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Paper Citation Record · LEDGER

Compass-V2 Technical Report

As of 18 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2504.15527.

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

pith.paper-citation-record.v1
2504.15527 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:28:02.005029Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

89 of 89 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved79
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f11af38c-7920-4971-bd02-4bd6c90b79a9 · outbound

This paper cites write newline.

Compass-V2 Technical Report write newline

Reference 1

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.708662Z digest=sha256:3c762784e1c72de0fcb5bc6ce6b1068cfb860c6d4d09ab0db0c34f62aa996467

Observation 6ec770de-6023-48ab-8d95-88c34aad7936 · outbound

This paper cites Gpt-4 technical report.

Compass-V2 Technical Report Gpt-4 technical report

Reference 2

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source=arxiv_source observed=2026-08-16T11:28:01.713419Z digest=sha256:b2174318ac359056eaac4e9e51e64f5a2aee40d7b335ad0eb5ca75c65a81430d

Observation ad8f6ec2-e909-41b1-8141-7759c6fb630b · outbound

This paper cites GQA : Training generalized multi-query transformer models from multi-head checkpoints.

Compass-V2 Technical Report GQA : Training generalized multi-query transformer models from multi-head checkpoints

Reference 3

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.716597Z digest=sha256:6954e1522b76dcdc775c9fb354323172c9a4169a904b2c8c8e886125eeaefa22

Observation df8ed232-e007-48f1-83fe-fa0e7c11893a · outbound

This paper cites Sea-lion (southeast asian languages in one network): A family of large language models for southeast asia.

Compass-V2 Technical Report Sea-lion (southeast asian languages in one network): A family of large language models for southeast asia

Reference 4

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source=arxiv_source observed=2026-08-16T11:28:01.719840Z digest=sha256:269346725296775ff7ddf696c5c570bd70d890dd94fdf3d510ac64ff82c96497

Observation 877fa7f6-c3ca-484a-89f7-ed61797a6569 · outbound

This paper cites Claude 3.7 sonnet and claude code.

Compass-V2 Technical Report Claude 3.7 sonnet and claude code

Reference 5

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.722783Z digest=sha256:c538efe460cbd4eb5830db2c2ca68254ca5eda899a2de6b05356dd075886fd63

Observation 79024465-a69f-46ef-8c61-7aabb7fabf21 · outbound

This paper cites Aya 23: Open Weight Releases to Further Multilingual Progress.

Compass-V2 Technical Report Aya 23: Open Weight Releases to Further Multilingual Progress

Reference 6

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.725742Z digest=sha256:4c1aec60ad1d9f4247bf2de7160f601ae4256b9e9766eeb940cb2f6ec1a01427

Observation 1bac3e2e-1e6b-44b0-9804-bb872246d603 · outbound

This paper cites The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants.

Compass-V2 Technical Report The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants

Reference 7

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.729249Z digest=sha256:4f08da73e5bf89571137ec80517a5d9f8a56d940dc327be75a2f959c6416f1d1

Observation ca0eebc7-3bfd-4958-861c-252b02162371 · outbound

This paper cites M 3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation.

Compass-V2 Technical Report M 3-embedding: Multi-linguality, multi-functionality, multi-granularity text embeddings through self-knowledge distillation

Reference 8

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source=arxiv_source observed=2026-08-16T11:28:01.732799Z digest=sha256:2d0c3c632a408a6ae25fe4da1b4c198d5c780112a4aa0b5aa1bcaec75253422f

Observation cd90eefe-70be-453e-a45d-96ec56d66a04 · outbound

This paper cites Benchmarking Large Language Models in Retrieval-Augmented Generation.

Compass-V2 Technical Report Benchmarking Large Language Models in Retrieval-Augmented Generation

Reference 9

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no resolver link, observed 2026-08-16T11:28:01.736397Z

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source=arxiv_source observed=2026-08-16T11:28:01.736397Z digest=sha256:a1a3c40e50066e74622fbbab87aebce41ba178523c58466747f82e6630dd49b3

Observation 4bc7f0c9-eed8-4fe5-93a9-b303f3ac5e55 · outbound

This paper cites MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning , July 2023 b.

Compass-V2 Technical Report MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning , July 2023 b

Reference 10

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source=arxiv_source observed=2026-08-16T11:28:01.740155Z digest=sha256:a2aad7b0ee80ce2a754c5370425bca1ce2a4ea98daec5b369778b6144bec16ef

Observation a71dbd91-dca8-4c12-a174-3e9a9c17b3b4 · outbound

This paper cites Deep reinforcement learning from human preferences.

