Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 10

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AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs cites this paper.

AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 22

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Observation 4f27019b-e3df-4b9c-8f00-91f772bb388f · inbound

Data Swarms: Optimizable Generation of Synthetic Evaluation Data cites this paper.

Data Swarms: Optimizable Generation of Synthetic Evaluation Data Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 17

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Observation 0696fe37-6a7c-4012-be9e-f57bef12c6ed · inbound

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models cites this paper.

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 16

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Observation d9983265-7526-4dd2-a7ca-a2e51a661b51 · inbound

Improved Supervised Fine-Tuning for Large Language Models to Mitigate Catastrophic Forgetting cites this paper.

Improved Supervised Fine-Tuning for Large Language Models to Mitigate Catastrophic Forgetting Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 2

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Observation 10fa9ce4-8fba-45f1-9bae-34fd13b4372d · inbound

Generalizing Verifiable Instruction Following cites this paper.

Generalizing Verifiable Instruction Following Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 11

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Observation a8cdd0e1-9e18-4b38-a7b4-131252e3411f · inbound

Disentangling the Roles of Representation and Selection in Data Pruning cites this paper.

Disentangling the Roles of Representation and Selection in Data Pruning Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 18

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Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts cites this paper.

Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 5

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Observation aef8b69a-cc8d-4d1b-8780-83260d87a94c · inbound

Planted in Pretraining, Swayed by Finetuning: A Case Study on the Origins of Cognitive Biases in LLMs cites this paper.

Planted in Pretraining, Swayed by Finetuning: A Case Study on the Origins of Cognitive Biases in LLMs Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 2

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On the Effect of Instruction Tuning Loss on Generalization cites this paper.

On the Effect of Instruction Tuning Loss on Generalization Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 20

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DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and its Loss' Convexity is Dispensable) cites this paper.

DPO Unchained: Your Training Algorithm is Secretly Disentangled in Human Choice Theory (and its Loss' Convexity is Dispensable) Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 24

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Observation bbe72f64-af42-4ace-9159-ae71eb85241c · inbound

DiffLoRA: Differential Low-Rank Adapters for Large Language Models cites this paper.

DiffLoRA: Differential Low-Rank Adapters for Large Language Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 2

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Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation cites this paper.

Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 35

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Observation 305bef1b-bdbb-4310-9581-fe5ba407fe85 · inbound

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms cites this paper.

From Black Box to Transparency: Enhancing Automated Interpreting Assessment with Explainable AI in College Classrooms Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 35

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On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization cites this paper.

On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:56:24.601325Z

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Dr.LLM: Dynamic Layer Routing in LLMs cites this paper.

Dr.LLM: Dynamic Layer Routing in LLMs Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 9

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Select or Project? Evaluating Lower-dimensional Vectors for LLM Training Data Explanations cites this paper.

Select or Project? Evaluating Lower-dimensional Vectors for LLM Training Data Explanations Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 2019

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Less is Enough: Synthesizing Diverse Data in LLM Feature Space with Sparse Autoencoders cites this paper.

Less is Enough: Synthesizing Diverse Data in LLM Feature Space with Sparse Autoencoders Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 76

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A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn't) cites this paper.

A Critical Look at Targeted Instruction Selection: Disentangling What Matters (and What Doesn't) Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 32

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Observation 9e8e95e2-eaec-4246-ac17-5c1e4a180d5f · inbound

AdaRubric: Task-Adaptive Rubrics for Reliable LLM Agent Evaluation and Reward Learning cites this paper.

AdaRubric: Task-Adaptive Rubrics for Reliable LLM Agent Evaluation and Reward Learning Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 4

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Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion cites this paper.

Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 49

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Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation cites this paper.

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 23

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Observation d84e0b2a-6261-442f-9d3f-e380a7d23aaa · inbound

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation cites this paper.

Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 23

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Can Muon Fine-tune Adam-Pretrained Models? cites this paper.

Can Muon Fine-tune Adam-Pretrained Models? Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 81

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Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling cites this paper.

Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 261

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LoRA vs. Full Fine-Tuning: A Theoretical Perspective cites this paper.

LoRA vs. Full Fine-Tuning: A Theoretical Perspective Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:18:16.795437Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33f84b86-6a82-4de4-a379-807fee0db47d · inbound

Conditional Equivalence of DPO and RLHF: Implicit Assumption, Failure Modes, and Provable Alignment cites this paper.

Conditional Equivalence of DPO and RLHF: Implicit Assumption, Failure Modes, and Provable Alignment Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 13

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Observation 55d88e73-4809-4bb6-a78d-9094f5aea14b · inbound

EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization cites this paper.

EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 6

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Observation 2adbcb74-a45d-4222-a33d-3aa8cd7533a4 · inbound

Model Merging to Evolution: Parameter Space Exploration for Expert Models cites this paper.

Model Merging to Evolution: Parameter Space Exploration for Expert Models Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T11:24:38.148797Z

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Observation 5b477932-8b21-4472-b06b-eba6ea6c11b7 · inbound

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs cites this paper.

When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of LLMs Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T12:15:43.647004Z

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