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Paper Citation Record · LEDGER

Open-Set Living Need Prediction with Large Language Models

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2506.02713.

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

pith.paper-citation-record.v1
2506.02713 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:31.834929Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

  • verified exact4
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1f3b914-0ae0-4b17-ab9c-da32460ac994 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:43.374103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.148135Z digest=sha256:c9b1e57b54171271ed94de645dccb5416b48dca51bba26d4d92a023b30ee7953

Observation 87f33e11-7e4a-445a-98d2-f119bda46ae7 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:43.094102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.235315Z digest=sha256:0ec882980c0f730366c64c7d43a92361eb40b9e78056cff40c50291b1038fbd2

Observation f8ff8ec4-72fd-495b-a90d-21bf33ff5065 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.803788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.347134Z digest=sha256:0245f007850b92b57b9e795eeb2cc22f6e9a233fcd65c3aeaa709c6c1e29a72d

Observation 18925383-01ea-4255-944f-7c9948c77128 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:25.395395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:25.395395Z digest=sha256:29c3f1086b14896677e8a35a8fc83cc6f504306c3db231099ca59b84731da389

Observation 49e0babd-79f8-41af-aebd-8e3eaf7d2e32 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.499768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.480335Z digest=sha256:9ab2393e1ad5b2e0e1143cde587b53141af1124429d83347b69529b4a888fb70

Observation 1b7c1a9f-e5ed-4f78-aa76-48d752e47449 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:42.162617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.558887Z digest=sha256:1391ab429981a7e1628556ae319ecc134cec87ecaab141c62005341d385eda3f

Observation c6825903-ddfa-42aa-ba7c-f8ea798d22ea · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.827316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.695244Z digest=sha256:ff38684240630b0bdca6acebb331d504ff01d53ec8b6ae7de38157844ec848bc

Observation 63e634cc-3f6d-401b-8b6a-7b9c6048a956 · outbound

This paper cites A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.

Open-Set Living Need Prediction with Large Language Models A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:25.790183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:25.790183Z digest=sha256:30d7bc451d2e875d0c97f578cc15d5a212de10f4b5c87c391d11fffc790a0072

Observation 0c84bb25-ddd0-469e-82b4-7c4e5a9038d8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.451686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:25.897120Z digest=sha256:f3d6b84145fb387895a0f77448b9fbca9980ec908fe7b774f2cad55db5ad199b

Observation ca11eb92-65b2-46d0-9721-b28c55af78b8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.019958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.019958Z digest=sha256:29f203477b8e95436ebb0b75058013fb1e75a05ae408331de5b2a7c18b9d581f

Observation c47d12ca-72d5-4100-8e85-55071b2ee438 · outbound

This paper cites S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents.

Open-Set Living Need Prediction with Large Language Models S$^3$: Social-network Simulation System with Large Language Model-Empowered Agents

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.095730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.095730Z digest=sha256:e42a9a3467ed1ad734d75b9c7ae8860c7e334f4e24f841d21ac4d3a620e8d6f4

Observation 1e858b2f-87b1-4c32-b9cc-857f887e66bd · outbound

This paper cites Open-vocabulary Object Detection via Vision and Language Knowledge Distillation.

Open-Set Living Need Prediction with Large Language Models Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.179674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.179674Z digest=sha256:3fe693aacf93c1178831de1f0e03a53e77f80e0a921819da1b1298f07c924570

Observation 811f0325-553e-45e6-aff5-034ffc1c198d · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.274812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.274812Z digest=sha256:cf8b2e134eb55872bde50d96c96f3cdb180dafb70989aff0b0ee070dbad200e7

Observation e358862d-4c8e-4139-8f6c-56eaf3c6cada · outbound

This paper cites DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

Open-Set Living Need Prediction with Large Language Models DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.371005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.371005Z digest=sha256:4abc05896917e994d7f97965711c08bda76023c3d2bb5b5ca78213dd30106f5f

Observation f4afae3a-64ba-42eb-92a6-6414f75bfc3a · outbound

This paper cites HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction.

