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Paper Citation Record · LEDGER

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information

As of 20 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 3 inbound Pith citation observations for arXiv:2508.13250.

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

pith.paper-citation-record.v1
2508.13250 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:23:30.045864Z

measured 82 of 82 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T09:16:55.773151Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T14:51:08.317513Z

Reference resolution

79 of 79 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved58
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66507f90-0297-484f-b116-413ded75d6ae · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.906740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.906740Z digest=sha256:0a356501ca77ea338617b0568d1178d98277ee88fc2fa0b844da6d0da4e292ba

Observation 9a853aae-11bf-48ec-9e0f-84f4c08cbdfa · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-15T17:23:27.921357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.921357Z digest=sha256:8e35b50ee325639b0d87a5bde847682bcd08ff4a3b56e0aa2b00e1dc517668fc

Observation cd878406-4d10-47a5-bd98-93af71f258cf · outbound

This paper cites HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.926129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.926129Z digest=sha256:4489d7b80a32fc87ef1bdb228d3ae5b793dff9e5b08d7d978f2e5a50c5f60ebf

Observation f4b54a63-001b-4666-afa4-ca3b45f644e4 · outbound

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

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.931591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.931591Z digest=sha256:8a8a2167bfdc97eb0f7e1ce6e455cafdb196ee28d43af7afc06ba721d8a8ac3c

Observation 5426c662-c1ce-4790-8d19-1f006b23bb59 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.936283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.936283Z digest=sha256:42bb7d40469a63bb10bb3c0bbd5dabcc00ec6c1bcf3ba55124d54a019dd5e80d

Observation 62cce401-1407-456b-93be-15230b531020 · outbound

This paper cites A Survey on In-context Learning.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information A Survey on In-context Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.941486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.941486Z digest=sha256:b888d395a65522a479239c6b9a0c88598b4fc9b6be2f9f90ec93614fb8f52723

Observation 2848ba78-f23b-48b3-8623-1acc8539d266 · outbound

This paper cites PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Synthesis in Question Answering

Reference 7

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no resolver link, observed 2026-08-15T17:23:27.947638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.947638Z digest=sha256:81aacddeac1aeba273adebaaf2961de2d30b04cb8c6960db06570176edc8b75f

Observation 3130bccf-bb90-4f02-9458-793773b20801 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-15T17:23:27.953159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.953159Z digest=sha256:28ef3020f2aeff53dd8eaa448e3e43db638f266e1883d12792f8640ba232f71b

Observation c0ffe230-650b-443e-898f-46ee82e73dc2 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 9

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unresolved
no resolver link, observed 2026-08-15T17:23:27.956944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.956944Z digest=sha256:94391d4b59ed0c5759fb9b1f7eed515a332a3eeb51a3ab9f4f4e3dea32c16c88

Observation 8a2b7885-43c1-4ae6-8006-a6aaf04d1a96 · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 10

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no resolver link, observed 2026-08-15T17:23:27.961276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.961276Z digest=sha256:28f464807dbd8a7c4f981fc5222517cef4519bbda08115790cd3aa636d7d784c

Observation ceacda7e-8e3d-44e2-bbb4-a9291d1a327d · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-15T17:23:27.965991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.965991Z digest=sha256:7745ce5ea688c4c3587e4bec60fcb3bbfc3b8df718849bcb2f36799227ac77a3

Observation 443fe478-9b2a-4ad8-b879-00772638c6b6 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Understanding the planning of LLM agents: A survey

Reference 12

Resolution
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no resolver link, observed 2026-08-15T17:23:27.971196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.971196Z digest=sha256:53c4bfea7c4d6d079a87d46cee8bf4b1cc8c4e88c71525481cb21c1c4f5683c3

Observation e391aca9-49c5-4b3e-8072-34196be00c9d · outbound

This paper cites LongLaMP: A Benchmark for Personalized Long-form Text Generation.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information LongLaMP: A Benchmark for Personalized Long-form Text Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:27.976691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.976691Z digest=sha256:afe70cb9205c6f6182f000e7351f29dc052c241b2aee90b5560dee196e44ebd1

