Paper Citation Record · LEDGER

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

As of 21 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 9 inbound Pith citation observations for arXiv:2506.13356.

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

pith.paper-citation-record.v1
2506.13356 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:08:12.087697Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:36:05.751022Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-21T02:29:25.233098Z

Reference resolution

49 of 49 outbound references displayed

verified exact3
verified fuzzy30
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 69f57222-94a4-4327-b27b-0aed18bfc6a9 · outbound

This paper cites L-eval: Instituting standardized evaluation for long context language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns L-eval: Instituting standardized evaluation for long context language models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.769044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ed84ab1-713b-4448-b30b-14f2e79ef3aa · outbound

This paper cites Claude 3.5 sonnet model card addendum, 2024.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Claude 3.5 sonnet model card addendum, 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.756334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1abb18d2-cf36-4687-989d-71b09d92895e · outbound

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

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Longbench: A bilingual, multitask benchmark for long context understanding

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.744342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e4301444-94b0-4798-8966-9f82e87aea12 · outbound

This paper cites Opportunities and challenges for ai-based analysis of rwd in pharmaceutical r&d: A practical perspective.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Opportunities and challenges for ai-based analysis of rwd in pharmaceutical r&d: A practical perspective

Reference 4

Resolution: verified exact; doi, observed 2026-08-15T20:08:12.255655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 52f1139f-f545-4249-be2d-6553fd5ce5d3 · outbound

This paper cites Longformer: The Long-Document Transformer.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Longformer: The Long-Document Transformer

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.932113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c3555e-fdfc-4410-b5b2-7320115c2b16 · outbound

This paper cites Doubao-1.5-pro, 2025.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Doubao-1.5-pro, 2025

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.732354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 76bb980a-89b2-4566-ace6-fe53e7a76961 · outbound

This paper cites Beyond prompts: Dynamic conversational benchmarking of large language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Beyond prompts: Dynamic conversational benchmarking of large language models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.720802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 75025580-5c20-40bd-a85a-598cf664da1f · outbound

This paper cites A survey on evaluation of large language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns A survey on evaluation of large language models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.942410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30825cda-7ffa-477b-9936-6531273d6041 · outbound

This paper cites HSR-Enhanced Sparse Attention Acceleration.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns HSR-Enhanced Sparse Attention Acceleration

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.945104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8f64c8d-fabf-4ddc-8e22-cc4ad1adbe3c · outbound

This paper cites Llf-bench: Benchmark for interactive learning from language feedback.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Llf-bench: Benchmark for interactive learning from language feedback

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.702509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1d8dc7ee-df25-400d-871d-6d960ceaa94b · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.951699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7030dd1-ff99-4c8f-8cc3-f9f7b72fb9a3 · outbound

This paper cites Generating long sequences with sparse transformers.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Generating long sequences with sparse transformers

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.691205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbb4c577-d707-491e-9575-d4ee2ddda1cb · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.958869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c3f5dd-f178-4685-9bb3-9d23f8578e9d · outbound

This paper cites Flashattention: Fast and memory-efficient exact attention with io-awareness.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Flashattention: Fast and memory-efficient exact attention with io-awareness

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.680009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2c98317-7572-46b2-aef7-3745b43a8fa7 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.965879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f1e6352-ea59-40ed-9f65-c7d6e524c7f0 · outbound

This paper cites Cervical cancer segmentation based on full-scale feature fusion with cascading-attention and dilated convolution.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Cervical cancer segmentation based on full-scale feature fusion with cascading-attention and dilated convolution

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.667483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 038ec467-1243-4d5d-a0f7-844cf694a475 · outbound

This paper cites BAMBOO : A comprehensive benchmark for evaluating long text modeling capacities of large language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns BAMBOO : A comprehensive benchmark for evaluating long text modeling capacities of large language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.655732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33be54da-4aa4-4852-a1f0-5f1157324d84 · outbound

This paper cites Knowledge retention: 8 main strategies to improve it, February 2024.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Knowledge retention: 8 main strategies to improve it, February 2024

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.644375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 622a8289-afee-4a07-a1d1-4f732e5a7fdf · outbound

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

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Mamba: Linear-time sequence modeling with selective state spaces

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.979699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0549d748-8eb2-48c3-8c70-8efd52c650c9 · outbound

This paper cites MAPLE: A Mobile Agent with Persistent Finite State Machines for Structured Task Reasoning.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns MAPLE: A Mobile Agent with Persistent Finite State Machines for Structured Task Reasoning

Reference 20

Resolution: verified exact; doi, observed 2026-08-15T20:08:12.233969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f645c181-9bad-4323-9966-509ca3f0f567 · outbound

This paper cites Hipporag: Neurobiologically inspired long-term memory for large language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Hipporag: Neurobiologically inspired long-term memory for large language models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.626692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4811842e-b86c-4b43-ab18-0619868e0c43 · outbound

This paper cites Layer-adaptive low-rank adaptation of large asr model for low-resource multilingual scenarios.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Layer-adaptive low-rank adaptation of large asr model for low-resource multilingual scenarios

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.615869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 517d0326-d456-4670-902e-84f9fccaddff · outbound

This paper cites Synthetic Data in AI: Challenges, Applications, and Ethical Implications.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Synthetic Data in AI: Challenges, Applications, and Ethical Implications

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:11.993263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6804b3-1f29-4533-9e90-c7150b8a4141 · outbound

This paper cites Ruler: What's the real context size of your long-context language models? CoRR, 2024.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Ruler: What's the real context size of your long-context language models? CoRR, 2024

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.604910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53b4a1ad-deb7-4bdb-9acd-c98d0990871b · outbound

This paper cites Needle in a haystack - pressure testing llms, 2023.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Needle in a haystack - pressure testing llms, 2023

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.000185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c40333-58d1-4706-a49c-a65dd8ae1b6e · outbound

This paper cites Reformer: The efficient transformer.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Reformer: The efficient transformer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.003410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f79d0d3-3e9a-48ed-b760-31b958a054c8 · outbound

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

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Babilong: Testing the limits of llms with long context reasoning-in-a-haystack

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.580116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6d22d922-771d-4387-a45c-df86270cba5c · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Efficient memory management for large language model serving with pagedattention

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.010674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880da2a9-324a-4cd8-9e0a-d6ce8c8139e8 · outbound

This paper cites A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.013881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a33f96fb-ac34-4107-8291-a5f15609a4fb · outbound

This paper cites Loogle: Can long-context language models understand long contexts? arXiv e-prints, pages arXiv--2311, 2023.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Loogle: Can long-context language models understand long contexts? arXiv e-prints, pages arXiv--2311, 2023

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.561384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3867c032-6a6e-4bd8-82b1-7d5e96f31564 · outbound

This paper cites Ringattention with blockwise transformers for near-infinite context.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Ringattention with blockwise transformers for near-infinite context

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.551788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 942a7a22-6870-4fd7-8cb8-6a825ee71d37 · outbound

This paper cites Best Practices and Lessons Learned on Synthetic Data.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Best Practices and Lessons Learned on Synthetic Data

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.025044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa3a05e5-cda4-461e-9e73-4deb49414c07 · outbound

This paper cites Agentbench: Evaluating llms as agents.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Agentbench: Evaluating llms as agents

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.541685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e87b24f4-fa0f-449a-aec4-298bc9af453a · outbound

This paper cites Hello gpt-4o, 2024.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Hello gpt-4o, 2024

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.033418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df2a3246-c07b-4e3d-925f-43b818c3d8ab · outbound

This paper cites Memgpt: Towards llms as operating systems.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Memgpt: Towards llms as operating systems

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.524801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08278005-64cb-42c2-88bc-c5ecf46618e7 · outbound

This paper cites Faster causal attention over large sequences through sparse flash attention.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Faster causal attention over large sequences through sparse flash attention

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.514056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce6c93a0-232e-4884-a3ae-0ee440bd6132 · outbound

This paper cites Rwkv: Reinventing rnns for the transformer era.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Rwkv: Reinventing rnns for the transformer era

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.503812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f795acf-3c7c-48f9-a558-e40fa83addef · outbound

This paper cites Do transformers need deep long-range memory? In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 7524--7529.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Do transformers need deep long-range memory? In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 7524--7529

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.396431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ce696ee4-53fe-4da3-82a4-6c0ad90444a4 · outbound

This paper cites Zeroscrolls: A zero-shot benchmark for long text understanding.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Zeroscrolls: A zero-shot benchmark for long text understanding

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.385792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3f7e7546-8de6-4ca4-8df8-851fdb57839f · outbound

This paper cites Cognitive Memory in Large Language Models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Cognitive Memory in Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.055184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba3fd16b-0a37-4b3e-a28b-d8457f571f12 · outbound

This paper cites Chapterbreak: A challenge dataset for long-range language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Chapterbreak: A challenge dataset for long-range language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.374814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1235262d-f1f6-4c76-a6ec-553d096a8e14 · outbound

This paper cites From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:08:12.062760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8988212-e8e1-433f-80ae-323fbf6efeb9 · outbound

This paper cites Data and System Perspectives of Sustainable Artificial Intelligence.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Data and System Perspectives of Sustainable Artificial Intelligence

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:08:12.123172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 198e470d-761b-4afa-b4b1-1a2c2b384e8e · outbound

This paper cites Long time no see! open-domain conversation with long-term persona memory.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Long time no see! open-domain conversation with long-term persona memory

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.364239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a92f438-4eb9-4409-9cf8-14a5e02d4c28 · outbound

This paper cites Memoryscope, 09 2024.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Memoryscope, 09 2024

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.352260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8e3d5258-fa73-4fea-a4b5-b8d4143315d5 · outbound

This paper cites A survey on multi-turn interaction capabilities of large language models.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns A survey on multi-turn interaction capabilities of large language models

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.342056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efe79906-4df8-4582-8fc7-89ca9fefdd50 · outbound

This paper cites bench: Extending long context evaluation beyond 100k tokens.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns bench: Extending long context evaluation beyond 100k tokens

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.329481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7b4c4dbd-2ba5-4df7-81b8-e95e555afd8c · outbound

This paper cites Memorybank: Enhancing large language models with long-term memory.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Memorybank: Enhancing large language models with long-term memory

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.319299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e16ef2a4-d38e-4a14-a8d8-322a289bf299 · outbound

This paper cites Webarena: A realistic web environment for building autonomous agents.

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns Webarena: A realistic web environment for building autonomous agents

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:08:12.308084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation fc514041-df33-48a7-8dc8-e135856eddf9 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:20:22.260588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99af9aae-2f5e-47a5-a31e-b252d9768f55 · inbound

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions cites this paper.

Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T19:36:05.751022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f28ed759-8378-4802-89c6-4dda3ee488f0 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:23:15.770267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f37cf52-1f65-4a4c-b070-763b30f745ef · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 133

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:13:16.118967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1c0d3c9-3af2-4d47-92cc-23664cac1401 · inbound

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models cites this paper.

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T11:01:43.577854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7448e09e-0062-44f7-86b9-ba38d68b59c2 · inbound

Toward Efficient Agents: Memory, Tool learning, and Planning cites this paper.

Toward Efficient Agents: Memory, Tool learning, and Planning StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 122

Resolution: unresolved; no resolver link, observed 2026-08-03T09:21:42.468772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb03873c-da9d-4f31-93b8-ae173f8e4696 · inbound

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms cites this paper.

From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:40:58.950764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 532bf676-1e9a-4949-b3dd-e4ac8cf8a4b3 · inbound

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding cites this paper.

EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:06:24.465188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation daa066a6-8d23-49d6-95ea-e2a59ac9b31d · inbound

MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts cites this paper.

MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:29:25.236761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.