Open-Set Living Need Prediction with Large Language Models HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.475981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.475981Z digest=sha256:a7ce8278a79d52379ac8d665d08413dbbaad05b19dce7acb509183b2a20f1412

Observation df5ad584-cc7c-4d60-9cae-a40e61f26268 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.528448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.528448Z digest=sha256:c662140599f7961cc0b1a40a5fbfbcc7cdf501e9d1110f8e9f3761027862117f

Observation ae4132ae-f9cb-4679-8b77-fd78ddde52a9 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 17

Resolution
verified exact
raw_fallback, observed 2026-08-07T11:23:33.854692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:26.628228Z digest=sha256:8b1608a472d9f1cde7e9cf186ecf039a522bba41e8c33052fb037a493802ad2b

Observation 9243c5f2-a848-4ec2-9242-990167fcdc17 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.715414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.715414Z digest=sha256:3d93dacb187fb4b6a97e7da67f01af46fcba2364a911d8ff1932d44b7b97c5f3

Observation c3cd0964-61f0-437f-a4a7-f567e35d3f47 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.822859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.822859Z digest=sha256:05e85c049d81f3b2f9917706629a83aa55821cc9544d3b2fa106c20a4d385c95

Observation 1124bf62-1e60-409d-9fb3-000069a76838 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.905379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.905379Z digest=sha256:962d60c3dfcdfc984e7220471a9a8327e70935143683f7f40dbe11128596005f

Observation 165522ec-90cb-49ba-9bc6-197c0368387a · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.979317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:26.979317Z digest=sha256:64af269cb5ba928d4eb3219844c2d5803217dff3218627fc7823ead3d57a7bc5

Observation b25d7f4b-5333-4364-b63b-4a20bf9fef9b · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:41.198949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.110000Z digest=sha256:2d6fa251794f263e2babb0dd3cab5cc62e73eba81851b2736bdf8dad86c979a1

Observation ab513378-3bc6-4e61-96f6-0838a5ecb094 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.979808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.175980Z digest=sha256:8c7b655892950b1c6a318827cb0a7e37ef6dd8e090d473347a76330e1a7074c6

Observation 42415b56-dcdc-4012-afea-95fbb7abd430 · outbound

This paper cites Language-driven Semantic Segmentation.

Open-Set Living Need Prediction with Large Language Models Language-driven Semantic Segmentation

Reference 24

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unresolved
no resolver link, observed 2026-08-07T11:23:27.264941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.264941Z digest=sha256:22be410f3877e797f558a7bb426fd07ef3d7bb780b787a2ca7ffd1289f5bd03a

Observation 3783d49d-3b17-4a73-8fc1-382118759dc6 · outbound

This paper cites Truncation-Free Matching System for Display Advertising at Alibaba.

Open-Set Living Need Prediction with Large Language Models Truncation-Free Matching System for Display Advertising at Alibaba

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:33.341241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.342966Z digest=sha256:9b9917ab135c2d94279fdf3fb4bcefa7964d17ede3935aef509afe835ff56ca3

Observation b70e0df4-6bf3-42e8-93c4-8cff5557f0e2 · outbound

This paper cites EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

Open-Set Living Need Prediction with Large Language Models EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.440441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.440441Z digest=sha256:bd8e2533aca8be4d0649598d77c30b52910153ea10cdca70ff2f3d89948704f1

Observation 1178817f-b8ba-424a-837d-a7dc06faefc2 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.760112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.530073Z digest=sha256:1ebcc931f67d6297b62eb27ea70bf568b30b8746bff34c542fee2a9d29312444

Observation 6669c81c-b127-43df-b612-2d705462591c · outbound

This paper cites DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction.

Open-Set Living Need Prediction with Large Language Models DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:32.891903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.626494Z digest=sha256:524f962c0da18129e4afed7d6480ad0b3f4b89221ed55e70789803fb9d96c2d4

Observation b4aff891-154e-40e5-8139-1bcae9991adb · outbound

This paper cites A Survey of Graph Meets Large Language Model: Progress and Future Directions.

Open-Set Living Need Prediction with Large Language Models A Survey of Graph Meets Large Language Model: Progress and Future Directions

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.694982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.694982Z digest=sha256:70a72e3df7a7351e1f3535759635cd875aa0e59bd39c84ad774ca73c22ca3641

Observation cacdbdfb-f7b6-4f19-8b6a-d1ca65fcce73 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:27.791697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:27.791697Z digest=sha256:dd58abbb1afa28ed701c745c1d21602637e5911b4d5279215e6264285916f15d

Observation 7861622a-1228-4d6b-82e2-3baa41cb900a · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.539019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:27.983882Z digest=sha256:ad7bd04db0e80b4fe55b172c9ba0baabc6e4e66920dd54c0b711c35d17717301