Observation 65bc37a2-94d0-4dbd-8487-627ea57a98ec · outbound

This paper cites Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security

Reference 14

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unresolved
no resolver link, observed 2026-08-15T17:23:27.981848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:27.981848Z digest=sha256:5a38cba0d148d51239e79829a78f6c70fea4f7ee1be8b66c82be2ff5b5aef691

Observation 7536c1e0-df01-4a46-9d82-af179394f522 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-15T17:23:28.070226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.070226Z digest=sha256:b24a29493395d0d019fcdeefe9a063da22b2a4f973bf61d04809ba6e11edf083

Observation 4eb3da22-d1c0-4567-a110-e20126c97b30 · outbound

This paper cites BM25S: Orders of magnitude faster lexical search via eager sparse scoring.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information BM25S: Orders of magnitude faster lexical search via eager sparse scoring

Reference 16

Resolution
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no resolver link, observed 2026-08-15T17:23:28.130205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.130205Z digest=sha256:bb81d0e968ef87e07f484b3f6395512537de773027cdc5092d122e00889ebb47

Observation 4d19baf2-0a79-4260-9cb9-8478b65663f0 · outbound

This paper cites Fast Model Editing at Scale.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Fast Model Editing at Scale

Reference 17

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no resolver link, observed 2026-08-15T17:23:28.161096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.161096Z digest=sha256:3306c6f52ce424c16f0a1d39c2590294ad0b6f7e082c1f71ffdd202a09084011

Observation 18ef2974-2e16-4830-8b24-a36fd2533810 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:32.223476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.167195Z digest=sha256:2ff989b284a842bb992a807d41d511152d9aff2ea30511ea706484519074af86

Observation 6de9f296-5dbb-4e2c-a2b5-dd78234c75f7 · outbound

This paper cites Graph Retrieval-Augmented Generation: A Survey.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Graph Retrieval-Augmented Generation: A Survey

Reference 19

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no resolver link, observed 2026-08-15T17:23:28.173158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.173158Z digest=sha256:c1d2c00b72da81462a9e0f51aa408044ff327eeef223f3db1d71857f9c2868c5

Observation d5a1f150-f88a-4e1c-850c-9ffff16d9205 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 20

Resolution
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no resolver link, observed 2026-08-15T17:23:28.178277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.178277Z digest=sha256:dfae4e9332c9ddd1f83b7039cb1afcd9b9d1fbbe6cea2aed8df77024ca44d5c6

Observation 7d2d7296-1cca-49fe-b075-95ff31cf6a2b · outbound

This paper cites From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs

Reference 21

Resolution
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no resolver link, observed 2026-08-15T17:23:28.183154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.183154Z digest=sha256:2307dc54f689f04e628de0807a45ecdda96930014c4fcf11e09972882c38f06a

Observation 308dcb73-b2de-4235-b111-9cff55f4c74a · outbound

This paper cites LaMP: When Large Language Models Meet Personalization.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information LaMP: When Large Language Models Meet Personalization

Reference 22

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no resolver link, observed 2026-08-15T17:23:28.188640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.188640Z digest=sha256:6a99b38e50da92b4a5549a50a750e0d86d5e9951664b81553f98e97fa2f4ad08

Observation 5a6037c1-3395-4d29-8f58-de1385ba335e · outbound

This paper cites MoreHopQA: More Than Multi-hop Reasoning.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information MoreHopQA: More Than Multi-hop Reasoning

Reference 23

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no resolver link, observed 2026-08-15T17:23:28.193826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.193826Z digest=sha256:8507ddddc73e117bb078f02dbbe978b46444e0cd745559ae22b4580619917976

Observation 5f8c7976-0718-4061-816a-8c5b6569d3b0 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-15T17:23:28.198772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.198772Z digest=sha256:4bfa779c2ab2f926ead4de2ea59b1f91cd8292fe7451c975b5e02675972bab12

Observation 53de5f51-b4f4-4235-aab7-00c033c21355 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-15T17:23:28.208236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.208236Z digest=sha256:4df045841fbe06129206a5338553eb4b8f679dac97a49e98e557bb2013006f56