Compass-V2 Technical Report Deep reinforcement learning from human preferences

Reference 11

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source=arxiv_source observed=2026-08-16T11:28:01.743490Z digest=sha256:6fca87b1b668489c0876127475c337e2f3a82b04ac46b791a606ad01f0d8c35c

Observation 98f373a3-0ed8-4875-98e9-bcd5ceebe59a · outbound

This paper cites BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions.

Compass-V2 Technical Report BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Reference 12

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source=arxiv_source observed=2026-08-16T11:28:01.746974Z digest=sha256:180b9869bd3bb7d4b12658d7467fe85f50bd7b14d9b48a8858818e78a5ad46df

Observation e197fccd-e8cc-445d-8405-3cd8b30a84b6 · outbound

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

Compass-V2 Technical Report Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 13

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source=arxiv_source observed=2026-08-16T11:28:01.750569Z digest=sha256:225015765fb895ee92b5237963a2c3ab5edd1dd5709caa0a37876a0ce13246c8

Observation 0b4f1466-b71d-4f8d-996d-2cffd7135010 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Compass-V2 Technical Report Training Verifiers to Solve Math Word Problems

Reference 14

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source=arxiv_source observed=2026-08-16T11:28:01.753855Z digest=sha256:f0988dfbf142e3178fbda350c201cecfe628e394048c1c0ca4026d042b7de0bf

Observation 5a712dfd-3327-4050-a1b0-3c2c316c4237 · outbound

This paper cites Commoncrawl, 2007.

Compass-V2 Technical Report Commoncrawl, 2007

Reference 15

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source=arxiv_source observed=2026-08-16T11:28:01.757124Z digest=sha256:5ed40354809d2b8e9cb49a921af8f2080ea53d33775a19fb7f9ff5ea02da91d4

Observation f4cdeca0-54f9-4143-b7ad-a9457f8d8ee5 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Compass-V2 Technical Report Unsupervised Cross-lingual Representation Learning at Scale

Reference 16

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source=arxiv_source observed=2026-08-16T11:28:01.760248Z digest=sha256:4364b587efd8ef1df4d5643c4fe4558f784874d9af86b3b2fc2226d14c2c10db

Observation 3006f356-d063-4f6b-b347-86e25dda05fb · outbound

This paper cites UltraFeedback: Boosting Language Models with Scaled AI Feedback.

Compass-V2 Technical Report UltraFeedback: Boosting Language Models with Scaled AI Feedback

Reference 17

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source=arxiv_source observed=2026-08-16T11:28:01.763286Z digest=sha256:a1b7623c776f049095e59b1b530bba2adf99901c67c3745ca727083681cf6860

Observation 8dd66b3d-8abc-4613-91aa-09ae5a074c9d · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

Compass-V2 Technical Report DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 18

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source=arxiv_source observed=2026-08-16T11:28:01.766856Z digest=sha256:33ac3b59540d3c957b766647fa044b72b8e11d5002add7b6b58d18c5784870bd

Observation 5b1b6e0c-c0ea-41f6-bd23-01be54cf0655 · outbound

This paper cites Dauphin, Angela Fan, Michael Auli, and David Grangier.

Compass-V2 Technical Report Dauphin, Angela Fan, Michael Auli, and David Grangier

Reference 19

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source=arxiv_source observed=2026-08-16T11:28:01.770172Z digest=sha256:9ccb61c76c3a1b7c23af9d6d0ac7920058284630088f973fec4a54dd2495f68c

Observation dbe5983b-e370-44f3-b346-0b68dcb7973e · outbound

This paper cites DeepSeek-V3 Technical Report.

Compass-V2 Technical Report DeepSeek-V3 Technical Report

Reference 20

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no resolver link, observed 2026-08-16T11:28:01.773275Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.773275Z digest=sha256:b9b871d51a8794944e5c9ff328eed4bde29d795d61a908940c43e37f994ba307

Observation 726e7ffb-f7b4-4408-917f-42c1c7ad7c90 · outbound

This paper cites RLHF Workflow: From Reward Modeling to Online RLHF.

Compass-V2 Technical Report RLHF Workflow: From Reward Modeling to Online RLHF

Reference 21

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source=arxiv_source observed=2026-08-16T11:28:01.776637Z digest=sha256:cf8554880d942c00ffd92fd6f6e1785890e5fd3182b0486b5ad7fb099ebbc0a2

Observation 7a0d9d88-11c6-4361-ba11-09ebbf1a1595 · outbound

This paper cites Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs.