Observation 72681ca7-f1bf-4f3f-92a4-920f640cbfef · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.335083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.121168Z digest=sha256:23913dd9186d8b81fe176e702c55d69f1bae8725d7d14f421c6b8234061054c1

Observation 01e7c31d-4748-4a01-828b-da2dccc4bd97 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:40.132086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.198100Z digest=sha256:70d486c5b669b74e5b0cd1bcfe3367b104b68fd703403f3edfed8e5afd9f699b

Observation 051b37af-10f7-4c72-976c-701d823f37d8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.872621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.327989Z digest=sha256:9c3791ad663f67ccfe21fd643c51cea257012fa48001ae7cf7336487bd52796e

Observation 23e893d5-70bd-4ed4-aa82-9a0033d7a87d · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.524544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.440597Z digest=sha256:d2bb1fc0a5b49da571dbede36d0f4ffa9f2c88f4189d143d8e1fc384656dfc74

Observation c7621959-f05e-4e23-9692-eb2808bdd0ce · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:39.265862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.560392Z digest=sha256:33e1764a1d2e85ceb26be6622874d939574d931fff0da379aa4404391c5dc9b6

Observation 20bb8ce1-ae13-4e64-bf85-d27a719cde09 · outbound

This paper cites LLMRec: Benchmarking Large Language Models on Recommendation Task.

Open-Set Living Need Prediction with Large Language Models LLMRec: Benchmarking Large Language Models on Recommendation Task

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:28.632963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:28.632963Z digest=sha256:86a1d6a2da4285903688b31eba3c51ee3a50a39d460e7ba610a0c7f72041f0c7

Observation 8c457db1-aa37-43a5-8846-ae62e8eeb765 · outbound

This paper cites In-context Learning with Retrieved Demonstrations for Language Models: A Survey.

Open-Set Living Need Prediction with Large Language Models In-context Learning with Retrieved Demonstrations for Language Models: A Survey

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:28.758455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:28.758455Z digest=sha256:2b76a905002a36037991b7221c78f6b35fe23dc3a3af5ed69171fbb888f22941

Observation 015be339-527b-4ea8-b6bb-ae18a8b05f22 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.921094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.836637Z digest=sha256:f9bb213bd83911fcc6285f74155b0227386e1f188319f3a77cafe57ee11293ad

Observation f25ff3c3-0f9f-439d-bd76-2105443e9d71 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.607115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:28.976809Z digest=sha256:9ee5f627c30af5a8b46fac8772d01c049b56c1e693cc0a04afa70ca9fbc4b90e

Observation 78f86dd0-0d8d-4fc2-bb5b-bf5a80a98a82 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:38.313178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.050885Z digest=sha256:e15d61758d2c9305e4efc3a71a33c8e6cd2a77cc6e75e9ef584f308e9f4ab54e

Observation f1049e98-2822-4087-b115-6cb9711648e8 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:29.193551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:29.193551Z digest=sha256:8d7e6be9d3b3fca475b1731920ac5723070fc5d94039366eeb92735ffba7be7a

Observation b6fb5cf1-205a-4554-a847-09c824c22c63 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.950271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.329174Z digest=sha256:923cbf09343292cd832d77475aa9708fa802852f7438df38e0bbf000c16d3ef3

Observation 05d69338-093a-4f68-bced-8f4a836ad219 · outbound

This paper cites AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society.

Open-Set Living Need Prediction with Large Language Models AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:29.481385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:29.481385Z digest=sha256:b76dbc916a468662117c341b21edced2230f3744233b66cefe22c0ffbf897e1a

Observation 72410861-c9f1-4b2f-a282-1e1011204807 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.701000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.639044Z digest=sha256:968e075ea30c803c11887ce815fb99e73b39567bc8a9c0877ae012c3e4b3fc79

Observation f39c0cfa-5ed7-4577-a27a-b10e9e9b51d6 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.312584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.772492Z digest=sha256:20ffe66da11077dfc3c9103a36d4e86b23ce1711be1689c0cfca0bc120ed09ba

Observation 13fb15d9-3420-4235-962f-eee55bf8aa64 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:37.053102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.901984Z digest=sha256:9e051190e3b85fa94f2ce1417eda3c58804faca4beec692d8d7ef2ed787fb07d

Observation 5ebdafba-162d-4b94-8e53-c494e4f39d10 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.687018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:29.991038Z digest=sha256:abc7f556a2a62d03b85d2232c482c08ffadc899ed16bad13fb5ae5158efddfc1

