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Paper Citation Record · LEDGER

Training Bilingual LMs with Data Constraints in the Targeted Language

As of 14 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 2 inbound Pith citation observations for arXiv:2411.12986.

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

pith.paper-citation-record.v1
2411.12986 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:04:34.514541Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:42:57.834986Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T20:19:27.489525Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved63
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 082a83b3-3059-4ea9-a7b3-87a1cc560cd1 · outbound

This paper cites online" 'onlinestring :=.

Training Bilingual LMs with Data Constraints in the Targeted Language online" 'onlinestring :=

Reference 1

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Observation 9e8eff95-87e4-40f0-9bbb-3732e2ae1da4 · outbound

This paper cites write newline.

Training Bilingual LMs with Data Constraints in the Targeted Language write newline

Reference 2

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Observation d5a053cb-28d3-4ad3-b69a-d5a157a430ea · outbound

This paper cites The Falcon Series of Open Language Models.

Training Bilingual LMs with Data Constraints in the Targeted Language The Falcon Series of Open Language Models

Reference 3

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source=arxiv_source observed=2026-08-12T17:04:34.290439Z digest=sha256:f149ff5b2f34ca31a19607a6e69f2bce9bd73d97826f5170e34348c45eb21df2

Observation 04787158-b75e-47d5-bf61-c678a92815f1 · outbound

This paper cites PaLM 2 Technical Report.

Training Bilingual LMs with Data Constraints in the Targeted Language PaLM 2 Technical Report

Reference 4

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Observation 8ad531b3-30de-47e7-90ce-6980642954c9 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 5

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Observation 63b04910-911c-4973-9d01-00d072fe3c52 · outbound

This paper cites What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages.

Training Bilingual LMs with Data Constraints in the Targeted Language What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages

Reference 6

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Observation 276402bb-b512-49fa-93fe-ccc3fcc1d9e5 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 7

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Observation a277deb5-c1f7-4604-b22c-3ef40ddf297e · outbound

This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.

Training Bilingual LMs with Data Constraints in the Targeted Language Sparks of Artificial General Intelligence: Early experiments with GPT-4

Reference 8

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Observation af6dd479-9a7b-49b5-ab08-e8526ba6ba16 · outbound

This paper cites When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages.

Training Bilingual LMs with Data Constraints in the Targeted Language When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages

Reference 9

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Observation b77dc9b2-7ca4-4ffa-b61f-55e2d85eb8e7 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Training Bilingual LMs with Data Constraints in the Targeted Language Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 10

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Observation 8ed306d7-177f-409d-b246-4b597ddb5514 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 11

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Observation bc60adfd-c33e-4bad-9024-872a10bd1fdd · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 12

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Observation 162708bd-56b7-47c6-9b73-5cddb3e69989 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 13

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Observation 94590cbe-b180-4d0c-aa3a-14d458119ce4 · outbound

This paper cites BERTje: A Dutch BERT Model.

Training Bilingual LMs with Data Constraints in the Targeted Language BERTje: A Dutch BERT Model

Reference 14

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Observation b62e26dd-dc40-4c41-a1ce-3c4ee0aa0a67 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 7cd049e7-8988-421f-be09-b9c796948cbc · outbound

This paper cites TinyStories: How Small Can Language Models Be and Still Speak Coherent English?.

Training Bilingual LMs with Data Constraints in the Targeted Language TinyStories: How Small Can Language Models Be and Still Speak Coherent English?

Reference 16

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Observation 8c05e394-be67-4a6e-b524-5337cf0189a9 · outbound

This paper cites An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models.

Training Bilingual LMs with Data Constraints in the Targeted Language An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models

Reference 17

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Observation 93a373ce-7ae5-43b9-b2fb-750171ab7e4b · outbound

This paper cites DoGE: Domain Reweighting with Generalization Estimation.