Compass-V2 Technical Report Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Reference 22

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source=arxiv_source observed=2026-08-16T11:28:01.780135Z digest=sha256:29a0ff8404e8f9f63a3fad5eed9ced1d64ecd22394a32d2f8c2ffe1f6f6b5d11

Observation 41f1523b-fbed-4e05-b948-1727bb5c723e · outbound

This paper cites The Llama 3 Herd of Models.

Compass-V2 Technical Report The Llama 3 Herd of Models

Reference 23

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source=arxiv_source observed=2026-08-16T11:28:01.783729Z digest=sha256:27db1d60e5e101dc30794371458931c8fca8d8ac9726b8af6f4c792383b1d041

Observation 280987af-c3fb-4e92-a7d3-19a1dc60241e · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.

Compass-V2 Technical Report Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity

Reference 24

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source=arxiv_source observed=2026-08-16T11:28:01.786957Z digest=sha256:4080d395b800b5fcf177d2b383f1fd32cfb00a4eda675ab108f08e5b03699980

Observation 0561f66c-7643-4e7f-a696-c4c450c5547d · outbound

This paper cites A framework for few-shot language model evaluation, 07 2024.

Compass-V2 Technical Report A framework for few-shot language model evaluation, 07 2024

Reference 25

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source=arxiv_source observed=2026-08-16T11:28:01.790061Z digest=sha256:5edb82a1df0e23d4e726e507bf151344e230228262fbf08af4c785f3cb17517a

Observation c7e49603-e52b-4c9e-9701-513573587841 · outbound

This paper cites Gemma 3 Technical Report.

Compass-V2 Technical Report Gemma 3 Technical Report

Reference 26

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source=arxiv_source observed=2026-08-16T11:28:01.793522Z digest=sha256:73abcb5a80e417ac229d12164d3e2df8079a7024c237044f0b03b1fdc5c817c5

Observation 81db6a99-de88-4f94-b5d5-5c29e321b5fc · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Compass-V2 Technical Report DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 27

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no resolver link, observed 2026-08-16T11:28:01.797127Z

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source=arxiv_source observed=2026-08-16T11:28:01.797127Z digest=sha256:91a7196db4d821b4b71bc70c933149b0a184b43e4771603f4ddff9ed6c303de4

Observation 87367010-04c8-4fd2-888d-2c78132393f5 · outbound

This paper cites Direct Language Model Alignment from Online AI Feedback.

Compass-V2 Technical Report Direct Language Model Alignment from Online AI Feedback

Reference 28

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source=arxiv_source observed=2026-08-16T11:28:01.800466Z digest=sha256:ee11091badceae70ce9071d5ed24d94f583d8e4628fe751cffc28a4f2566378f

Observation 5ea6a54a-2864-45c1-9ed4-1ffcd9641805 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Compass-V2 Technical Report Measuring Massive Multitask Language Understanding

Reference 29

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source=arxiv_source observed=2026-08-16T11:28:01.803603Z digest=sha256:c190a95489a292a75b980314fb4c8fb51bd0251dd20bfd5e38b3509c47d65cb3

Observation 810f06d4-d65d-4d1e-8f90-36afa70d11b1 · outbound

This paper cites Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.

Compass-V2 Technical Report Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation

Reference 30

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source=arxiv_source observed=2026-08-16T11:28:01.806939Z digest=sha256:9ac4318b05f42c7365f9752053c07f8ec026f41b6b2fcb45dc5fed3c3018a595

Observation 21822459-475f-4089-bd52-0fecd4cf86af · outbound

This paper cites Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.

Compass-V2 Technical Report Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models

Reference 31

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no resolver link, observed 2026-08-16T11:28:01.810244Z

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source=arxiv_source observed=2026-08-16T11:28:01.810244Z digest=sha256:638ea8e5638a166007a285757286ba94ffcef365bb4ace5143e926329c112cfb

Observation 88b2fd3b-ecb5-4783-b301-6c67d4f472a1 · outbound

This paper cites T rivia QA : A large scale distantly supervised challenge dataset for reading comprehension.

Compass-V2 Technical Report T rivia QA : A large scale distantly supervised challenge dataset for reading comprehension

Reference 32

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source=arxiv_source observed=2026-08-16T11:28:01.813943Z digest=sha256:fcd39c3a014ffd12995284bf77fc7682a735ed23ff5f50f42f48eab470d118a7

Observation 069f23d8-babe-4447-8219-f8b932e16fd7 · outbound

This paper cites S entence P iece: A simple and language independent subword tokenizer and detokenizer for neural text processing.

Compass-V2 Technical Report S entence P iece: A simple and language independent subword tokenizer and detokenizer for neural text processing

Reference 33

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source=arxiv_source observed=2026-08-16T11:28:01.816665Z digest=sha256:98df23489f7cfc1748a697bb51c7b591dc2374059f04e7a16083347a3b5542ac

Observation ebe616d2-d529-4668-ac3b-d68ac288eb2b · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

Compass-V2 Technical Report Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 34

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source=arxiv_source observed=2026-08-16T11:28:01.820973Z digest=sha256:99f6491dcfef1c26ea0724ec6ac6b045d9894184176d85597087293da3c44f98

Observation 411d3ed8-dec3-4e66-9a04-da888c829244 · outbound

This paper cites RACE : Large-scale R e A ding comprehension dataset from examinations.

Compass-V2 Technical Report RACE : Large-scale R e A ding comprehension dataset from examinations

Reference 35

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no resolver link, observed 2026-08-16T11:28:01.823946Z

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source=arxiv_source observed=2026-08-16T11:28:01.823946Z digest=sha256:9a0aacc8af756b290226d88d9c307cd7c9f38737cd65f11866f6c51db25b0467

Observation 1a839830-4d6e-45d0-b9fc-076a047ce3c0 · outbound

This paper cites ChatHaruhi: Reviving Anime Character in Reality via Large Language Model.

Compass-V2 Technical Report ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

Reference 36

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source=arxiv_source observed=2026-08-16T11:28:01.827125Z digest=sha256:55d557b5ef15fc497454060dc9609f600071f4759d236fb58580c858d62a6799

Observation 0a154001-d5a4-474a-8848-2b1e4da8c264 · outbound

This paper cites Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, and Vaishaal Shankar.

Compass-V2 Technical Report Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, and Vaishaal Shankar

Reference 37

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no resolver link, observed 2026-08-16T11:28:01.830708Z

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source=arxiv_source observed=2026-08-16T11:28:01.830708Z digest=sha256:d322862c6f764b94e977a84337279c3a0c5f8f15aa0ea35644aa43df1c28d851

Observation 11356dff-2859-4a6f-a5c6-dc320abe0d77 · outbound

This paper cites DataComp-LM: In search of the next generation of training sets for language models.

Compass-V2 Technical Report DataComp-LM: In search of the next generation of training sets for language models

Reference 38

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source=arxiv_source observed=2026-08-16T11:28:01.833914Z digest=sha256:d509bec2b44586879bc4065c3cae627dbefc781b28919564367078337fdd8913

Observation 8a6b935f-faa8-4d59-a1b8-2665584333c7 · outbound

This paper cites Numinamath.

Compass-V2 Technical Report Numinamath

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.964449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.837182Z digest=sha256:995decd27be9f7c4f12007c042e23e9552eff445e4acef482e901061f4bc6784

Observation 94d20969-9ad2-4970-9c6e-e06d4747942c · outbound

This paper cites Numinamath.

Compass-V2 Technical Report Numinamath

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.953905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.840365Z digest=sha256:8ad441287caed915e36ce06fc577a6174b2005e450a8499f52e611192e3d57ed

Observation 987f4a1d-bcb4-492a-a4b8-43a5285890c8 · outbound

This paper cites Awq: Activation-aware weight quantization for llm compression and acceleration.

Compass-V2 Technical Report Awq: Activation-aware weight quantization for llm compression and acceleration

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.942379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.843546Z digest=sha256:528526cd85a9a4e6ec9d288d54f90dbe1f3da5eb3f9b79452ab32db9e3d951b7

Observation 3bd89664-f8ef-4a3e-98e4-3da5bb52d4d9 · outbound

This paper cites Few-shot Learning with Multilingual Language Models.

Compass-V2 Technical Report Few-shot Learning with Multilingual Language Models

Reference 42

Resolution
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no resolver link, observed 2026-08-16T11:28:01.847311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.847311Z digest=sha256:02add3a3649886b9f28529c09b54cf5350aa35e69cc7bfe6b6a912a4c6fe10ac

Observation cab05922-cc58-478a-b01b-95b052bdadc8 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Compass-V2 Technical Report DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 43

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no resolver link, observed 2026-08-16T11:28:01.850540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.850540Z digest=sha256:0a5e508e9f9b0ce7b37899df6516af709a330ffdde59ce8d29c1032fdf065c92

Observation 56d1ca3a-763f-40d2-ba9b-051250747c0b · outbound

This paper cites Decoupled Weight Decay Regularization.