Observation a8d55082-9b1d-42fa-8c67-da1157abaeee · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-15T17:23:28.213211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.213211Z digest=sha256:fef05df9b3f2d183728c5e3b44f6fd12af486a17872eb196990c77d1c1411ae3

Observation e2af8c92-0d71-40a4-9cab-3c5197ec0213 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-15T17:23:28.222502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.222502Z digest=sha256:1aee110735aa4768e61b8966c1d5251709ef9359d49b20d5f6393e68399909b1

Observation 8bc36732-ad18-4420-9368-a1c865833035 · outbound

This paper cites MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

Reference 28

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no resolver link, observed 2026-08-15T17:23:28.217720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.217720Z digest=sha256:a74ee3ac98ed60979cea1361abb79331f52c547921ef73fcbd6e1e397e258a5d

Observation 066da674-18cc-4f8b-b875-114ea4a9918a · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-15T17:23:28.315153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.315153Z digest=sha256:96e120c7b3d9c56f64ece7f024a5727e439f052704748ee6451417d3e1060a02

Observation 1363eea8-f367-4c62-9964-e0c722ed6019 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-15T17:23:28.416969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.416969Z digest=sha256:9277868772d7cab70dbea31b4236a4da86d407474eef59b219c671c58b8fe127

Observation de64fa59-429c-4dbf-aed5-d34e00d1b70c · outbound

This paper cites MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Reference 31

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no resolver link, observed 2026-08-15T17:23:28.252428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.252428Z digest=sha256:06376d6a59de3c87ef9b020bd8241c90d170977ab8b7a9efd90c78beff40b2d6

Observation a6fa9555-37ef-473e-88f5-930eeeb13eb4 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 32

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no resolver link, observed 2026-08-15T17:23:28.425813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.425813Z digest=sha256:211dbdf5d1318bc9432540ef47d973b7bca0186e721dd8705bfd018895d1160e

Observation 10e49002-7e39-4402-97f7-ba9891b31e84 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-15T17:23:28.431614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.431614Z digest=sha256:15ec0b473c748249f1289649f8d85a42024f575db98bc0064780ece9d6fdbec8

Observation ca4559a0-a4a5-458d-aaa1-fa9ca457a9b6 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 34

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no resolver link, observed 2026-08-15T17:23:28.435898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.435898Z digest=sha256:aca3d511586f99a4a7a4129f52fc8206e7bcd81ae95f4e281b1765c48db6cefb

Observation d34a8a9b-2147-4016-ab50-35686594f9d4 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 35

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no resolver link, observed 2026-08-15T17:23:28.421500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.421500Z digest=sha256:8affa71c9c4a5cd7d5c54c14d82ab40aad757358b2be0bcce6b01f7bbcc877e4

Observation ff8b60db-0f55-468c-8da5-1e4ba7550c8b · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-15T17:23:28.444912Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.444912Z digest=sha256:96d46cc679fba9f587eb4474faafc4e780a478723556cea7279653b16291b43a

Observation 8d0659ef-4b15-4f96-8e67-0137e0376f09 · outbound

This paper cites Qwen2.5 Technical Report.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Qwen2.5 Technical Report

Reference 37

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no resolver link, observed 2026-08-15T17:23:28.449166Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.449166Z digest=sha256:3d180d1aa759e5802486e32c8380514eb3917c5457c2f97f583aef80436c04a9

Observation 168654eb-3a22-47b3-82b1-7fc9e8f554de · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.453277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.453277Z digest=sha256:cffe14d53f388f15ca8fe8b723dc822faa5b86b1eef04313c211fe844c192204

Observation c0b7cd2d-78c1-4093-8d80-94bb2de6e160 · outbound

This paper cites Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.440398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.440398Z digest=sha256:7936dac7e1e1af0bb836442fac6cba1a2fff108386886e4b2de876f4a682be17

Observation 74ddcc10-936b-4f06-9241-e306f34dcf8d · outbound

This paper cites A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.462186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.462186Z digest=sha256:8569c94df52d6bb4c9874dab793153cc4d327c3ce8bb02653d76767c051c1e76

Observation 7a344969-9b15-4446-aafb-72cc3f2b10cd · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.467195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.467195Z digest=sha256:0a7ad34af1636b06be984e372f061b3c6328279144ec863327ecea9bbb972c12

