SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization | Paper Citation Record

Observation c4f53665-b4c7-46ac-85a3-0e29ffabc915 · outbound

This paper cites A general theoretical paradigm to understand learning from human preferences.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization A general theoretical paradigm to understand learning from human preferences

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.287572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f25e68-8a31-40ed-88f7-f69ee8f07547 · outbound

This paper cites Unifying cross-lingual summarization and machine translation with compression rate.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unifying cross-lingual summarization and machine translation with compression rate

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.297575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321dcabc-c338-412e-9745-145c6390b12d · outbound

This paper cites CItruS: Chunked instruction-aware state eviction for long sequence modeling.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization CItruS: Chunked instruction-aware state eviction for long sequence modeling

Reference 3

Resolution: verified exact; doi, observed 2026-08-15T21:06:21.931963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 11500c01-8f75-4510-b022-87f70d5f7911 · outbound

This paper cites LongAlign: A recipe for long context alignment of large language models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongAlign: A recipe for long context alignment of large language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.313134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66a26a42-e044-4bf9-9533-5cd68f07d188 · outbound

This paper cites LongBench: A bilingual, multitask benchmark for long context understanding.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongBench: A bilingual, multitask benchmark for long context understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.317522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7e55a8-00ce-4a44-96c6-3cda48e65be6 · outbound

This paper cites LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.321988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d46e58-0eb1-462e-99bd-7a7d72042d52 · outbound

This paper cites Longwriter: Unleashing 10,000+ word generation from long context LLMs.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Longwriter: Unleashing 10,000+ word generation from long context LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.326027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51b86b48-fcf2-4f56-835e-0b333994341a · outbound

This paper cites Luna: A lightweight evaluation model to catch language model hallucinations with high accuracy and low cost.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Luna: A lightweight evaluation model to catch language model hallucinations with high accuracy and low cost

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.329421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ab93836-3b06-485c-b764-c8e80f7dc7b5 · outbound

This paper cites Context-DPO: Aligning Language Models for Context-Faithfulness.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.333355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59aa538a-0ed0-4da0-8ece-95846396d7f5 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.337415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8869fc9-9c52-484c-9693-7fbcd9f45470 · outbound

This paper cites LongPO: Long context self-evolution of large language models through short-to-long preference optimization.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongPO: Long context self-evolution of large language models through short-to-long preference optimization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.340734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ca1c02-8e36-429a-9e58-8d740d7c2e31 · outbound

This paper cites LongloRA: Efficient fine-tuning of long-context large language models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongloRA: Efficient fine-tuning of long-context large language models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.344025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d5d4a65-3291-41c8-ab84-6cc638913e68 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.347826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2481da52-7be7-484e-b2ff-a47dec067b2f · outbound

This paper cites Smith, and Matt Gardner.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Smith, and Matt Gardner

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.351982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4a7a43-0673-4a1a-8247-121571271f8a · outbound

This paper cites A Survey on Long Text Modeling with Transformers.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization A Survey on Long Text Modeling with Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.355585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fade82b0-368b-4e18-af54-4af488960c82 · outbound

This paper cites LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.360895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1feec261-6e05-4325-b823-57e9383eb807 · outbound

This paper cites The Llama 3 Herd of Models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization The Llama 3 Herd of Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.365652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0edc79e-c9b6-4a07-b186-bcba7152b21c · outbound

This paper cites What is wrong with perplexity for long-context language modeling? InThe Thirteenth International Conference on Learning Representations, 2025.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization What is wrong with perplexity for long-context language modeling? InThe Thirteenth International Conference on Learning Representations, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.369420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a27871c9-4476-414f-8f1b-05dfe229e00c · outbound

This paper cites Open llm leader- board v2.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Open llm leader- board v2

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.373009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35d1c77e-a666-48e7-b37e-0c3d58aa3571 · outbound

This paper cites Data engineering for scaling language models to 128k context.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Data engineering for scaling language models to 128k context

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.376538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a683b8-e35a-4cd3-9387-fd7db4173c3b · outbound

This paper cites How to train long-context language models (effectively).