Observation 993919fd-4827-4c1d-aff6-2a2d9e463ad7 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.449499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.123216Z digest=sha256:3657b57ca8e9b138d161bbf89f6bbe39c9b243c51185a708f807639898ccf2f0

Observation b7c20724-167c-4306-9b94-56ea096c3542 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:36.171261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.273330Z digest=sha256:6aee3f5a68f5f8ba54b227e5f81b3bf4faa04fa2dd0aebfc65369aba57e79617

Observation c83718ee-40bd-4e7e-87c6-51f4e00bff40 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.845055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.442832Z digest=sha256:44777f0ae462c6247420ee148b4d95d73781a1ceb1338fbf680777a9b576abab

Observation 31ea5b21-4e86-45c1-bb54-81493bbc68ba · outbound

This paper cites A Survey on Human-Centric LLMs.

Open-Set Living Need Prediction with Large Language Models A Survey on Human-Centric LLMs

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:30.590967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:30.590967Z digest=sha256:f526b14be5af391114d2431afbed0efa5246a87cd069e5c6082c760bfac0f72f

Observation 3214af3f-d20b-4f96-afb8-2532c1f89a78 · outbound

This paper cites The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation.

Open-Set Living Need Prediction with Large Language Models The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:23:32.274599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.727751Z digest=sha256:aee2c415d298b112cb569b7cbbdb6497387078db0637b7975cad7996c80ff2a3

Observation d04389e7-d56a-476f-9a49-9c6a56850572 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.449905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:30.951270Z digest=sha256:918bff4ca88a33c52d1e8d7e9005bd3215a19e377c67d9e4e3dd488d2ccd438a

Observation 8e7e617a-a13d-4bbe-b17e-4d43d044bf37 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.135307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.135307Z digest=sha256:d1690783b6933a1575c5fea1c7da1f52bf76033d1dec2325bde68a6765a261b9

Observation 56548b2b-2489-4ce9-92ad-3d27df3e19b6 · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

Open-Set Living Need Prediction with Large Language Models C-Pack: Packed Resources For General Chinese Embeddings

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.209037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.209037Z digest=sha256:5e46255a433657fb4f70c93f9f09af772b6d2116cc4d910c5b09b6c03eb38db9

Observation 594fda5b-b068-457a-ab2d-25e9db60138d · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

Open-Set Living Need Prediction with Large Language Models Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.277839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.277839Z digest=sha256:38d007a9e279a35243a7b2e7402575b37c2a9237b8727672d020260b077c1100

Observation db36b37f-7357-44fb-afdb-cd1ed9eaa491 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:35.236681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.389332Z digest=sha256:9d027c8a379e7ea0f63baa21f46b6bce63a50c18af6f1d05d6957c89988fa311

Observation 28a66bff-2621-4418-bf39-70879a6caa3b · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

Open-Set Living Need Prediction with Large Language Models Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.488533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.488533Z digest=sha256:27745db3e59fb2e86530362233a272c2dc87697f98b0b05652a0e5a53d075b4a

Observation b2e7b2d9-ab9c-4c26-bad6-22055e329a3e · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:34.936519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.552946Z digest=sha256:40d056bb3f2e0796b970690c0505eb871a06dc8cd287bd60f5fe59ff2bfeb71a

Observation 4589df37-c067-4af5-93dd-bd3449cdca05 · outbound

This paper cites an unresolved cited work.

Open-Set Living Need Prediction with Large Language Models Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:23:34.604435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T11:23:31.630421Z digest=sha256:9342a76423d093c64c57d0dd24ba4c2ba0a28922dc1f02f5c7ffe45b8e514015

Observation d979d87a-673f-4f2a-97bc-411ca4d08763 · outbound

This paper cites URL: " 'urlintro :=.

Open-Set Living Need Prediction with Large Language Models URL: " 'urlintro :=

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.733699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.733699Z digest=sha256:0476b10406d2a2f06233f35a5f6206f2c92019e87bad6a0c0f5d653d9cecae86

Observation 30374d15-e740-40cf-8645-5abd9a3d4b65 · outbound

This paper cites write newline.

Open-Set Living Need Prediction with Large Language Models write newline

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:31.834929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:23:31.834929Z digest=sha256:10ebc8fbe1b27c0b27c5be3f274f8df063270a828f48251e6cb127075155349c

Pith citing papers

No inbound Pith citation observations are available.