Training Bilingual LMs with Data Constraints in the Targeted Language DoGE: Domain Reweighting with Generalization Estimation

Reference 18

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Observation c2416b6d-4c7b-4be1-b35e-88900f104983 · outbound

This paper cites CroissantLLM: A Truly Bilingual French-English Language Model.

Training Bilingual LMs with Data Constraints in the Targeted Language CroissantLLM: A Truly Bilingual French-English Language Model

Reference 19

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Observation d0344d79-8df4-4b1c-bb5c-2ad391db6b1c · outbound

This paper cites Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling.

Training Bilingual LMs with Data Constraints in the Targeted Language Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling

Reference 20

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Observation a9901614-b1f0-4884-a1c5-1a9b14fb9314 · outbound

This paper cites Need a Small Specialized Language Model? Plan Early!.

Training Bilingual LMs with Data Constraints in the Targeted Language Need a Small Specialized Language Model? Plan Early!

Reference 21

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Observation dc91b19c-a3f3-423e-8d73-38667cc53e8d · outbound

This paper cites Textbooks Are All You Need.

Training Bilingual LMs with Data Constraints in the Targeted Language Textbooks Are All You Need

Reference 22

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Observation 374e0f11-97d7-415b-8194-24df177a904e · outbound

This paper cites Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection.

Training Bilingual LMs with Data Constraints in the Targeted Language Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection

Reference 23

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Observation ecfe9f61-a41c-4050-ae8f-b912d7f77e70 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 24

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c8c90d5e-aa0a-4f6c-a87f-9d8554f7541f · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Mistral 7B

Reference 25

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Observation 0f341b96-1fa4-45ec-805a-4ceaba0aa2bd · outbound

This paper cites Mission: Impossible Language Models.

Training Bilingual LMs with Data Constraints in the Targeted Language Mission: Impossible Language Models

Reference 26

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Observation 2012b3fe-0249-4599-ac6f-8c057b5f6e31 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Scaling Laws for Neural Language Models

Reference 27

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Observation 70a4c1e2-9191-41b4-aef0-1c06d5c1479d · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Large Language Model-guided Document Selection

Reference 28

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Observation 32100116-3c99-429c-a0c3-787d51bf6be1 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language FlauBERT: Unsupervised Language Model Pre-training for French

Reference 29

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Observation c14e5940-00b5-4659-84a9-201c14dd3f66 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 30

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Observation 3741ded9-1ca2-497f-b936-2a85cc85ae22 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Paul Lewis, Gary F

Reference 31

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Observation 8cbb75e7-e3b9-4ff1-ac56-70580a2ba1da · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language DataComp-LM: In search of the next generation of training sets for language models

Reference 32

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Observation bec005f9-163b-4947-afe0-4d65650a0cd5 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Self-Alignment with Instruction Backtranslation

Reference 33

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Observation cd2e55be-8af7-488f-b268-4a256b2b172c · outbound

This paper cites Textbooks Are All You Need II: phi-1.5 technical report.

Training Bilingual LMs with Data Constraints in the Targeted Language Textbooks Are All You Need II: phi-1.5 technical report

Reference 34

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Observation 67100bc8-19f7-4002-94be-d6fe717415a5 · outbound

This paper cites A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity.

Training Bilingual LMs with Data Constraints in the Targeted Language A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

Reference 35

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Observation 17d4afc8-d201-4acc-86ef-31fa3d0e2908 · outbound

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Training Bilingual LMs with Data Constraints in the Targeted Language Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling

Reference 36

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Observation 92f4162f-b0f7-476a-a9c1-ef49be6e1bf3 · outbound

This paper cites CamemBERT: a Tasty French Language Model.

Training Bilingual LMs with Data Constraints in the Targeted Language CamemBERT: a Tasty French Language Model

Reference 37

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Observation d3ba80c5-d449-40b8-bc87-f4725a894827 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 38

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source=arxiv_source observed=2026-08-12T17:04:34.422322Z digest=sha256:089bc55a26fffe58814cfe59e04fabcd117dd48b29ba2574fefa72eb59fe45e6

Observation 172cf460-1cf2-4cf6-93b5-29e678115003 · outbound

This paper cites SeaLLMs -- Large Language Models for Southeast Asia.