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization How to train long-context language models (effectively)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.380547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52c67a86-e965-4a58-abf8-9c6271cdc260 · outbound

This paper cites How to train long-context language models (effectively), 2025.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization How to train long-context language models (effectively), 2025

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.384297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 065e54ff-13f2-4898-ae24-09197a77bbea · outbound

This paper cites Mamba: Linear-time sequence modeling with selective state spaces.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Mamba: Linear-time sequence modeling with selective state spaces

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.387800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a26a5ab3-843c-425d-acc5-73433f8835de · outbound

This paper cites Efficiently modeling long sequences with structured state spaces.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Efficiently modeling long sequences with structured state spaces

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.817391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e9a5b1c8-669d-4cec-93d2-f760c180d162 · outbound

This paper cites Two stones hit one bird: bilevel positional encoding for better length extrapolation.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Two stones hit one bird: bilevel positional encoding for better length extrapolation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.804718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3997cc7e-3d58-4c9e-bf2f-796c8a1d61fb · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Measuring Mathematical Problem Solving With the MATH Dataset

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.398494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fadf7f49-889f-474b-ba40-67b0cb1fac51 · outbound

This paper cites Improving long context document-level machine translation.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Improving long context document-level machine translation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.402718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2efbadcd-b722-42da-a661-31e8210c58c5 · outbound

This paper cites Constructing a multi-hop QA dataset for comprehensive evaluation of reasoning steps.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Constructing a multi-hop QA dataset for comprehensive evaluation of reasoning steps

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.406422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab910bd-d6d3-403a-a56c-6e6cbdab86a0 · outbound

This paper cites ORPO: Monolithic preference optimization without reference model.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization ORPO: Monolithic preference optimization without reference model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.409833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d0a6897-d98d-4b99-b3fc-ca98eedb7816 · outbound

This paper cites RULER: What’s the real context size of your long-context language models? InFirst Conference on Language Modeling, 2024.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization RULER: What’s the real context size of your long-context language models? InFirst Conference on Language Modeling, 2024

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.413167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79ac3bf2-a78e-46ff-8aaa-f542247aebf4 · outbound

This paper cites Fewer is more: Boosting math reasoning with reinforced context pruning.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Fewer is more: Boosting math reasoning with reinforced context pruning

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.416410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 919931ce-cf80-4df9-be3c-625b4596fcba · outbound

This paper cites DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.419979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74afce17-8d91-4ff3-9c03-1477b9532a83 · outbound

This paper cites Mistral 7B.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Mistral 7B

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.423777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10423ee0-da8a-469d-9caa-44979560b076 · outbound

This paper cites The NarrativeQA reading comprehension challenge.Transactions of the Association for Computational Linguistics, 6:317–328, 2018.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization The NarrativeQA reading comprehension challenge.Transactions of the Association for Computational Linguistics, 6:317–328, 2018

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.427797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251ae323-563d-4083-9c3a-e87e54e9b168 · outbound

This paper cites Babilong: Testing the limits of llms with long context reasoning-in-a-haystack.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Babilong: Testing the limits of llms with long context reasoning-in-a-haystack

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.786196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 09f00ea0-30d3-401b-ac34-e5cc7d3f1e70 · outbound

This paper cites Bart: Denoising sequence-to-sequence pre-training for natural lan- guage generation, translation, and comprehension.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Bart: Denoising sequence-to-sequence pre-training for natural lan- guage generation, translation, and comprehension

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.773554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b5592b0-42f7-42a1-8e89-6fde66ce2232 · outbound

This paper cites Fundamental capabilities and applications of large language models: A survey.ACM Comput.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Fundamental capabilities and applications of large language models: A survey.ACM Comput

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.440458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 625b7171-e13e-4332-9566-8c078399fdcb · outbound

This paper cites PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization PSPO*: An Effective Process-supervised Policy Optimization for Reasoning Alignment

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:06:22.181532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 563bd622-0fbf-4fe0-9c15-92456885cb30 · outbound

This paper cites Making long-context language models better multi-hop reasoners.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Making long-context language models better multi-hop reasoners

Reference 39

Resolution: verified exact; doi, observed 2026-08-15T21:06:21.861204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0bfd3b9f-87cb-4c75-84fe-eaff1d4905ca · outbound

This paper cites Compressing context to enhance inference efficiency of large language models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Compressing context to enhance inference efficiency of large language models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.451694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff924a2d-3838-4d0e-8fbd-5e4238a6f418 · outbound

This paper cites SnapKV: LLM knows what you are looking for before generation.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization SnapKV: LLM knows what you are looking for before generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.455879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea3b987e-acdf-4b55-ac8e-e83dbb7f2fc8 · outbound

This paper cites MDCure: A Scalable Pipeline for Multi-Document Instruction-Following.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization MDCure: A Scalable Pipeline for Multi-Document Instruction-Following

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:06:21.842018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b63d8b18-e504-41a8-ac88-5dde435dd145 · outbound

This paper cites A comprehensive survey on long context language modeling.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization A comprehensive survey on long context language modeling

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.751632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 97ef50cd-29cf-4fc6-9e73-e8069ca1d66c · outbound

This paper cites Decoupled weight decay regularization.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Decoupled weight decay regularization