Observation 0c2eb406-be78-4652-8f56-269d61dca3d9 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.473716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.473716Z digest=sha256:0093214bff351f8ab24d7191a4e6a3de9a4007cf90435f91a85a718cd1f992ea

Observation c0f7ba97-0458-471b-ad2e-8cfeb7111bb1 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.458190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.458190Z digest=sha256:9666274288c0e5a375e04edf78398e91e3fcbc650306913f8f937909c8d566dd

Observation 5866d08b-33b6-4f20-9fd0-50b1f2805c91 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:32.021410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.622777Z digest=sha256:11c04636073f6d4a10a63460e079435d11a0fa2fd265a06f2e7ecfd168c25384

Observation 433861a7-0e9b-4b6e-9f63-fc6b8db145e8 · outbound

This paper cites A Survey of Large Language Models.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information A Survey of Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.634578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.634578Z digest=sha256:953ef88364a9711bf49ac6dab8cd8dea6bfd645986e94ee16fe342e200263372

Observation 3c4a540e-767c-485e-9c44-c5ccaadc9393 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.639067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.639067Z digest=sha256:923ff9d72978067c48d5f2944375ebd06a456b8b03d649da4613afa3fc48af43

Observation 969cf311-5d2f-49f9-a5a2-89bc0241b363 · outbound

This paper cites MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.559460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.559460Z digest=sha256:41c1a73f435d5f5f7b3121aa872ab91afaffb64287370fd0ee2241d5e5fae46f

Observation f1de2e90-4bc5-4a01-8cf5-324e5e1ff1d2 · outbound

This paper cites FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.649693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.649693Z digest=sha256:d5b8328168de60a436ebf53cf39a88b682b8d9096bc6d629895d1ac7827a4a5d

Observation 0b147387-d2c2-4576-942e-89f37cea0883 · outbound

This paper cites In Companion Proceedings of the ACM on Web Conference 2025.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information In Companion Proceedings of the ACM on Web Conference 2025

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:32.005377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.628919Z digest=sha256:26b416c8acd9da4bbe3fa8e6f494eebb5eed730947e04716e5d6e98492e0536a

Observation d5ee73c3-5a1f-4015-8b12-ba98bcbc06c3 · outbound

This paper cites MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.644294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.644294Z digest=sha256:06ea993d03325a16b6313f6223dc1eb2d6a850ccc2f449522073de4dbfeb1cb6

Observation cb583757-fd08-48c7-9b0f-b64a57443b87 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.810274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.699337Z digest=sha256:ce5c066e618909580a8546d25140a5ebce69a6708ce4f8cb0d83e84d72af4cc8

Observation 7474de7d-928f-454b-b46d-71f4197fd3ce · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.742764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.919650Z digest=sha256:9726da2b99e4b630199c8bb895b82ac562c9c4ea73ad52ac647adc04cde7a999

Observation 0fe2d8c9-a7ee-4136-b346-b4ecc29fc91e · outbound

This paper cites Explicit v.s.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Explicit v.s

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.678453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.930388Z digest=sha256:cf5ed7e04f958dde490f8f7b7bd1410fd0c4ed798b62bbe65595e40f9ad42493

Observation a9ba3949-1796-4b8c-8762-6db5d084a34f · outbound

This paper cites (Answering) The prompt of SR with explicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Answering) The prompt of SR with explicit memory

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.664282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.942729Z digest=sha256:10b0c9cb067ac66e0bb12670cddc2dc59f9a0a17b6e669c480fed01545571668

Observation 520dc648-de1d-47ff-ab3b-86fd8ff1a69e · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.620430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:28.993275Z digest=sha256:4edbdae86dcb4cda46784aea2e0ba8d4c9d0080b3f107909af0b8e087986e76d

Observation 2571235a-6bb8-455b-820b-d684fa541964 · outbound

This paper cites (Thinking) The prompt of SR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Thinking) The prompt of SR with implicit memory

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.564806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.070495Z digest=sha256:4b3c82975af557b004db602c0082337943d585ef373b14b1d390b1686d497dab