Training Bilingual LMs with Data Constraints in the Targeted Language SeaLLMs -- Large Language Models for Southeast Asia

Reference 39

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source=arxiv_source observed=2026-08-12T17:04:34.425353Z digest=sha256:9e1daf74688902fc977f5b762b4ed58e75caa76af4a11a901bac7c5cae252975

Observation ac637f18-2806-4421-b24c-3d58d05a3d83 · outbound

This paper cites GPT-4 Technical Report.

Training Bilingual LMs with Data Constraints in the Targeted Language GPT-4 Technical Report

Reference 40

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source=arxiv_source observed=2026-08-12T17:04:34.428657Z digest=sha256:6cc39d11eea2c26d42cdcf42b7c8a83ea9bc8afdef9e5c27b313131f2c23caec

Observation 745e80d9-76b8-45ad-843b-e5d9b81bf87d · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

Training Bilingual LMs with Data Constraints in the Targeted Language The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 41

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source=arxiv_source observed=2026-08-12T17:04:34.432025Z digest=sha256:e46c18d0b19cd9c68c3a1396794b937602c4a87ce9bb77cb91eb67fb325a7cd6

Observation 4a684ad5-5102-4f72-953b-e3ef015bb09d · outbound

This paper cites The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only.

Training Bilingual LMs with Data Constraints in the Targeted Language The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only

Reference 42

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source=arxiv_source observed=2026-08-12T17:04:34.435410Z digest=sha256:ba83f0d8a19b574eaf4c0ca97d1920afaebd21d23250f9e5577b29c43cb4a1f1

Observation ae6f5055-ce5e-47f9-b535-edf6f60f01c3 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 43

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source=arxiv_source observed=2026-08-12T17:04:34.439258Z digest=sha256:345387d05634fe54223349782cf825948818a47c502e8478ec824832327c45ef

Observation 751c2173-b7df-4191-9322-b85fbf932c19 · outbound

This paper cites How multilingual is Multilingual BERT?.

Training Bilingual LMs with Data Constraints in the Targeted Language How multilingual is Multilingual BERT?

Reference 44

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source=arxiv_source observed=2026-08-12T17:04:34.443372Z digest=sha256:8fd3a21d6c9620ead0ef0c96a2b7898dd87e331359951f7c285450171bb9074d

Observation 5ac32f96-641b-45ab-86ab-542596dcb15e · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 45

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source=arxiv_source observed=2026-08-12T17:04:34.446817Z digest=sha256:7a6af68ce89f4ab6b1d06ee9c5d131417ab2ce0c2b56552e18b92944548816bf

Observation 13d38144-3074-43c3-a09d-6d44f78cdb6b · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Training Bilingual LMs with Data Constraints in the Targeted Language Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 46

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source=arxiv_source observed=2026-08-12T17:04:34.449971Z digest=sha256:e73861dfee9e1934e2dab2d555bf8312904b4ec5de5bf4f0298e6314bb9b46d3

Observation e9e8bc0c-0b61-4ec6-ab0e-ec7ed8c91230 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 47

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source=arxiv_source observed=2026-08-12T17:04:34.453354Z digest=sha256:c1fc82021bdc5e55608be76a1e8026f7248745a5137dcb07f51066f6d2aede0c

Observation 821b75f4-59a5-4448-a78b-e9a0ddbcd545 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Training Bilingual LMs with Data Constraints in the Targeted Language Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 48

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source=arxiv_source observed=2026-08-12T17:04:34.456376Z digest=sha256:33b1b46f79876010f1bab696dad243d299ac66e00d7778ef0ad2835d684a8cc3

Observation 8844e197-05d0-45d1-a0ba-6aee92d1970a · outbound

This paper cites Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation.