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.467936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ff09e3e-5d2c-4e24-a198-efcd65399a6a · outbound

This paper cites MoBA: Mixture of Block Attention for Long-Context LLMs.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization MoBA: Mixture of Block Attention for Long-Context LLMs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.471878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb756b43-6729-4e29-a0ac-6c0d4e32f8a2 · outbound

This paper cites When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.476220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3beb0357-2152-4fb4-91ac-edfd83b20d49 · outbound

This paper cites SimPO: Simple preference optimization with a reference-free reward.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization SimPO: Simple preference optimization with a reference-free reward

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.731953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67558fb0-8f55-41cf-b6ce-77d4553746c4 · outbound

This paper cites Training language models to follow instructions with human feedback.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Training language models to follow instructions with human feedback

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.718328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d8ca97d2-d082-4236-9627-0fa09848f9f9 · outbound

This paper cites Vicky Zhao, Lili Qiu, and Dongmei Zhang.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Vicky Zhao, Lili Qiu, and Dongmei Zhang

Reference 49

Resolution: malformed identifier; no resolver link, observed 2026-08-15T21:06:21.488823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a933ae7-cec9-4b42-a662-a2010e2ce6f0 · outbound

This paper cites YaRN: Efficient context window extension of large language models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization YaRN: Efficient context window extension of large language models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.493201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8154c0d-8865-4710-9146-983fe574b3c5 · outbound

This paper cites Handling Very Long Contexts in Neural Machine Translation: a Survey.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Handling Very Long Contexts in Neural Machine Translation: a Survey

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.688508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation de4410f3-6d63-4499-853f-f7b6bf1b1f63 · outbound

This paper cites Infobatch: Lossless training speed up by unbiased dynamic data pruning.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Infobatch: Lossless training speed up by unbiased dynamic data pruning

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.676606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 28999005-27d5-4b0a-a3aa-3dc4b198dfa5 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.510415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef0fe2ee-8f47-47e9-b086-1b3a71c86f96 · outbound

This paper cites ZeRO: Memory Optimizations Toward Training Trillion Parameter Models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization ZeRO: Memory Optimizations Toward Training Trillion Parameter Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.522867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae96f388-7aa7-476b-bf48-e23d1b7b8143 · outbound

This paper cites SQuAD: 100,000+ questions for machine comprehension of text.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization SQuAD: 100,000+ questions for machine comprehension of text

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.527301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae3ae815-e323-4bbb-86b5-782aca30583f · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.532177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fecc4298-f24e-4cee-9d61-3d1146fd47a0 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:06:22.658195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bf4f98c5-4af6-4ebd-ad01-b5072f34c0e3 · outbound

This paper cites Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.541137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc4674d-699f-4116-936b-361c00f14c1d · outbound

This paper cites Generalized preference optimization: A unified approach to offline alignment.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Generalized preference optimization: A unified approach to offline alignment

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.647333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 371e2cfc-b42a-4ba8-96a3-e5a0ee3f2b0b · outbound

This paper cites LOGO -- Long cOntext aliGnment via efficient preference Optimization.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LOGO -- Long cOntext aliGnment via efficient preference Optimization

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.549930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2108d74-9dfe-4810-823b-e5b26ba5db3b · outbound

This paper cites Musique: Multihop questions via single-hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554, 2022.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Musique: Multihop questions via single-hop question composition.Transactions of the Association for Computational Linguistics, 10:539–554, 2022

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.553894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43fc8ca2-f7c8-442f-825a-1c42138e4f9e · outbound

This paper cites Leave no document behind: Benchmarking long-context LLMs with extended multi-doc QA.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Leave no document behind: Benchmarking long-context LLMs with extended multi-doc QA

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.557707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 443c3306-3e0a-4667-acf9-f9919d2bc10b · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.561955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8399af25-98bb-4eb4-ae1d-1f4eca0b9a84 · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Chi, Quoc V Le, and Denny Zhou

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.628552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6059e6b7-97e0-403e-a987-fe68453342a2 · outbound

This paper cites Kullback–Leibler divergence.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Kullback–Leibler divergence

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.615703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 49b05a65-9a5d-454d-8bd5-7e924200befe · outbound

This paper cites Wit and Marie Gillette.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Wit and Marie Gillette

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.604784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 505c72a8-e97f-420f-84dc-ec67e3eae96f · outbound

This paper cites An efficient recipe for long context extension via middle- focused positional encoding.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization An efficient recipe for long context extension via middle- focused positional encoding

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.594373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 414a2203-ee51-4946-b2e3-9f5bb1264a36 · outbound