Observation a5433cb7-17d4-42e5-9655-f2d0adc2c63f · outbound

This paper cites (Answering) The prompt of SR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Answering) The prompt of SR with implicit memory

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.550523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.083634Z digest=sha256:72472200a530396f2c7355fc332ed252ccad00748c8ab907a29db386f0a52041

Observation ef34262f-4ae5-4be6-857e-77285e6a8a11 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.534737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.098584Z digest=sha256:1ed64e86b009bdd72b513afd0275d015b3870ffaa412e00f4ddfcd5ba9ea056d

Observation 88d26990-07bf-4c07-b82d-608effe1193f · outbound

This paper cites Conference’17, July 2017, Washington, DC, USA Zeyu Zhang 1, Yang Zhang2, Haoran Tan1, Rui Li 1, Xu Chen 1 (Thinking) The prompt of MR with explicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Conference’17, July 2017, Washington, DC, USA Zeyu Zhang 1, Yang Zhang2, Haoran Tan1, Rui Li 1, Xu Chen 1 (Thinking) The prompt of MR with explicit memory

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.517626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.209456Z digest=sha256:e9f18fcd75e08e460d82e387fcef4d0326ea949d1df1a7341e10099b082e9c28

Observation 62c2ce7d-aaa3-424f-9970-966b0fff8edf · outbound

This paper cites (Answering) The prompt of MR with explicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Answering) The prompt of MR with explicit memory

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.229136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.228136Z digest=sha256:f6f48578800711ccc7bc9ddf8b2dd8ffe8dd14c230d62cf2573a85ed69c11503

Observation 0725bc6b-bbc9-4cd3-925b-4e308f814151 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.212428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.241989Z digest=sha256:ce4a2d97ff5e6d07c0ec8f5ce5be6b4e52468d26d842160d1d7b79da6ea2a8e1

Observation 6cf07d2b-912b-425b-833b-9af9bdfe3c60 · outbound

This paper cites (Thinking) The prompt of MR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Thinking) The prompt of MR with implicit memory

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.196655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.254127Z digest=sha256:fc7e80041669ce09c6c07a7875c5ac8016facf69a1eb1c1c8998f4f29cb435e8

Observation e5fff960-4147-48db-af56-325625aa6767 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 83

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:31.691309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.258870Z digest=sha256:37ee2aa98b7f0aff8bc1204cc89700c47519bf232a2f54aca82dad7791c3d2bd

Observation d5d38d13-6b5f-4fa4-8a6a-ca229ca624b4 · outbound

This paper cites (Answering) The prompt of MR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Answering) The prompt of MR with implicit memory

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.118595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.265164Z digest=sha256:dc2aabe12dd74de43f73c5fcff2cf5740e10484c2dac85ee1c6231bf89b10b72

Observation fbcb6eea-8e67-4c84-8917-8a6b76576d54 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:31.023433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.393283Z digest=sha256:cb7a476671f24c28bf8dbf233d3b7e9257b8ecf6a98602f27650447372aa6ee0

Observation a98c0186-3407-488e-9449-793c656ae956 · outbound

This paper cites Explicit v.s.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Explicit v.s

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.970648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.643719Z digest=sha256:974a241737c3a705e39d3aa7d018b203bfcab176f31a3b1a8bcac0ecdb09eadf

Observation 4751d441-851a-40eb-aa27-95289c2d408b · outbound

This paper cites (Merging) The prompt of NR with explicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Merging) The prompt of NR with explicit memory

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.820034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.650717Z digest=sha256:cbf132ee0cd6827a3a0838d7888e66b12f3a547b6c32110e3346029775969a97

Observation 4226f112-06cc-4e72-89b5-20c6fb38c141 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.763291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.662991Z digest=sha256:2fe7304236502dd3a79df54983f8519b0ebfd30aec1f7a4173681fca6ee881e8

Observation 4721911b-7b12-4ecb-a6d4-6bb1a54bc80e · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:31.007052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.666455Z digest=sha256:6823d51c27b9f635d6400d8de7f658179bb4f0d2c2df145ce211aed2ae1b62d9

Observation 4a8012e6-51ec-4b58-8db3-b663e0c61b35 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:30.992087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.671651Z digest=sha256:f7da00ea8f0884b8fe3c365a6070b7cbf24853313451e7f56a833cb94e5a685b

