Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:49:58.483971Z
Paper Citation Record · LEDGER
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs
As of 14 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 0 inbound Pith citation observations for arXiv:2608.07862.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
75 of 75 outbound references displayed
- verified exact6
- verified fuzzy10
- unresolved52
- parse uncertain6
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 28069185-152b-4ee7-91c6-a0b9835dc9fc · outbound
This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.193139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db5e611f-7dbe-40a9-897e-305534271bd4 · outbound
This paper cites Classification Problem Solving.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Classification Problem Solving
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.199474Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99bf7b21-2bd1-4e89-bbc0-49766d6a6078 · outbound
This paper cites , title =.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs , title =
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.204167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d74f6743-9867-43cb-b9c7-b40fa77201e3 · outbound
This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs New Ways to Make Microcircuits Smaller---Duplicate Entry
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.209159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92a737c6-6f52-4dd0-b2f2-64e55995bd23 · outbound
This paper cites Clancey and Glenn Rennels , abstract =.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Clancey and Glenn Rennels , abstract =
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.213701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e02f3c2-f0a3-4e75-bc18-75d8f1df0b83 · outbound
This paper cites and Rennels, Glenn R.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs and Rennels, Glenn R
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.218167Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c1a5fd0-d889-4fdf-9f15-3e6e0256dfe2 · outbound
This paper cites Poligon: A System for Parallel Problem Solving.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Poligon: A System for Parallel Problem Solving
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.222671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00b531e6-fef9-4195-984e-ed3abfe0f5e9 · outbound
This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Transfer of Rule-Based Expertise through a Tutorial Dialogue
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.226422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f783beb-cc3f-4d32-bc2f-62c8b9d907f0 · outbound
This paper cites The Engineering of Qualitative Models.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs The Engineering of Qualitative Models
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.230159Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f26d6c2d-b4c6-4889-9052-a3b32907e905 · outbound
This paper cites 2017 , eprint=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs 2017 , eprint=
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.234150Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d508fe86-5170-4531-80c7-47509e1896a0 · outbound
This paper cites Pluto: The 'Other' Red Planet.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Pluto: The 'Other' Red Planet
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.238602Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5da878b6-5b55-4cab-a6d4-fc0059fc1f44 · outbound
This paper cites Do-Not-Answer: Evaluating Safeguards in LLM s.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Do-Not-Answer: Evaluating Safeguards in LLM s
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.262824Z
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.
Observation 4d39acfe-ce1a-4ea3-925c-b75d23fcff46 · outbound
This paper cites A C hinese Dataset for Evaluating the Safeguards in Large Language Models.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs A C hinese Dataset for Evaluating the Safeguards in Large Language Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.246840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7437bcd-24f7-428f-bac8-9dee1e605796 · outbound
This paper cites A rabic Dataset for LLM Safeguard Evaluation.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs A rabic Dataset for LLM Safeguard Evaluation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.252311Z
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.
Observation 8e69ce2e-093e-4f97-8a7f-6f5359225ccc · outbound
This paper cites Qor \' g au: Evaluating Safety in K azakh- R ussian Bilingual Contexts.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Qor \' g au: Evaluating Safety in K azakh- R ussian Bilingual Contexts
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.254599Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73045636-89fa-4964-97d1-8c0baf640aec · outbound
This paper cites All Languages Matter: On the Multilingual Safety of LLM s.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs All Languages Matter: On the Multilingual Safety of LLM s
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.258384Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d17120a2-2a74-4610-95c3-d6dc2877aa2b · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.261958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67244ae2-14bb-4b72-98dc-e25f558ef031 · outbound
This paper cites Analysis of Indic Language Capabilities in LLMs.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Analysis of Indic Language Capabilities in LLMs
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.265792Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78bfad17-9638-46ea-8852-204c2317aba3 · outbound
This paper cites Krishnan and Anmol Goel and Shreya Goyal and Balaraman Ravindran and Ponnurangam Kumaraguru , editor =.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Krishnan and Anmol Goel and Shreya Goyal and Balaraman Ravindran and Ponnurangam Kumaraguru , editor =
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-12T00:49:58.612580Z
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.
Observation eb33912a-fe6b-40c7-8f7a-cb653265bd35 · outbound
This paper cites Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
Reference 20
- Resolution
- verified exact
- doi, observed 2026-08-12T00:49:59.242411Z
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.
Observation c5d0c235-032e-43ad-82b5-b338dc29d968 · outbound
This paper cites 2024 , journal=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs 2024 , journal=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.231548Z
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.
Observation 44d45b21-3f6a-4745-85dc-1f8085d63027 · outbound
This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.219302Z
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.