This paper cites Effective long-context scaling of foundation models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Effective long-context scaling of foundation models

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.580733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cce9127-4172-4fea-83e7-ff025a3d6794 · outbound

This paper cites Large language models for generative information extraction: A survey.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Large language models for generative information extraction: A survey

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.584357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef386735-cb16-414a-9306-7b121d41d857 · outbound

This paper cites RECOMP: Improving retrieval-augmented LMs with con- text compression and selective augmentation.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization RECOMP: Improving retrieval-augmented LMs with con- text compression and selective augmentation

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.568096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0832a35e-eece-4803-b931-2251f5ef98d8 · outbound

This paper cites LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.591936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a79735a-77f7-49a6-9ef7-68c09f2c17a0 · outbound

This paper cites Qwen2.5 Technical Report.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Qwen2.5 Technical Report

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.600241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccc194f9-4edd-4fe2-9940-e9dd6ed15fcb · outbound

This paper cites Mindllm: Lightweight large language model pre-training, evaluation and domain application.AI Open, 5: 1–26, 2024.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Mindllm: Lightweight large language model pre-training, evaluation and domain application.AI Open, 5: 1–26, 2024

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.556789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 35f54b63-142f-4928-b67a-47f4b80787f3 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.608200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5384a0cb-441d-4438-94b5-26ccc5be58c8 · outbound

This paper cites Longcite: Enabling LLMs to generate fine-grained citations in long-context QA,.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Longcite: Enabling LLMs to generate fine-grained citations in long-context QA,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.546000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44de6843-0d4c-4884-b833-33b6f39c6000 · outbound

This paper cites LongReward: Improving Long-context Large Language Models with AI Feedback.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongReward: Improving Long-context Large Language Models with AI Feedback

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.620099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75363c18-7a12-48e7-97fc-8323d8c71b60 · outbound

This paper cites Extending Llama-3's Context Ten-Fold Overnight.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Extending Llama-3's Context Ten-Fold Overnight

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.625023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f5ddc1-134a-4958-8589-54d81ba8e1a5 · outbound

This paper cites IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.629057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b168475-3b2c-4c08-9593-503be193790f · outbound

This paper cites LONGA- GENT: Achieving question answering for 128k-token-long documents through multi-agent collaboration.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LONGA- GENT: Achieving question answering for 128k-token-long documents through multi-agent collaboration

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.633192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b2e85e-9240-4041-a61b-dc25b16a9a96 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:06:22.534771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 817db5e0-9104-480d-8ff4-f2ed4f5e0d81 · outbound

This paper cites LlamaFactory: Unified effi- cient fine-tuning of 100+ language models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LlamaFactory: Unified effi- cient fine-tuning of 100+ language models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.641958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 568bcd0e-55f2-4f65-9c02-a17f075660b8 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Instruction-Following Evaluation for Large Language Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.646243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf6342b9-9d05-45ab-901d-b49bee060473 · outbound

This paper cites PoSE: Efficient con- text window extension of LLMs via positional skip-wise training.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization PoSE: Efficient con- text window extension of LLMs via positional skip-wise training

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.523288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 08d217a7-7671-4793-ac30-d7708bc2385b · outbound

This paper cites Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.653955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f678ab7-fc80-4070-93ff-4800f562e6a4 · outbound

This paper cites SLiC-HF: Sequence Likelihood Calibration with Human Feedback.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization SLiC-HF: Sequence Likelihood Calibration with Human Feedback

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.637749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4150fec0-92d4-4e75-aa66-4825d206d802 · outbound

This paper cites Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.668121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38dae01b-6055-48ce-8958-1fe75512ae93 · outbound

This paper cites Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.658781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23949f5e-f084-4d8b-a964-69886c64b526 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:06:22.512210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b188141b-00ba-4189-99af-e8a3fb7bd7e4 · outbound

This paper cites The Collegian.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization The Collegian

Reference 94

Resolution: malformed identifier; raw_fallback, observed 2026-08-15T21:06:22.019293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2b25102c-228a-481c-b64a-cecaef3a30c6 · outbound

This paper cites In addition, we further examine the theoretical validity of the first motivation from adata-sampling perspective.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization In addition, we further examine the theoretical validity of the first motivation from adata-sampling perspective

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:06:22.499465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ee0517ce-950d-4a4b-8084-6f15a5b410b5 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.304223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64d86e4e-55c4-40f4-946d-c82fdcce0c1d · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.514589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c472a3-c4d3-4cdb-b69e-181134c4aa87 · outbound

This paper cites an unresolved cited work.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.497385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a3064a-7101-46e7-a0c4-d54932ef993f · outbound

This paper cites LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic Data

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-15T21:06:21.595959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers