Paper Citation Record · LEDGER

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat

As of 10 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 1 inbound Pith citation observation for arXiv:2506.09259.

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

pith.paper-citation-record.v1
2506.09259 v1

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:56:55.432200Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:09:09.820137Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:09:14.322946Z

Reference resolution

75 of 75 outbound references displayed

verified exact6
verified fuzzy5
unresolved62
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1d6b8573-faed-4753-8743-11c76b48ef6f · outbound

This paper cites GPT-4 Technical Report.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418d261c-4689-4685-ad0e-aff039fdd177 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.783890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59a23595-9adf-4164-a509-708ea437cceb · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.129656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94eb291f-6f1f-44af-978e-8033a0c14b1b · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.768415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a54054f0-9e2c-4fd1-ae20-a6ee40ab5cdd · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.752493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 775f1697-45fe-43a1-b66d-fc59b1c907e7 · outbound

This paper cites Blei, Andrew Y.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Blei, Andrew Y

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:56:56.736933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 67c3b210-1aed-4be5-811f-d7db21e0eaea · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.721133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d7a4fa14-4cfc-4b38-9d30-ccf3c7053d64 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.690434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2154e5b1-1e8f-409d-882c-633c9ea17028 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.675394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 286ca2c2-3c7b-41fd-b6e5-d4bce6011b97 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:56:55.969787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f25e83b-93ae-4541-8dc9-3088e3c31b4f · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.168168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb69f9d2-bc89-48d0-9c41-1bc687620618 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.171921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17461ef1-f604-45b6-a316-84a83ce2039a · outbound

This paper cites Anchor-based Bilingual Word Embeddings for Low-Resource Languages.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Anchor-based Bilingual Word Embeddings for Low-Resource Languages

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:56:55.877416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8897e613-2e6a-4cad-b387-cd52552fd1d6 · outbound

This paper cites Fabes, and Tracy Spinrad.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Fabes, and Tracy Spinrad

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:56:56.648903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e3ba70f4-1c51-4731-a178-953e81cf1cb5 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.632494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f86519e0-3325-4d9f-8dd1-460d3b30196f · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.617520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9bdb0cd-bc48-4d51-accd-e4e43db38448 · outbound

This paper cites LLM Confidence Evaluation Measures in Zero-Shot CSS Classification.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat LLM Confidence Evaluation Measures in Zero-Shot CSS Classification

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.192886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 950941a8-d1ab-46c5-8b42-1dfea811dc26 · outbound

This paper cites Findlay, Alberta Girardi, and Robert J.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Findlay, Alberta Girardi, and Robert J

Reference 18

Resolution: malformed identifier; no resolver link, observed 2026-08-07T04:56:55.197671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f19053df-1f4a-4468-a4f7-283a3be8a7d3 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.602176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3744867c-1ed0-4de2-b279-4a1b15ace4fe · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.586947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 19f7dc6c-a5b6-47fa-bafa-8a92f974910e · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.570612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ef84f25-d08c-4208-8ff9-36b1fff51d1d · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.213423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f331545f-6999-4e90-98cd-e45209ca1179 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.543721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bd4775e6-41df-4ab9-97e1-c3ae7f099719 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.528534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation af5ab12a-c111-4a39-8723-3ab961dde370 · outbound

This paper cites Gentile, Craig A.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Gentile, Craig A

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T04:56:55.535822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 82a8eb4f-5196-49a0-95d2-c19c73907742 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.229929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f166c433-4eed-43d7-a417-050fce715e2f · outbound

This paper cites Hamilton.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Hamilton

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 84d848fb-6d54-4788-b0e0-12d89dd689ea · outbound

This paper cites ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.239090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0095d64-5a83-4355-ac70-50dad46dc587 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.243646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 847e155f-2ed4-4d15-ba5b-9a03d8cb1eff · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.247762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d433e66-1505-4efd-9773-bf4204093457 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-07T04:56:55.505806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e655ead0-ad3a-4070-b4ee-7187d95bdcf2 · outbound

This paper cites Parameter-Efficient Transfer Learning for NLP.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Parameter-Efficient Transfer Learning for NLP

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.257668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7ff7b04-4114-45c8-b3a4-80f929257837 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.503587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54ec4a59-3e2f-461c-bac7-175694b4be6e · outbound

This paper cites AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:56:55.769488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation de7ff887-291f-4e65-890f-f3b1e8330ebb · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.487808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 190b14d5-ef46-4e98-bfe1-19484ecd2981 · outbound

This paper cites Hutto and Eric Gilbert.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Hutto and Eric Gilbert

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.274768Z

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Unavailable: canonical work link unavailable.

Observation d09b51be-d070-4473-abf5-75b8ff604be2 · outbound

This paper cites Mistral 7B.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Mistral 7B

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d11cc76-9e91-4c86-ab85-76d6316def4f · outbound

This paper cites Low-resource.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Low-resource

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:56:56.471911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d23f1bf-a7f2-4765-80fc-ebcc228ef2d8 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.455634Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 764bcb03-77cf-4299-8928-213d72163df5 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c140db5e-f000-4f33-9bc6-8e4f52fe985a · outbound

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.428887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3ad20260-95dc-4992-8cbe-15e6d763dff0 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.413172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6917c2f7-c88e-4db3-8e41-8586ff3626ce · outbound

This paper cites BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.302756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e19d329-758d-4e53-83f9-7e89b8f8bad9 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.397146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 15cb0363-8cf3-45fd-b10c-3ad714646769 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.381155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e949f959-bc53-4006-a80f-ce2d027faf94 · outbound

This paper cites The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.314861Z

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Observation 2f271c93-bbda-4c79-b9cc-6c5cb4e9a588 · outbound

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.365672Z

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Observation 7fbcaf44-d25d-4e4b-94ba-9f9026ebe76e · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Self-Detoxifying Language Models via Toxification Reversal.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Self-Detoxifying Language Models via Toxification Reversal

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.327330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1d0e48-de33-4bc5-a000-28f0b0d9be6c · outbound

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.349733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9e204cd8-c516-4e64-bee9-e465dd0cc19a · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:56:56.333809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9581553-f300-413a-8798-15b333624a20 · outbound

This paper cites QUEST: Queue Simulation for Content Moderation at Scale.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat QUEST: Queue Simulation for Content Moderation at Scale

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.339848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96336133-70d4-4738-94be-28c1cca116f8 · outbound

This paper cites 1984.Selfishness, altruism, and rationality.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat 1984.Selfishness, altruism, and rationality

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:56:56.317883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a8279a57-6399-47d5-9fd1-7383a6d8826a · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:56:55.348203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8af36854-a7f3-4b0f-a36a-297a710ca544 · outbound

This paper cites an unresolved cited work.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Unresolved cited work

Reference 55

Resolution: verified exact; doi, observed 2026-08-07T04:56:55.470081Z

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Gemini: A Family of Highly Capable Multimodal Models

Reference 67

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat Efficient Few-Shot Learning Without Prompts

Reference 70

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Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat GG”, “Respect

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Pith citing papers

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Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale cites this paper.

Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat

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