Training Bilingual LMs with Data Constraints in the Targeted Language Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

Reference 49

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source=arxiv_source observed=2026-08-12T17:04:34.460044Z digest=sha256:a9d925df8422f0dd006b40a8118dcdd4b7536b81f590eb48a2d7810b01209dc1

Observation 34c8fa16-7965-4daa-aa31-b2f4b70e9ac3 · outbound

This paper cites How to Train Data-Efficient LLMs.

Training Bilingual LMs with Data Constraints in the Targeted Language How to Train Data-Efficient LLMs

Reference 50

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source=arxiv_source observed=2026-08-12T17:04:34.463318Z digest=sha256:c729d3e3f8f95babdefca45c19512dc106a5b93193798aaae6601290991aa48f

Observation 7b64b142-ab01-474b-8bd6-003f09f9cb7e · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 51

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source=arxiv_source observed=2026-08-12T17:04:34.466718Z digest=sha256:e39da8efe999ab62a0d803813b4d3ddf34c013251cd9bc545eca7eed9521fafc

Observation 6d77efa9-9200-4582-880c-5069ac1dd881 · outbound

This paper cites GottBERT: a pure German Language Model.

Training Bilingual LMs with Data Constraints in the Targeted Language GottBERT: a pure German Language Model

Reference 52

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source=arxiv_source observed=2026-08-12T17:04:34.470209Z digest=sha256:98a05cf8e1d55f78a8f2f6ab252b97ad64cecc0f3b3c8cae98cdd15845dedb01

Observation 9d11ab6c-f0f3-4f81-85d5-f6c18b33e05b · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Training Bilingual LMs with Data Constraints in the Targeted Language Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 53

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source=arxiv_source observed=2026-08-12T17:04:34.473767Z digest=sha256:075df52ac0588592cce7f883b1901d819ca9f19d68ef4fbfe40686e7607a9b05

Observation 7316e85a-3038-4dd5-8b70-358c1370b796 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 54

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source=arxiv_source observed=2026-08-12T17:04:34.476916Z digest=sha256:a5021008a721b591bc5c495c3c33dac23f6cb3ba2d892c5111fd0985925b51c3

Observation d7d48518-9bc0-41b9-b6b9-e859c96e5a8b · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 55

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source=arxiv_source observed=2026-08-12T17:04:34.480340Z digest=sha256:27a9b418db42051214bc8b9fa4862ab1020384b6dca89ea4e54fcb7ddfc85815

Observation 6fd3c8d0-8a72-4cac-963a-40d1dfe6adfc · outbound

This paper cites Skywork: A More Open Bilingual Foundation Model.

Training Bilingual LMs with Data Constraints in the Targeted Language Skywork: A More Open Bilingual Foundation Model

Reference 56

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source=arxiv_source observed=2026-08-12T17:04:34.483585Z digest=sha256:d45e94e942e4293638c836763df190ec776a129a48d98f6b37663b90926a8110

Observation af11fc47-0b43-43c4-8bda-81810498b75e · outbound

This paper cites PolyLM: An Open Source Polyglot Large Language Model.

Training Bilingual LMs with Data Constraints in the Targeted Language PolyLM: An Open Source Polyglot Large Language Model

Reference 57

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source=arxiv_source observed=2026-08-12T17:04:34.487434Z digest=sha256:573a16388ca4e036067cbcafa8ab2dd690e20628df0958dbd0c5d75f0e9c992b

Observation 36902835-8339-4a32-aaa9-56619590d95f · outbound

This paper cites Crowdsourcing Multiple Choice Science Questions.

Training Bilingual LMs with Data Constraints in the Targeted Language Crowdsourcing Multiple Choice Science Questions

Reference 58

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source=arxiv_source observed=2026-08-12T17:04:34.491133Z digest=sha256:c379bc20b69e696f68e10320a0add181d65383ee0bd008530f6f5daf79d5e40e

Observation 80646317-f416-4d4d-975d-f0c6da442b8b · outbound

This paper cites Do Llamas Work in English? On the Latent Language of Multilingual Transformers.

