Paper Citation Record · LEDGER

Sample-Efficient Language Model for Hinglish Conversational AI

As of 20 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2504.19070.

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

pith.paper-citation-record.v1
2504.19070 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T06:05:23.834860Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

17 of 17 outbound references displayed

verified exact1
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2653df3e-3a4c-46fb-9610-b808bdaf945a · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.269757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6bbc4b88-6714-4ebe-a616-53db92241b74 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.241530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb100955-162c-4ebc-a73a-6bd472a3a4e8 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.214832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6cee08f7-8e8c-4754-b345-14387ef216a2 · outbound

This paper cites Qwen2.5 Technical Report.

Sample-Efficient Language Model for Hinglish Conversational AI Qwen2.5 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T06:05:23.756928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d30ea97-3183-40a7-8d21-c2875e8f787f · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.181173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0fac3200-46ce-44b9-b47d-54f828dade20 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.151933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b928f010-223a-44d6-a6b8-60069462e8a4 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.129239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 999476a0-263f-4ae9-9400-806db602aedb · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.102444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6859555a-7989-4c87-96b0-19652ea78b58 · outbound

This paper cites BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context.

Sample-Efficient Language Model for Hinglish Conversational AI BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-16T06:05:23.908325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d3fcca7c-9bd1-4b46-9439-fa5e102b20c8 · outbound

This paper cites Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus.

Sample-Efficient Language Model for Hinglish Conversational AI Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T06:05:23.792357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 888b3039-51f5-4c67-a38a-64aac00c0a8e · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.077037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d27a93d-8e1f-46da-834c-d1fe9e2316b3 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.052132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1c9a3daa-aac9-43ef-b36d-3bc3bb5b8dd0 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.028184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c08147f3-a762-4c9f-bbf5-5cd7866729a3 · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:24.007834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12592c55-55d3-400b-b240-7e7695ab6e4f · outbound

This paper cites an unresolved cited work.

Sample-Efficient Language Model for Hinglish Conversational AI Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T06:05:23.985803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec8ca772-66a3-46bc-a2a0-9e53a2a898f9 · outbound

This paper cites online" 'onlinestring :=.

Sample-Efficient Language Model for Hinglish Conversational AI online" 'onlinestring :=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T06:05:23.828975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287563ab-6be1-4932-971e-569bc139f995 · outbound

This paper cites write newline.

Sample-Efficient Language Model for Hinglish Conversational AI write newline

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T06:05:23.834860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.