Paper Citation Record · LEDGER

Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2410.15553.

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

pith.paper-citation-record.v1
2410.15553 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:54:19.499279Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T06:15:00.866473Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 47c23202-94f2-4fd8-a96f-18cc631a6762 · inbound

Process Reinforcement through Implicit Rewards cites this paper.

Process Reinforcement through Implicit Rewards Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 125

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:23:31.002560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 23eff24a-7695-4818-97ec-809f5d827dfb · inbound

Qwen3 Technical Report cites this paper.

Qwen3 Technical Report Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:35:28.517996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c9dcc368-e1f4-4179-abc3-6f483870ce25 · inbound

ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.

ImgEdit: A Unified Image Editing Dataset and Benchmark Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-12T18:17:45.234132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 34cafd27-05fe-4369-9257-7813e9389d4b · inbound

Qwen3-Omni Technical Report cites this paper.

Qwen3-Omni Technical Report Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:20:37.803106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e9fa95bc-041b-4cf2-9c9c-3dbc0706a646 · inbound

Qwen3-Omni Technical Report cites this paper.

Qwen3-Omni Technical Report Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T00:20:37.526718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5fa6c9ae-3293-4511-94e0-478007e2e4c7 · inbound

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.

Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 130

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T23:13:16.097093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a1bb53e8-6162-40b9-82f2-661310aa9f41 · inbound

Efficient Evaluation of LLM Performance with Statistical Guarantees cites this paper.

Efficient Evaluation of LLM Performance with Statistical Guarantees Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:00:51.716840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c65110b4-8ebf-4fd2-977e-ec4c63dd4b63 · inbound

SAGE: A Service Agent Graph-guided Evaluation Benchmark cites this paper.

SAGE: A Service Agent Graph-guided Evaluation Benchmark Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:21:00.857352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 85dfff82-621f-44da-864a-afc68d82b734 · inbound

Alignment has a Fantasia Problem cites this paper.

Alignment has a Fantasia Problem Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 68

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T14:31:07.561994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 75faee17-ffac-4d3d-aa77-d67d838e6eb6 · inbound

SEIF: Self-Evolving Reinforcement Learning for Instruction Following cites this paper.

SEIF: Self-Evolving Reinforcement Learning for Instruction Following Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:20:55.925346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4ebe96a1-4ec0-4f61-b5cb-d078b3596d3b · inbound

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs cites this paper.

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:40:53.469699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4aa78386-0c4f-48fb-b006-cefa5d0a4cfd · inbound

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs cites this paper.

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-21T08:19:52.895325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c9639bb0-a7b6-4a1d-86e8-14e563ea8a0a · inbound

When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction cites this paper.

When Attention Closes: How LLMs Lose the Thread in Multi-Turn Interaction Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:22:55.474903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9f0cbc76-5b08-40ae-b50e-c43bdbde0bf2 · inbound

Hy-MT2: A Family of Fast, Efficient and Powerful Multilingual Translation Models in the Wild cites this paper.

Hy-MT2: A Family of Fast, Efficient and Powerful Multilingual Translation Models in the Wild Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-22T07:04:41.500899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 53af5766-6f74-4442-aa83-e7be4c537bf6 · inbound

Hy-MT2: A Family of Fast, Efficient and Powerful Multilingual Translation Models in the Wild cites this paper.

Hy-MT2: A Family of Fast, Efficient and Powerful Multilingual Translation Models in the Wild Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:44:57.876165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a4b14268-9d3e-4385-aa8a-b0213eac01bf · inbound

IFMTBench: A Comprehensive Benchmark for Multilingual Translation Instruction Following cites this paper.

IFMTBench: A Comprehensive Benchmark for Multilingual Translation Instruction Following Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:33:24.273265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9ead1e01-90ec-43a3-a4b2-4732219508ef · inbound

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale cites this paper.

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 149

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:17:25.642579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cab3315e-dfe5-43a9-830d-37610feac956 · inbound

In-Place Tokenizer Expansion for Pre-trained LLMs cites this paper.

In-Place Tokenizer Expansion for Pre-trained LLMs Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T23:50:15.426936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d3030b-e021-4b7e-a711-47af8e9d0fd1 · inbound

HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following cites this paper.

HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T02:36:07.636136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce27f70-24a4-4c64-89b2-5b147d3a0374 · inbound

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding cites this paper.

Hy-MultiTurn: A Six-Dimensional Benchmark for Deep Multi-Turn Dialogue Understanding Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T11:54:19.499279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.