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Paper Citation Record · LEDGER

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.16028.

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

pith.paper-citation-record.v1
2607.16028 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:38:35.361117Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

29 of 29 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa96d33d-702c-4a95-8f8a-e204213bf579 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-01T21:38:32.111505Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.111505Z digest=sha256:ec992b252587fbd4e46201b151861c957a7cd4e4012710e5a248046fbbb70c9b

Observation 65a6f040-1ba7-4bef-9114-a48d49aaa823 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-01T21:38:32.177534Z digest=sha256:57808cdbae1fd99773c8d1abeda76207d0a888561704d38ab7b352de8032a9e5

Observation fb407f89-df1c-4b53-92f3-6ab591f40c21 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-01T21:38:32.273275Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.273275Z digest=sha256:dfad092428d49c7a5f324d99c799e9165d870e7c1be535ee96cd220c8d58a134

Observation a9beaa66-c8fa-4508-9296-5af31a75b5a4 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.373595Z digest=sha256:90df9de0ad1fb9d6946919493ea63e19ad946af05898ecf0c8369512033b696c

Observation 495b63e2-5106-4116-bfa1-1493bc8363f3 · outbound

This paper cites Moody, L.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Moody, L

Reference 5

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no resolver link, observed 2026-08-01T21:38:32.476036Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.476036Z digest=sha256:0628a4e0d1217935705beac97c6cdcd1988a297e447a66d1afbf129950f9016f

Observation 72f8a918-153d-40b1-9377-3e22155fef62 · outbound

This paper cites A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.619908Z digest=sha256:f06e4c4a8d9d796c54c861ec5aeebe75558138d3d16baa992082c57a6a6618d8

Observation a57944ed-a740-43db-b2cc-0b9916325163 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.787535Z digest=sha256:2f3988a61221f17235e7562e7dbd1749624a1c187da357c3bbc6c3e511d837c5

Observation c536a079-c56d-44df-be76-eac574e95e29 · outbound

This paper cites Proximal Policy Optimization Algorithms.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Proximal Policy Optimization Algorithms

Reference 8

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source=pdf_text observed=2026-08-01T21:38:32.881297Z digest=sha256:c97e43a62c959662fada015ed5da019dbc5c538376457050df337efbc7fd007d

Observation 0af929f5-6f33-4e84-a179-ad4ddfed3cb0 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 9

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:32.994595Z digest=sha256:570bd98839582a9722272fd3c1287f27ccc798166a3c3c4ccfd06bca458fd3d3

Observation caef9bb1-e834-4483-85d2-2d8e73a45722 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.138965Z digest=sha256:230d765f6871d0550a1b89f7ac6cb98d259eced77a80bb76a762f817a3632416

Observation ee0da0b0-c3b6-4bfb-9a1e-ef609c3b9154 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.234205Z digest=sha256:c1ddca22faa27e43713840c426ce5a3c10bd34d1a3e5927a645418715e4c5a09

Observation 56bf0143-49e8-49a3-9af0-49a909456e11 · outbound

This paper cites Learning the Market: Sentiment-Based Ensemble Trading Agents.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Learning the Market: Sentiment-Based Ensemble Trading Agents

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.314281Z digest=sha256:2125e85a2d74aa5ae8a5d310a8299b78151ee2aa688ad7b7a486043c1510ef1d

Observation 54afad01-306c-4ab3-ac3a-6338ada7344e · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-01T21:38:33.433850Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.433850Z digest=sha256:64b0509493664a604d4954a14f595b35cc8350c7e4e6d29174b016a86c300dbf

Observation bf9e67c7-b5c9-4bba-83b6-9a5f2331ec6b · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.576281Z digest=sha256:10ea8d247a6f69d9a8e0a8eaff207022ba3df8f0d089379cea071aad3ccc21b8

Observation 2ddecb4a-6bb5-49d1-baca-8a774e8013e9 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.716066Z digest=sha256:fbf93696b49cce1f5e70e41f99386e5e671f4a0f10fc9e7d1a8f625743c9c32a

Observation 594a221c-e0a9-4066-9a02-8d44bdc19e61 · outbound

This paper cites Lopez-Lira, Y.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Lopez-Lira, Y

Reference 16

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no resolver link, observed 2026-08-01T21:38:33.811603Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.811603Z digest=sha256:0c32b2168b35699029b248c7d712be66901a0bbe2c893ed625a655df575c9afa