Compass-V2 Technical Report Decoupled Weight Decay Regularization

Reference 44

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source=arxiv_source observed=2026-08-16T11:28:01.853857Z digest=sha256:be3a2bcff7d72225f6d4faaa9e14ab0ce7a9491d87c024bf01338e284604ae0d

Observation 9ed27733-db1f-4fb1-8700-c5dc88077704 · outbound

This paper cites Compass: Large Multilingual Language Model for South-east Asia.

Compass-V2 Technical Report Compass: Large Multilingual Language Model for South-east Asia

Reference 45

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no resolver link, observed 2026-08-16T11:28:01.857050Z

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source=arxiv_source observed=2026-08-16T11:28:01.857050Z digest=sha256:44adbad773d9fd82acde8e08bbc601c91e11e26e0c78973d4c08d3b73e6d3df8

Observation e7362238-541f-40ba-874f-f7b2105a6972 · outbound

This paper cites Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering.

Compass-V2 Technical Report Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.860311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.860311Z digest=sha256:df4651ddcb525e364dc33403f8e086ca333e1cf7be84ae71988739c5122751eb

Observation 4c00c31d-7e88-45a1-89f3-13a12e4bfaea · outbound

This paper cites Crosslingual generalization through multitask finetuning.

Compass-V2 Technical Report Crosslingual generalization through multitask finetuning

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.929068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.863732Z digest=sha256:ff93e2431662d0d834cd15faeee5f079f39f9ce1d6f9336f97f3bfc9b45c9fce

Observation a60911f0-21e7-4630-892d-bc2c7f27454d · outbound

This paper cites s1: Simple test-time scaling.

Compass-V2 Technical Report s1: Simple test-time scaling

Reference 48

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no resolver link, observed 2026-08-16T11:28:01.866641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.866641Z digest=sha256:40a4955d0b0203ede9f1aa4618251a5459e255235d1d3aa7b14dccc3198049e4

Observation 91a1f449-da84-4e68-bce6-51ab7d061981 · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Compass-V2 Technical Report MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 49

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no resolver link, observed 2026-08-16T11:28:01.869878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.869878Z digest=sha256:fc6b16ce6380040d90dc6491176d6287038ba2d8e9b10926f3f4c3ad746afb5f

Observation 11e7ea74-599b-4fce-b4fb-44ec0bf44d99 · outbound

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

Compass-V2 Technical Report SeaLLMs -- Large Language Models for Southeast Asia

Reference 50

Resolution
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no resolver link, observed 2026-08-16T11:28:01.873737Z

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source=arxiv_source observed=2026-08-16T11:28:01.873737Z digest=sha256:9e113563d67886ba320ccf6c77ae85d2632a41f32e6a85b1d3e5b6bb31f99bda

Observation ff8441f6-204c-49f8-96d7-5189c9ed0686 · outbound

This paper cites 2 OLMo 2 Furious.

Compass-V2 Technical Report 2 OLMo 2 Furious

Reference 51

Resolution
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no resolver link, observed 2026-08-16T11:28:01.877083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.877083Z digest=sha256:3934348f13fd63df3441ee05e830319cc6fe466815ca369bf4f8e669e1d2feec

Observation f9de8d56-e683-4c49-a0d3-a770c3e52e74 · outbound

This paper cites Learning to reason with llms.

Compass-V2 Technical Report Learning to reason with llms

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.916926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.880502Z digest=sha256:6c08758112ec8c2410760d7686c3128119be7cbcdad2964fb5de2386076ea237

Observation e3f8e861-b08d-4ed7-bb5d-ea3b78701140 · outbound

This paper cites GPT-4 Technical Report.

Compass-V2 Technical Report GPT-4 Technical Report

Reference 53

Resolution
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no resolver link, observed 2026-08-16T11:28:01.883596Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-16T11:28:01.883596Z digest=sha256:f48bce705a2ff4eb633a6f95d693c356823abebc1142f881feec26c9366f6625

Observation 3b31836c-673b-4390-b1d7-b2ac5bbcffe0 · outbound

This paper cites The fineweb datasets: Decanting the web for the finest text data at scale.

Compass-V2 Technical Report The fineweb datasets: Decanting the web for the finest text data at scale

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.904376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.886438Z digest=sha256:8a88c8ab698c30b8dbe69d1542819d323820ca99f61346efb15bcf62854fc9c6

Observation 44b2f99f-9470-428c-9688-63364f0496e2 · outbound

This paper cites ece LLM : Generalizing large language models for e-commerce from large-scale, high-quality instruction data.