Observation f142efe2-254b-4bd1-8ad6-fafcb1caeac8 · outbound
This paper cites and Kirk, Hannah Rose and Hale, Scott A.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs and Kirk, Hannah Rose and Hale, Scott A
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.286082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40444706-f347-4625-95a0-4a4e416681f0 · outbound
This paper cites I ndi B ias: A Benchmark Dataset to Measure Social Biases in Language Models for I ndian Context.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs I ndi B ias: A Benchmark Dataset to Measure Social Biases in Language Models for I ndian Context
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.290302Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ad0136f-cb38-416f-9be6-87d7bc608914 · outbound
This paper cites MILU : A Multi-task I ndic Language Understanding Benchmark.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs MILU : A Multi-task I ndic Language Understanding Benchmark
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.294091Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdf26638-5d70-4fd9-9d31-bd61faee71d4 · outbound
This paper cites I ndic G en B ench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLM s on I ndic Languages.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs I ndic G en B ench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLM s on I ndic Languages
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.298069Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cd0fdd4-4e96-439f-a081-b279a8e7179a · outbound
This paper cites Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture
Reference 27
- Resolution
- verified exact
- doi, observed 2026-08-12T00:49:58.583388Z
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.
Observation da0f9e89-f6e3-4014-875b-9a11c7f14040 · outbound
This paper cites PARIKSHA : A Large-Scale Investigation of Human- LLM Evaluator Agreement on Multilingual and Multi-Cultural Data.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs PARIKSHA : A Large-Scale Investigation of Human- LLM Evaluator Agreement on Multilingual and Multi-Cultural Data
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.305891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0fab9a2a-28f9-41a4-9588-a51a6dbc70c2 · outbound
This paper cites and Kumar, Pratyush.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs and Kumar, Pratyush
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.207609Z
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.
Observation b41b04f8-a62f-4ebf-aba5-fd53019b25c8 · outbound
This paper cites L 3 C ube- I ndic Q uest: A Benchmark Question Answering Dataset for Evaluating Knowledge of LLM s in I ndic Context.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs L 3 C ube- I ndic Q uest: A Benchmark Question Answering Dataset for Evaluating Knowledge of LLM s in I ndic Context
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.196923Z
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.
Observation 648b732b-45da-4280-b1a4-31e0b3933251 · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2023.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Findings of the Association for Computational Linguistics: ACL 2023
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.317335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae0799b5-6e9e-4269-a048-9b4f218bf3b7 · outbound
This paper cites 2020 , journal=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs 2020 , journal=
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.185311Z
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.
Observation 610fad16-b253-43fa-a29a-52eead6ca4d1 · outbound
This paper cites GLUEC o S : An Evaluation Benchmark for Code-Switched NLP.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs GLUEC o S : An Evaluation Benchmark for Code-Switched NLP
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.324803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9834b672-eec6-476d-887c-3c8634622ab6 · outbound
This paper cites INDIC QA BENCHMARK : A Multilingual Benchmark to Evaluate Question Answering capability of LLM s for I ndic Languages.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs INDIC QA BENCHMARK : A Multilingual Benchmark to Evaluate Question Answering capability of LLM s for I ndic Languages
Reference 34
- Resolution
- verified exact
- doi, observed 2026-08-12T00:49:58.554535Z
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.
Observation 6d78bdaa-7a6f-462e-94ed-0a1128522d52 · outbound
This paper cites MEGAVERSE : Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs MEGAVERSE : Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.332286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c151ee6-3b09-42de-99a1-2ba504e5d55a · outbound
This paper cites arXiv:2510.25409 , url=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs arXiv:2510.25409 , url=
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.335892Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aef7c72-87d4-49e2-93d4-98d8b424b5f1 · outbound
This paper cites 2023 , url =.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs 2023 , url =
Reference 37
- Resolution
- verified exact
- doi, observed 2026-08-12T00:49:58.535931Z
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.
Observation e89bbb54-b68c-475d-bb38-836bd40eba2f · outbound
This paper cites FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes
Reference 38
- Resolution
- verified exact
- local_arxiv, observed 2026-08-12T00:49:58.699442Z
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.
Observation 3670c40f-b4f0-45c1-b815-e4cc6c8184f2 · outbound
This paper cites GitHub repository , howpublished =.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs GitHub repository , howpublished =
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.173868Z
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.
