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Paper Citation Record · LEDGER

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks

As of 15 July 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2604.02795.

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

pith.paper-citation-record.v1
2604.02795 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T20:24:17.788697Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+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

46 of 46 outbound references displayed

  • verified exact17
  • verified fuzzy28
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b521c8ba-dcb7-4408-a6fa-0941b63ed237 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.561741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:f101cd457687b2478042f1e6b30f7358bf4d2ff171baa4baf75bf018ad2f888a

Observation efd6b045-e849-4d57-a10e-7817195a8905 · outbound

This paper cites MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.065384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:0dd3266fa622286a3c4dc4c00612a4fdbca13543a664e5a190112df21e179868

Observation 116c81e7-532d-4382-8db7-14e1feb3cde7 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.501091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:d1140d34be48a7d80835cfbbb5c93fe1752874a3ee91f0f8858a12b46545e02c

Observation da8cb71f-bc64-48b8-b797-6162fbe235f7 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.441069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:bff058cdabe1369d0cc4396250e59a745d33922c4ccb751767dbae9028f99f5a

Observation 3dc2d42a-729f-4ca8-a238-33c3927117f0 · outbound

This paper cites arXiv preprint arXiv:2602.05758 , year =.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks arXiv preprint arXiv:2602.05758 , year =

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.075391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:f64c87572e9d0c7b7d3d310ff5161181aada41e899ab508d3bc8cc66f8b51786

Observation 25bdb2c8-00b7-4b93-8ba0-400368f22a98 · outbound

This paper cites Generalizing Verifiable Instruction Following.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Generalizing Verifiable Instruction Following

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.070453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:e704ad61ba0a8376eea59d5d8541f9ab37188c8318908d343cb5687f2fa4d3b7

Observation 543ccea0-9775-42e9-8521-5b3d8daa4844 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.456192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:d8158080b65caaff5ec6425dd58319377109744dc7daf8d5574a6354fa6f3a96

Observation 5da9ed92-d5b5-4756-a55e-af3489137d50 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.472313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:eb656b06cb70ca78768c5c1e3e921690761e7fbf9df95be8b954a036cd31663e

Observation 33b83f5b-2a6f-4022-a28c-4c1158cb413f · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.433284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:3173d6559437563b8684df9cf2aa6605bc8a4483e20763c1df1cd3d64cee0ef3

Observation 9c288509-656d-4486-b6c7-667119ca0ed2 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.459519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:4f1f08536dcb7b2a661b6fffedb34bfc97672380d5267846660d1d80b8611d01

Observation 5902e562-1a80-46a3-8933-7a6ca6ff587b · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.067924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:68802c6791faa6f1a80c1f9566249d3d761f725e4521a4ca09d516d56c387918

Observation d17dd4bd-3191-4b99-aa10-737033bff8dc · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.072869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:78828155c68651d7fa68c9c9e52db21f4ef5c1114f0de489cd8f8cfe8a2ed67e

Observation 8739e55a-103a-4e6f-95f4-f066dee9189e · outbound

This paper cites ResearchRubrics : A benchmark of prompts and rubrics for evaluating deep research agents.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks ResearchRubrics : A benchmark of prompts and rubrics for evaluating deep research agents

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.095980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:70b263bd6a5f3ff7d9de6f2c6b38ef1eec9e19323747387ab2fa305fff201c0e

Observation 6f2b12b8-3864-47d4-a1f7-9d783f69f61f · outbound

This paper cites Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.101220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:dd38c6f65af3b1e1d9f3ee05920c2fa0ca6e3525f47fa8062734679e5dbbe11d

Observation 9b45a3ec-b166-4200-b16c-1ddfe4b32318 · outbound

This paper cites A Technical Survey of Reinforcement Learning Techniques for Large Language Models.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks A Technical Survey of Reinforcement Learning Techniques for Large Language Models

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-07T02:18:25.553364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:71fc01bde90045f3b10167bb02d6462ac6676a47c154342a95ccc1cfc9f402ce