Compass-V2 Technical Report ece LLM : Generalizing large language models for e-commerce from large-scale, high-quality instruction data

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.892274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.889641Z digest=sha256:b21dde0f21f121e298ccecc03d139b9301d05fe8af80e20f9848f0279e517625

Observation 34518a43-309c-4146-973d-98759a18f40b · outbound

This paper cites XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning.

Compass-V2 Technical Report XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

Reference 56

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no resolver link, observed 2026-08-16T11:28:01.892827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.892827Z digest=sha256:d4d02f1a51394ac9711bcf4fd120a542e37258a39a8a261f5826a5bb749c7664

Observation 01e77886-e867-4c1b-b6fd-66c1e7780cfe · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning.

Compass-V2 Technical Report Qwq-32b: Embracing the power of reinforcement learning

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.880650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.896245Z digest=sha256:597376a1125f32ced224c3e3eac7f9750573b8b74d4c0b327aa8f76468b1f6df

Observation e579ebd2-0059-46fa-83e0-2b5757fe7e39 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Compass-V2 Technical Report Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 58

Resolution
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no resolver link, observed 2026-08-16T11:28:01.899521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.899521Z digest=sha256:d42d59a2aaeb2708d36464ff743eae62078a6ce6b917616331261a94bef24cd7

Observation b5baa21d-f948-464c-a9e5-c5e80ef264be · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Compass-V2 Technical Report SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 59

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no resolver link, observed 2026-08-16T11:28:01.902920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.902920Z digest=sha256:11a2a6724cdf5e19664713e3c7bfba0a398da75564b70d381cdd2f15e0405572

Observation 31d12f54-4df2-4cf8-b97d-ad7641aa7fe9 · outbound

This paper cites an unresolved cited work.

Compass-V2 Technical Report Unresolved cited work

Reference 60

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no resolver link, observed 2026-08-16T11:28:01.905883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.905883Z digest=sha256:cbc7eca2e988d731938abe2085594634dba4f535a782c77d57c53dab8fc8c650

Observation e24417a7-e5f3-4d46-909e-fba9f840aff4 · outbound

This paper cites Gpqa: A graduate-level google-proof q&a benchmark.

Compass-V2 Technical Report Gpqa: A graduate-level google-proof q&a benchmark

Reference 61

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unresolved
no resolver link, observed 2026-08-16T11:28:01.908558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.908558Z digest=sha256:ff01aa860e3926e80624bde92111ff7fc1ad373dec810a371a1b3e78ba7f140a

Observation 763f14ab-ebef-41f1-9fc7-af1a384a25ae · outbound

This paper cites Neural machine translation of rare words with subword units.

Compass-V2 Technical Report Neural machine translation of rare words with subword units

Reference 62

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no resolver link, observed 2026-08-16T11:28:01.911179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.911179Z digest=sha256:c554ea4adfa963c4ccdca1925fb1e632be137a9ded9e93709afed8749b89063a

Observation be1cff8a-cd5a-41d2-a259-2c285d13b85a · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Compass-V2 Technical Report Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 63

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unresolved
no resolver link, observed 2026-08-16T11:28:01.914482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.914482Z digest=sha256:cc3c49fc7c2b228f30fccb86d568d6443d3cbd2797b49047b153e813a9c3cc27

Observation fc6b8736-49db-4266-8f7d-86c087150572 · outbound

This paper cites Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset.

Compass-V2 Technical Report Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset

Reference 64

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no resolver link, observed 2026-08-16T11:28:01.918014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.918014Z digest=sha256:b62f24f428e47948299f5e09da00f451992d7684bc72d2cff05706888c748d2d

Observation da742dde-35af-4fee-9ba0-16a6b6fcae05 · outbound

This paper cites Roformer: Enhanced transformer with rotary position embedding.

Compass-V2 Technical Report Roformer: Enhanced transformer with rotary position embedding

Reference 65

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no resolver link, observed 2026-08-16T11:28:01.921460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.921460Z digest=sha256:cb119aef536721f791071f90a33cbf322609ced03b16abe76781679c8ae0a405

Observation 5bbf98db-1f25-45a7-a16b-cee54e062a5f · outbound

This paper cites Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent.

Compass-V2 Technical Report Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent

Reference 66

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no resolver link, observed 2026-08-16T11:28:01.924986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.924986Z digest=sha256:5fccb55790e52f7c303353f9e7d31cca1d7582d95d1d2d9112495a29b9fbe831

Observation 818dc081-61a2-48f3-9832-8cf4d4da349d · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

Compass-V2 Technical Report Qwen2.5: A party of foundation models, September 2024

Reference 67

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no resolver link, observed 2026-08-16T11:28:01.929212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.929212Z digest=sha256:ef4866325e0372dfeb199ba2b6b2ea61f4bc020a5daeed6d4fc713f21315862a

Observation 4089726e-e1d0-412d-8f22-02d1c46a8d67 · outbound

This paper cites N ews QA : A machine comprehension dataset.