Observation 6bf5c0de-e170-4944-9878-92dc43a1dba4 · outbound
This paper cites and Kumar, Pratyush.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs and Kumar, Pratyush
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.350222Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b15e3c6c-bd83-418b-a423-d0429af7de69 · outbound
This paper cites The F lores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs The F lores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.353720Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79d3d951-8631-475d-aa05-14c2fc6e33f5 · outbound
This paper cites IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.357660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93c06906-768c-4906-8044-98f851bc60c8 · outbound
This paper cites Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.361625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae551351-b7e5-4266-863b-1aea7515f91e · outbound
This paper cites 2024 , journal=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs 2024 , journal=
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.163842Z
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.
Observation 4e6bb01e-d2fb-4fc1-8e19-118cb90e0e71 · outbound
This paper cites Bowman and Shi Feng , booktitle=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Bowman and Shi Feng , booktitle=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.368719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c54f9926-83cd-4e1e-b430-2964f8298245 · outbound
This paper cites Ethical and social risks of harm from Language Models.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Ethical and social risks of harm from Language Models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.372546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5a0849b-aa6d-452d-b4fe-419187997597 · outbound
This paper cites B n S ent M ix: A Diverse B engali- E nglish Code-Mixed Dataset for Sentiment Analysis.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs B n S ent M ix: A Diverse B engali- E nglish Code-Mixed Dataset for Sentiment Analysis
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T00:49:59.146509Z
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.
Observation c198c92f-541b-456e-94c3-80267c4ab16a · outbound
This paper cites Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter?.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Transfer Learning for Code-Mixed Data: Do Pretraining Languages Matter?
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.380181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c28de88-948a-428d-98b9-187895e4c957 · outbound
This paper cites Code Switched and Code Mixed Speech Recognition for Indic languages.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Code Switched and Code Mixed Speech Recognition for Indic languages
Reference 49
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-12T00:49:58.657744Z
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.
Observation 42db77f3-680d-4336-be97-efb9dec54c9f · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.134555Z
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.
Observation dc4f8aaa-bb2e-4aa0-bb9e-3567e58d3339 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.122794Z
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.
Observation 2b893567-44d6-4a12-b8c6-d9509d0a3925 · outbound
This paper cites Gemma 3 , url=.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Gemma 3 , url=
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T00:49:58.395608Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f277374-8c36-412e-8a5b-990556cce063 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.106237Z
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.
Observation 0caf435d-82c6-4517-a64a-25ccf61cf1b4 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 54
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:59.096250Z
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.
Observation 50b0e0a8-7f68-40f0-bfd9-9d2bd98bff02 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 55
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:59.085664Z
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.
Observation 508371f5-bdba-4f24-8f11-d3fd3242bd1c · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.074130Z
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.
Observation e12d4339-6931-45db-8af4-492e39c681bc · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 57
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:59.062992Z
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.
Observation 28ea7be6-1f7c-4d63-9a3d-a93766054c5f · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.052779Z
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.
Observation 84edaf39-3054-439a-b7f5-b6630b7dc7d3 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.042186Z
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.
Observation f572b8c8-0800-4b3e-916b-305e7db8fad9 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.032457Z
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.
Observation 0bec54c2-bbe0-45a7-882c-17ccd69d4faa · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.021904Z
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.
Observation 7ac6acad-6392-41ff-a00e-f826f2965be9 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.011422Z
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.
Observation 89d3eca6-3ca1-4a60-9650-de672ea1d3c4 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:59.001267Z
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.
Observation fcc5c429-1baa-422b-85a8-31c947643b09 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.991719Z
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.
Observation 8772dae5-a1bd-41e7-8821-615f5cfa1bf1 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 65
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:58.980755Z
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.
Observation ad5d81d0-d681-4b68-8079-50389c2ae08d · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 66
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:58.970651Z
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.
Observation 0fa28daf-26cb-4f47-8cef-1b1ae92fa662 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.959711Z
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.
Observation 23abbce8-50fc-4ed0-b94e-93b7bc602f45 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.948542Z
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.
Observation 62068920-5788-4f1a-89ff-284a1f1a7623 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.937229Z
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.
Observation d38f32fc-0ae7-48fe-bab3-efaac47bbb2a · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 70
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-12T00:49:58.926263Z
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.
Observation bc2424ac-178b-4617-acc6-5bf0571f743d · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.914688Z
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.
Observation d55a0a1a-d57c-46d8-803c-49017fc0bf9c · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.904112Z
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.
Observation b85ca082-2d50-469a-8e11-f6f6097f5057 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.893343Z
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.
Observation 79052308-d1b5-499f-9fac-804f6a011369 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.882138Z
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.
Observation 03fb6cfe-0b3e-458b-b4b0-86fd36b25e12 · outbound
This paper cites an unresolved cited work.
SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T00:49:58.871000Z
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.
Pith citing papers
No inbound Pith citation observations are available.