Paper Citation Record · LEDGER

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts

As of 11 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2501.12640.

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

pith.paper-citation-record.v1
2501.12640 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:02:51.223033Z

measured 37 of 37 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 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

37 of 37 outbound references displayed

verified exact3
verified fuzzy1
unresolved30
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf77bcfa-80de-4b16-b144-96102f695c10 · outbound

This paper cites Qwen2 Technical Report.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Qwen2 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:50.956662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2779629-2f28-44d0-a2ad-32e066bd699f · outbound

This paper cites A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:50.964098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f192c3ba-09ca-4988-949c-0e359bece6da · outbound

This paper cites Podcast Outcasts: Understanding Rumble's Podcast Dynamics.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Podcast Outcasts: Understanding Rumble's Podcast Dynamics

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:02:52.280224Z

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 ea5c805e-5d99-4e94-9cef-7f2a2c5ac11e · outbound

This paper cites RadioTalk: a large-scale corpus of talk radio transcripts.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts RadioTalk: a large-scale corpus of talk radio transcripts

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-10T17:02:52.248472Z

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 c2fe80f0-be5e-44f7-acc2-9ef280b0fc65 · outbound

This paper cites End-to-end speaker segmentation for overlap-aware resegmentation.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts End-to-end speaker segmentation for overlap-aware resegmentation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:50.985864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23772fe5-fe86-4e72-9aac-e8252ebb4806 · outbound

This paper cites Konijn, and Gerard J.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Konijn, and Gerard J

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:02:52.611485Z

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 cc7afbb7-f5ba-4788-a8ad-c2b4c8e81ecf · outbound

This paper cites Qwen2-Audio Technical Report.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Qwen2-Audio Technical Report

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.016047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f865aab1-4529-4b93-8fb5-17f3c8369c7f · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 8

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:02:52.585879Z

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 df224eb4-54c7-4e06-80d6-f587a0c3c06e · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.561809Z

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 36830a1c-bdbf-4fff-9f76-7f5a3318b7f6 · outbound

This paper cites Can LLMs Serve As Time Series Anomaly Detectors?.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Can LLMs Serve As Time Series Anomaly Detectors?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.039884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17165a5b-ea80-4d4b-ad78-1e9f30a63bf1 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-08-10T17:02:51.346148Z

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 26cf0786-8255-4ae3-952a-be14a18fe8b6 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.058953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec9c428-f6c5-4798-b291-880966079c4b · outbound

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

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.066240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23ebadca-0afb-4e16-88ec-3dd96f5e553e · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.072363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 660089f2-1323-4450-a25a-822a01f4e883 · outbound

This paper cites MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.078435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6620fee-ffb3-4bb3-9ee9-257067318ced · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.503471Z

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 e6dbbfdc-0324-47ae-b163-8a4cd75567ea · outbound

This paper cites A New Generation of Perspective API: Efficient Multilingual Character-level Transformers.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts A New Generation of Perspective API: Efficient Multilingual Character-level Transformers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.092166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f94c405-e086-48ad-b60b-7ae08a083986 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.099840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0edc85e4-45b8-423d-b5ef-2294fbdee47c · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.106611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb99a21-2ca5-4eb7-a803-597bfe3bec9c · outbound

This paper cites HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.112337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71508c5c-bc6c-4013-a91b-96915bcf58f1 · outbound

This paper cites Large Language Models: A Survey.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Large Language Models: A Survey

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.121062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dcedb32-781d-42e0-8391-bfcc3b15cbec · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.472147Z

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 8477f894-1170-4605-be09-1a69567d9e52 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 23

Resolution: malformed identifier; raw_fallback, observed 2026-08-10T17:02:51.877704Z

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 560cd8e4-aa73-4350-9a5f-9b7c93ed9672 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.448860Z

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 2f341de6-15a3-4f6b-9f02-40afc73fd34a · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Robust Speech Recognition via Large-Scale Weak Supervision

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.148066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55eb8dc2-f167-4edc-8b03-897a4cc857db · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.154501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8feb0fc7-f2f1-4e05-bd93-28baa192e739 · outbound

This paper cites Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.161221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7931ae-94d3-451b-951f-2f61e999a659 · outbound

This paper cites Qwen Technical Report.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Qwen Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.168599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d815ca6b-b676-4ca3-b541-67be5a139e05 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.402945Z

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 bb51d7c0-fa73-4433-a84d-90ef0cd59f7e · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.379993Z

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 d061f4e9-3474-4827-bed0-f03d6b8d8a2b · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.187965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d6f6da-e9f0-43ae-9aa9-114f572af07a · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.194861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd587419-9661-43e1-888f-591029e908d0 · outbound

This paper cites Attention Is All You Need.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Attention Is All You Need

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.201552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba86b2ff-6da1-49ce-a70b-3aa849e4d3b0 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.358134Z

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 6762e242-7e5a-436e-bb22-51640d301fd5 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T17:02:52.327940Z

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 7074e265-8833-4874-b6d7-c01c3dfad6c4 · outbound

This paper cites The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T17:02:51.223033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634f8715-bada-4c11-b39a-e780ba2bd308 · outbound

This paper cites an unresolved cited work.

Toxicity Begets Toxicity: Unraveling Conversational Chains in Political Podcasts Unresolved cited work

Reference 430

Resolution: verified exact; doi, observed 2026-08-10T17:02:51.374813Z

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.

Pith citing papers

No inbound Pith citation observations are available.