Compass-V2 Technical Report N ews QA : A machine comprehension dataset

Reference 68

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no resolver link, observed 2026-08-16T11:28:01.932668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.932668Z digest=sha256:f546360328bbc389d553c3e9ecac39eac5122c5f4c08e4222d2d584944451223

Observation 106ee3de-46cb-46e9-8061-21e18945aa37 · outbound

This paper cites Multilingual Language Model Pretraining using Machine-translated Data.

Compass-V2 Technical Report Multilingual Language Model Pretraining using Machine-translated Data

Reference 69

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no resolver link, observed 2026-08-16T11:28:01.935807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.935807Z digest=sha256:4f909a3c4fe843b8d5223e257aa25e4f6cce0a63d84674b9c85a504e3ab1de18

Observation 01c51489-a7f5-4de1-bef9-e2cfc419967e · outbound

This paper cites Coser: Coordinating llm-based persona simulation of established roles.

Compass-V2 Technical Report Coser: Coordinating llm-based persona simulation of established roles

Reference 70

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unresolved
no resolver link, observed 2026-08-16T11:28:01.939883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.939883Z digest=sha256:0b1bab363cb58de5f22e2da128639b5845ea4f2bf45a962f5ba4f560f8d0d601

Observation 46dd3eea-b044-4f2e-8363-0e463693948c · outbound

This paper cites Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint.

Compass-V2 Technical Report Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Reference 71

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no resolver link, observed 2026-08-16T11:28:01.943855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.943855Z digest=sha256:d5b324a31ad05fc22fa93d738bcafa9de47e07c9c4d0b9ea199bbe44af4a8ece

Observation e07c4a97-c7c8-452f-96ee-184321141d9c · outbound

This paper cites Effective Long-Context Scaling of Foundation Models.

Compass-V2 Technical Report Effective Long-Context Scaling of Foundation Models

Reference 72

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unresolved
no resolver link, observed 2026-08-16T11:28:01.947054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.947054Z digest=sha256:368a4eb28533a4456ab52fd8230ff5232153b721511a35b154ba01c69f5835e3

Observation d4e5f636-37fd-4f08-bb30-bd1e0105dc97 · outbound

This paper cites Qwen2 Technical Report.

Compass-V2 Technical Report Qwen2 Technical Report

Reference 73

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unresolved
no resolver link, observed 2026-08-16T11:28:01.950992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.950992Z digest=sha256:1186f8d308ce3c809c7a00a175831387630e4885e61f87bb1eb8c57a30b5636e

Observation b1022630-280a-4836-bb7b-f5824ee38cca · outbound

This paper cites Qwen2.5 Technical Report.

Compass-V2 Technical Report Qwen2.5 Technical Report

Reference 74

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unresolved
no resolver link, observed 2026-08-16T11:28:01.954745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.954745Z digest=sha256:1be3364cc79290366a696694fb255ab9efcb47f0bc8b3763aef6efb94c250efa

Observation 7db8d722-5246-48c8-b52d-2c4b2f2e0e25 · outbound

This paper cites an unresolved cited work.

Compass-V2 Technical Report Unresolved cited work

Reference 75

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no resolver link, observed 2026-08-16T11:28:01.958354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.958354Z digest=sha256:f5bd54cfc0551977a9bc6df6537aa83eb72b49de336e116d009530ab16b55d23

Observation b3cf960b-b0a6-4b6d-a8b1-62bcd14bfa64 · outbound

This paper cites LIMO: Less is More for Reasoning.

Compass-V2 Technical Report LIMO: Less is More for Reasoning

Reference 76

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unresolved
no resolver link, observed 2026-08-16T11:28:01.962526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.962526Z digest=sha256:c8f8f6707e4203108ebece2fd05cbc132de52133ab164cd374e1ce090ff04344

Observation a433a3a4-d352-4c4c-99cf-b5af2f41a8ca · outbound

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

Compass-V2 Technical Report HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 77

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no resolver link, observed 2026-08-16T11:28:01.965617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.965617Z digest=sha256:af01252a4a66c040aa9e3c4bd50269dd9bd1d544f5bafecaed28b7c940a8807c

Observation 95156191-ad29-4b7a-a96d-561cfaa6945a · outbound

This paper cites Root mean square layer normalization.