Observation 4357921e-4ac9-42cc-92de-4453e23cc688 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-01T21:38:33.927086Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:38:33.927086Z digest=sha256:d23ff0a57850d80a7dc9576998b8fad8183f22154bd3c9a5b9e0daa96416b1f9

Observation 5c381a1f-24d1-44ce-8714-8653317da702 · outbound

This paper cites Ferrell, financial-news-multisource (revision b509ef6), 2025.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Ferrell, financial-news-multisource (revision b509ef6), 2025

Reference 18

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verified exact
doi, observed 2026-08-01T21:43:33.269584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-01T21:38:34.024504Z digest=sha256:d999e67bda1320f3bdb7c65aed00eaf6e6a1a2c7e851c7d0b30b4a0dd0b6e954

Observation 9d06ab2c-b097-4a9d-a0ee-c441e7646d5d · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-01T21:38:34.127667Z digest=sha256:33ea4d6ff5f7369720a5a292800ae3d3bca1912aed16f3fc59af4285ea0a2e04

Observation eb197a86-ed87-4256-9ed6-50f733e86556 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-01T21:38:34.205031Z digest=sha256:0ff6cf58dce3838e0b520a2a48c4502b38e0c6ae60b05de6406f158c19d2e3fa

Observation 31da996a-7409-4854-b1b3-ff66e58a8971 · outbound

This paper cites Brock, J.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Brock, J

Reference 21

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source=pdf_text observed=2026-08-01T21:38:34.351025Z digest=sha256:17d13297274397852fbfc443194016c52f56cc5e5e60375d2c54bd0250d86c8a

Observation ab30077f-d4b2-422c-a71c-23e97b1e5ec4 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-01T21:38:34.439956Z digest=sha256:c9c2968c70cabb1c1e28fc971ef2616a04442bc3d2f3536e2e35d55a24a1e28d

Observation 7e8eea95-3023-4365-a1b1-5cb441f36669 · outbound

This paper cites Appel, Technical Analysis: Power Tools for Active Investors, Financial Times Prentice Hall, 2005.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Appel, Technical Analysis: Power Tools for Active Investors, Financial Times Prentice Hall, 2005

Reference 23

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source=pdf_text observed=2026-08-01T21:38:34.546155Z digest=sha256:d06e81b0cb1fcb3d5ee0a3098d8b89ed4b6bf3b09767629262c81fcae9b368a2

Observation 4e6bdb5a-71d7-466c-80a0-332a26526111 · outbound

This paper cites Bollinger, Bollinger on Bollinger Bands, McGraw-Hill, 2001.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Bollinger, Bollinger on Bollinger Bands, McGraw-Hill, 2001

Reference 24

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source=pdf_text observed=2026-08-01T21:38:34.686670Z digest=sha256:c3d3db752fc510da71154a970fcd02b5c04e0d5572285fe27e907d10bb6796cd

Observation 1bd6fee4-e7f8-4d85-bd5b-feb8ae0a45b4 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-01T21:38:34.813948Z digest=sha256:a7cdf084e2521e3b9dc6c6b8d4a1621dccc1484df55b10840555f7ae252e6dd9

Observation 649ba8b0-195d-433d-917f-c910f6593c2c · outbound

This paper cites The Llama 3 Herd of Models.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach The Llama 3 Herd of Models

Reference 26

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source=pdf_text observed=2026-08-01T21:38:34.943800Z digest=sha256:fc3689134109329862ac9bce8c7e8815609fe6c4b0db9bee9ffb7975ee4d40a7

Observation 3f566dd1-4c66-40a5-b5ac-7d81c029425b · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-01T21:38:35.085888Z digest=sha256:f29e870e145491502c9892fb9668ba50180fc7333310b8b9f2aa5058b9c9a9ad

Observation f6c89035-e155-456d-9e2d-6ca37d7e21b4 · outbound

This paper cites an unresolved cited work.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-01T21:38:35.239795Z digest=sha256:a49c1e5d22725a3fc69c0bea73cb1dbbb7f950134dfe81a3c0c45fb0a1cb2ae4

Observation 8939809e-128e-4c9c-94d2-b1c535595401 · outbound

This paper cites van Hasselt, A.

CLaC@FinMMEval 2026 Task 3: Sentiment-Augmented Deep Reinforcement Learning for Active Trading -- An Alpha-Reward Approach van Hasselt, A

Reference 29

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source=pdf_text observed=2026-08-01T21:38:35.361117Z digest=sha256:954d6a55997fac40734b6fb9b9b493126d5cf26d3cec8e5d2424870a22ca1a21

Pith citing papers

No inbound Pith citation observations are available.