Training Bilingual LMs with Data Constraints in the Targeted Language Do Llamas Work in English? On the Latent Language of Multilingual Transformers

Reference 59

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source=arxiv_source observed=2026-08-12T17:04:34.494685Z digest=sha256:d967c5935073c4db249e9a52d41188bea665fd947a4fa3cee9e873458c2fa079

Observation 2f816936-d976-4f5c-bacd-e961c2565d8a · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 60

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source=arxiv_source observed=2026-08-12T17:04:34.497867Z digest=sha256:3f24f92c2652275688cfc67448447314d4468f6186a3a9b8b9eadb252008e45d

Observation 9b40d18b-c330-4822-a9fb-653df3ad17d8 · outbound

This paper cites an unresolved cited work.

Training Bilingual LMs with Data Constraints in the Targeted Language Unresolved cited work

Reference 61

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source=arxiv_source observed=2026-08-12T17:04:34.500998Z digest=sha256:224f9859ef322ddefd8beae6473a21f74fdb50ac5985b8e090c879b0587540e7

Observation 6b90413a-ba2d-4e88-921f-600e47b29d11 · outbound

This paper cites A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias.

Training Bilingual LMs with Data Constraints in the Targeted Language A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias

Reference 62

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source=arxiv_source observed=2026-08-12T17:04:34.504214Z digest=sha256:cd8ac60ae8b1f55e93372cd04d5b2e7428afccf2545871d2748fc049fe634f3e

Observation dc62bae8-70ab-4f7f-82ea-dd7f9715a61b · outbound

This paper cites mT5: A massively multilingual pre-trained text-to-text transformer.

Training Bilingual LMs with Data Constraints in the Targeted Language mT5: A massively multilingual pre-trained text-to-text transformer

Reference 63

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source=arxiv_source observed=2026-08-12T17:04:34.507619Z digest=sha256:74e70509ffe892da2005d058740c541af039acab9f3f5467b4e39c3309acfd47

Observation 4860a887-94ab-49b0-a85b-1c2ba3487a5a · outbound

This paper cites Self-Rewarding Language Models.

Training Bilingual LMs with Data Constraints in the Targeted Language Self-Rewarding Language Models

Reference 64

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source=arxiv_source observed=2026-08-12T17:04:34.511032Z digest=sha256:3ab933f6eaf174c696acf4fb8b84ace8ddbc744dc82d1ffba74c3e272299d740

Observation fcc912fd-bf1f-4302-a0c2-8c73ce735ddd · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

Training Bilingual LMs with Data Constraints in the Targeted Language HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 65

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source=arxiv_source observed=2026-08-12T17:04:34.514541Z digest=sha256:05edf7e77b5763b867a1917e8101c4d995f510e68894b1baaee30d830373bcd6

Pith citing papers

Observation 1d5c8e57-8b08-4aee-b4fd-57ee619cc5e1 · inbound

Assessing the Role of Data Quality in Training Bilingual Language Models cites this paper.

Assessing the Role of Data Quality in Training Bilingual Language Models Training Bilingual LMs with Data Constraints in the Targeted Language

Reference 50

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no resolver link, observed 2026-08-07T00:42:57.834986Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:42:57.834986Z digest=sha256:c59b19233da30d01bb545c6e0d995b1fc3d40d53f2fd010d8032003d408dffba

Observation 6e63aa36-7eec-4c29-a61e-512ec27ec5bc · inbound

Mix, Don't Tune: Bilingual Pre-Training Outperforms Hyperparameter Search in Data-Constrained Settings cites this paper.

Mix, Don't Tune: Bilingual Pre-Training Outperforms Hyperparameter Search in Data-Constrained Settings Training Bilingual LMs with Data Constraints in the Targeted Language

Reference 21

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verified exact
arxiv_id, observed 2026-05-14T20:19:27.495129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T20:17:26.661595Z digest=sha256:bd6bb5c3c87ac799c445de05e59866c00cfed2154b55ed018ee7b6ea702f971f