Observation c586a2f8-0f5a-4f4e-a86f-ff48e2869e45 · outbound

This paper cites (Solving) The prompt of NR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Solving) The prompt of NR with implicit memory

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.746644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.783416Z digest=sha256:bae8eebcb004cbadc84fd61fc30af8c9a9de8ca2de557b6491ede82bfb78707e

Observation 6304e4c3-b4dc-40dd-8ed1-7d225173e1f6 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:30.951257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:29.869374Z digest=sha256:ed4811312e445507ed041d0d250fcf4ddf06168c8384313c3e5fa3f220d5b5a9

Observation 46db6e61-a304-498d-ba33-258d3e87c80f · outbound

This paper cites (Merging) The prompt of NR with implicit memory.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information (Merging) The prompt of NR with implicit memory

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.733565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 590098de-e362-43cf-8da0-e0fcb4057a4b · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 101

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:31.930570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:30.032273Z digest=sha256:f0e81330df8d36063c8e6feeee92b522582eaee579f879f92ba2abe18b47f041

Observation ea02900e-50ca-482b-929b-45222feb83f5 · outbound

This paper cites an unresolved cited work.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Unresolved cited work

Reference 102

Resolution
unresolved
raw_fallback, observed 2026-08-15T17:23:31.830507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:30.038980Z digest=sha256:9247038bb76acdc66f92762bf18e4e5afef9ad43d7a9ccf095801856717b95d3

Observation b430159d-4342-4ed2-b2e1-91fa16b989e8 · outbound

This paper cites If the numerical answer has units, please indicate them in parentheses, such as 5 (USD).

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information If the numerical answer has units, please indicate them in parentheses, such as 5 (USD)

Reference 103

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:23:30.716455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T17:23:30.045864Z digest=sha256:78b4759ba1c55fac69f7d4c123dabdd140db7d9cf36be8595bb55ee04596a07e

Observation a1b5d32b-266d-46d0-a5cf-f7a9a354a4da · outbound

This paper cites Transactions of the Association for Computational Linguistics 10 (2022), 539–554.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Transactions of the Association for Computational Linguistics 10 (2022), 539–554

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.361253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.361253Z digest=sha256:519d8436d9b2911c57f6cfa9d59a407a583d0e839612f3a8d2c51315689ab8be

Observation 77ba0ca9-96ea-4499-91d6-59ede4f2901b · outbound

This paper cites Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.227224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.227224Z digest=sha256:15112208aeb5e7315e8d7c75595d70171d50ff59b64205deb05f7e5d13f2b4ba

Observation 19d047a7-3a69-45f1-a12b-d1fd0574068a · outbound

This paper cites Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation.

Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-15T17:23:28.203198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T17:23:28.203198Z digest=sha256:36c3b0df02201b6d0d1a799989a50da231fa6b45eeaebe33989643fcf1d2a759

Pith citing papers

Observation 6b8a06fd-b33d-4b0e-9676-65812483db37 · inbound

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents cites this paper.

RGMem: Renormalization Group-inspired Memory Evolution for Language Agents Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-04T09:16:55.773151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:16:55.773151Z digest=sha256:da5c483ba91e2d5cb9ec6a4ad11f5ef1ec7fd9bbc61f8d92dbfaca84ea51e9a0

Observation b01d9da7-3f11-4641-8390-74a08a88ad71 · inbound

AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment cites this paper.

AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-15T14:51:08.319724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T14:50:23.587894Z digest=sha256:2bc2f4c1c4c20199786408e3fdc5a4259044b26d7e1dd61d9d093f137a8ddbf4

Observation 29d75917-09bc-4418-8438-efb99763832f · inbound

Medical Reasoning with Large Language Models: A Survey and MR-Bench cites this paper.

Medical Reasoning with Large Language Models: A Survey and MR-Bench Explicit v.s. Implicit Memory: Exploring Multi-hop Complex Reasoning Over Personalized Information

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-15T10:25:26.846764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T10:21:39.892271Z digest=sha256:036276dcf090b8d4858ad30429a6bb866f785987e68c8e07ce14d23bb04955d9