Observation ba47e0c6-3827-43df-bec8-d4b2f512ed1e · outbound

This paper cites Gtpo and grpo-s: Token and sequence-level reward shaping with policy entropy.arXiv preprint arXiv:2508.04349.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Gtpo and grpo-s: Token and sequence-level reward shaping with policy entropy.arXiv preprint arXiv:2508.04349

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.093418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:b84ec664107351579bbca5e42ee4bdd5c4c454c8c5dac9ffef4805e2d4106be2

Observation 5fbb7ee8-8053-4a12-89bb-c521314d04ef · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.548048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:884b71c13dceaac30b87df7a4c5308df5c267307c29667ea8448f6d0638003ad

Observation 1d08131e-bc68-4cac-8b13-e6311204bd50 · outbound

This paper cites Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.103827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:daf92372bf443117453d86be7ce2c346c4e92e051bda71e9b8b59688189b4d88

Observation bc0bd9bd-0311-4a83-a1e2-89d4130b0225 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.575694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:45867bf748b9824326b30d81b9a8efc10ad447ec1c3d30bfa45137899b042276

Observation 6a2f23db-da70-419b-984e-dde9af5f0f48 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.085645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:3b20a6c7a16abd5a0ce4639d5c518f7c0a219a0e090b02d701fd4604330df570

Observation b2e196ac-4874-4a8d-9041-65d2ceb53328 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.528007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:b37a55c19e0b1c688478181970c17f7083f6e09db1fdd2bd20da6d03f4820298

Observation 1e448540-d245-43f0-9ef4-c6c6c14efcf5 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.555272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:445b6537b31d3241a2245fa28fa8e51c1f8265f92e773b3ad23cdf20d1ebeb16

Observation 1dcecb14-4fe3-4540-82ce-12f68fd7f60c · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.088088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:7f92d5ceef88f9479968d33a7fbb1dd9a470ad163c0ae64a595536896727c572

Observation af59cd9a-ce83-41ac-b56d-6e79232d26c3 · outbound

This paper cites Qwen3 Technical Report.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Qwen3 Technical Report

Reference 24

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.090783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:c1b59d4cc0a962b117701ad5bf2fd8ebb17a22a949ebdb479ed00865fb08d012

Observation a6683023-e0d3-4c17-b03d-4789b51f2c2c · outbound

This paper cites MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.108897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:356149f6e11937a3a5d2ae60487b3a221114df9ba81109ca007d88c6d77deed4

Observation 0b867fb8-17c9-4b7e-a075-10d84f3e9ff0 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.531045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:78abec0cda025a2ed3b34b33c5218f1c4b76294fe0da3a732c596aff02ac083b

Observation 7f708e30-c47d-496c-ab3b-0ca8427022cf · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.534027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:0b49990119e37a89c5aa806599e8ca2ba18409e3fe2f5d27e9486562a3486f38

Observation c3766f5b-4f80-4a27-beec-a4fa59ca16cb · outbound

This paper cites InICML 2025 Workshop on Computer Use Agents.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks InICML 2025 Workshop on Computer Use Agents

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.521167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:5c2c9ace8fbf27619e41c009492d32de65f938306fdc63c552193095239a0a38

Observation f0625b53-c2ce-4d28-a35f-c3e3a6a4fcba · outbound

This paper cites Replay failures as successes: Sample-efficient reinforcement learning for instruction following.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Replay failures as successes: Sample-efficient reinforcement learning for instruction following

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.077900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:3f15d93b8c40986d42b0a101daf53285073809cb94b4c8eb2917e8b9b666dc48

Observation e283548f-166c-44cd-b6ec-712ffa72b50d · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.511969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:75cfe33b10aed63614ecbbb9f15b7bc546a388a4c95a13ece0dc7e16671ed8b3

Observation 5a1a29bc-0348-4354-bb2c-9296616cb920 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.505254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:d5a9c54dc5273566b2a734a26a52150aa4401fa8094e4ef6677d2a83ac8b24b3

Observation 532530bf-200d-4e2c-bcfd-caed5f9c56f3 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.508670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:f224d826f2b2580f442ce5d85ffbb96432c9955f2e2ef51119b8a43aff3ed4de

Observation 7a7b0f29-5a43-4fc9-a09c-ed739bb21792 · outbound

This paper cites arXiv preprint arXiv:2603.01162 , year=.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks arXiv preprint arXiv:2603.01162 , year=