Compass-V2 Technical Report Root mean square layer normalization

Reference 78

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no resolver link, observed 2026-08-16T11:28:01.968847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.968847Z digest=sha256:504bcd2bb355c8044aeee0edd84dbfb1a2a9465d3c97c002d71a101d868717d0

Observation 341c99e9-2358-4c56-a2ea-477e3dfb04f2 · outbound

This paper cites Chinese open instruction generalist: A preliminary release, 2023.

Compass-V2 Technical Report Chinese open instruction generalist: A preliminary release, 2023

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.850980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.971353Z digest=sha256:b09ad8dce7c3f22237f0a77400e416c8348f58163964d387e2bbcf7a255a64e7

Observation 25d589b5-db38-42cc-8e8e-e9f4be43d38f · outbound

This paper cites MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series.

Compass-V2 Technical Report MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.974063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.974063Z digest=sha256:d38bad65788b29ea8f71fdff51c4dff80962d29ccf88d63658a65466868109ed

Observation a81a2cb4-b08a-4975-8c5d-a4ec7c6257aa · outbound

This paper cites Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods.

Compass-V2 Technical Report Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.976716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.976716Z digest=sha256:1b677f626aecff43618503ad31ba00698489d5b28a0ea2cfd4526230024111fb

Observation 5f87b422-b1f3-4201-b25a-c7f05eefa6eb · outbound

This paper cites Trade-offs in large reasoning models: An empirical analysis of deliberative and adaptive reasoning over foundational capabilities.

Compass-V2 Technical Report Trade-offs in large reasoning models: An empirical analysis of deliberative and adaptive reasoning over foundational capabilities

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.979820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.979820Z digest=sha256:ec6d131bbb02862cb4c7ef192633e787ec1724b4cdb09f8ffed84ae0b8874914

Observation 01243f5f-154e-4301-8805-b41d7edc2f69 · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Compass-V2 Technical Report PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.983081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.983081Z digest=sha256:a110f9d10723f022280bd83d26112590e2b124475c6da1aa0487a298052449ce

Observation 5d248b23-0099-4fa7-868c-d30f5e906434 · outbound

This paper cites ST-MoE: Designing Stable and Transferable Sparse Expert Models.

Compass-V2 Technical Report ST-MoE: Designing Stable and Transferable Sparse Expert Models

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.986592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.986592Z digest=sha256:b550c81a87ac1d19292754ec4caae08bfae473417e08d7fcc2a147080ffe3986

Observation 8e705cfb-a3a9-475f-b7bb-e73160bb4879 · outbound

This paper cites @esa (Ref.

Compass-V2 Technical Report @esa (Ref

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.989991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.989991Z digest=sha256:11f4064a43b2d9aae32626f2e9dc591164a1d3179c87709a9f77e539de89a742

Observation c3d56dd1-b9f5-4099-9e6a-2b122bdc4ab7 · outbound

This paper cites an unresolved cited work.

Compass-V2 Technical Report Unresolved cited work

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:01.993772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:01.993772Z digest=sha256:974449e43e1c800e28d1dca05aad16963b60de3784f97680ae5f4f93ce5cca20

Observation ad4f7f08-3f87-47bc-9eff-8f69bb7c763b · outbound

This paper cites Please summarize the following passage in Chinese, using a formal tone, no more than 50 words, and ensuring that the keyword ‘artificial intelligence’ is included.

Compass-V2 Technical Report Please summarize the following passage in Chinese, using a formal tone, no more than 50 words, and ensuring that the keyword ‘artificial intelligence’ is included

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:28:02.829229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T11:28:01.997075Z digest=sha256:de1b5ef65a597bfbb87c410d51754640700a4fb0e2e19eddc246b686d827f09d

Observation 0fd69cf0-bc15-44e7-bb86-cdf7e0ad2eec · outbound

This paper cites , " * write output.state after.block = add.period write.

Compass-V2 Technical Report , " * write output.state after.block = add.period write

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:02.001178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:02.001178Z digest=sha256:cf90ee46cb6c2f184a81757421d00fcfae5992bcd9162b4e71618086a7c5a68f

Observation 3496e062-00ab-41dc-b116-a11010a2375e · outbound

This paper cites write newline.

Compass-V2 Technical Report write newline

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-16T11:28:02.005029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:28:02.005029Z digest=sha256:c181dfba1b4d1eeb718e3f651a559eb2785c26e34090675cac777d3ce2a890ab

Pith citing papers

No inbound Pith citation observations are available.