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-13T20:28:14.083158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:8a479d808e44bfe3ddda014df317622121a1e1a1c4f0a0c506e0865a9ba253d2

Observation ef302106-3250-47bf-b02b-12ddd97ddcf2 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Instruction-Following Evaluation for Large Language Models

Reference 34

Resolution
verified exact
local_arxiv, observed 2026-05-13T20:28:14.106120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:c6f90553e093c6faf1c843206448a510226eec05d269924adbd570f661c8c362

Observation 70f2b176-1b0c-4f14-a4d1-3641aa04ec6e · outbound

This paper cites Breaking the exploration bottleneck: Rubric-scaffolded reinforcement learning for general llm reasoning.arXiv preprint arXiv:2508.16949.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Breaking the exploration bottleneck: Rubric-scaffolded reinforcement learning for general llm reasoning.arXiv preprint arXiv:2508.16949

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:28:14.080591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:211b69b5e2f7fce90081796c07e61e76879049895699dd79647da86eef70ab9d

Observation ba74e407-d3dd-421c-81a1-c5a96229d259 · outbound

This paper cites Instead, provide a thorough narrative that explains the ”how” and ”why” alongside the final result.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Instead, provide a thorough narrative that explains the ”how” and ”why” alongside the final result

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.516002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:eaeda1f7b08c67438bf109bf03c7cbb690bb7d994993ed029a19e59a43821ee6

Observation 6e179cd3-3267-4af1-b724-f198f6e38f68 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.478231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:40ff7694e1ea91831ef8f9649d632189c36e10fd887c31bf5bd8399d923d3578

Observation 39b2e807-0d5f-42dc-8779-2973636beb2b · outbound

This paper cites type”: “all relevant.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks type”: “all relevant

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.487413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:1ea9e6da72dc0f06de80566c7b26a73ecf60960d3f8fb2e603be5f6766080b3c

Observation 224195dc-8fd9-41f9-a128-8f90b579f70a · outbound

This paper cites all irrelevant.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks all irrelevant

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.537106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:f4c51b96fbda98805cb00135d22fd5d70a301b96e0a09824d3091c36c355fc71

Observation 1275db15-06fb-437d-be14-16125455e952 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.539993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:1dde1f9a8aba0d1dae982cf4d64f2809c91ea79bd1fc34ad03876484fa7cf874

Observation 117917bc-b524-4502-97dd-fd11b41728c7 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.542856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:7bcef39e315dd369e050a2dfbe3df1be1b35dd0bdb003ab623a5c04611ba24dd

Observation a2dd613d-b273-401d-b419-ae316a4ad7c7 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.448699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:de74ddc958b462a99aec777e420a20506621e2bea0c475135d2a2a30d6854bc9

Observation d6174ad9-c59a-4584-b6f0-f93259f9f734 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.494988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:d300e6df39f36a76068cd7b7d5f1681cd7f51c3a361a19948822640d4cd747c5

Observation 04dde211-0a9c-478e-9551-1c8fe65a64de · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.558568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:da49467f29f6bdce00902b83e02ee4fcc9e526a076ec2279011b1887868e056b

Observation 73c446d8-7499-4cb7-85a8-ccc1c45ee842 · outbound

This paper cites an unresolved cited work.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks Unresolved cited work

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.462716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:aa550470ff3d72f266e2881f7d4f2cbc1b20cbbf439aa58eb27b8731a7501e6f

Observation e91821cb-f40e-4675-8fe7-1df6372689b3 · outbound

This paper cites D Inter-Sample Token Group Normalization We first provide a formal definition ofInter-Sample Token Group Normalization, the baseline strategy discussed in Section 3.2.

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks D Inter-Sample Token Group Normalization We first provide a formal definition ofInter-Sample Token Group Normalization, the baseline strategy discussed in Section 3.2

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T01:43:39.468702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=pdf_text observed=2026-05-13T20:24:17.788697Z digest=sha256:c793fdca8f5fdf833a5b7c661b56930e579848a2e90589190711799d50c72d1d

Pith citing papers

No inbound Pith citation observations are available.