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Paper Citation Record · LEDGER

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving

As of 17 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2505.11893.

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

pith.paper-citation-record.v1
2505.11893 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:49:43.670451Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

54 of 54 outbound references displayed

  • verified exact2
  • verified fuzzy2
  • unresolved50
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b40c543e-ba42-467b-9851-d81df6e02063 · outbound

This paper cites Learning to Generate Better Than Your LLM.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Learning to Generate Better Than Your LLM

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.450112Z digest=sha256:eefcb8fe9aa39276fc15137a1789e840b4fb0622ce24f7e8555a17b1efd02019

Observation 604c96a7-ac73-40d3-9cbd-fd423f5a0824 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.455177Z digest=sha256:d3f6e02c88a7675d9262c3d54690945e4c1beec573ee7aab5b13ca911a6f5967

Observation 0c52e878-6c4b-4f32-bb44-54c31c056928 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.459473Z digest=sha256:81621a9c52b073da56ade29d222793179991f4d806efbb22da51d5f9b60e6aae

Observation 81422fb1-5e71-4b05-8239-aa91b628ce9e · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.463746Z digest=sha256:0d3f0d989e7a579980463c133f3c339fbfce65e542d7f2c87404caab31c79273

Observation 5e870033-86ab-4a7f-9e8a-a7bf7a7badef · outbound

This paper cites Dynamic Planning with a LLM.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Dynamic Planning with a LLM

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.468230Z digest=sha256:d9217646e64bfdd8350dfd5cf9a010d1e09de294b9c6cbde23ce978fbdc66f0a

Observation 11749062-7b5c-4dfd-915b-d1662b688975 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.473333Z digest=sha256:c401b53982ff01ce0ba0341f002e959773bc323623fb9a5445085f57e1bae986

Observation 51bf1130-af0c-4c31-bbe5-d50736a19a1c · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.478393Z digest=sha256:c770dade86487965dfda79bc76c34a17d46cd65d1ad203987cf4575ebf91537e

Observation eeb88a65-7995-4357-9dad-a88189a72020 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.482200Z digest=sha256:07e001c95e836e4d346e17e9300a2a752c2a14b51a6d5efddfbc2fe347893764

Observation 7289a02e-d1e4-4372-a09b-8392a7a51c0a · outbound

This paper cites Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.491623Z digest=sha256:6605a6434480a9b057dc40e57f1de4d67261bc9fe079df77392fd44d9792e2a7

Observation ab65e4b4-36d9-4446-b23a-0e6a0b0c6ad2 · outbound

This paper cites Reinforcement Learning Problem Solving with Large Language Models.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Reinforcement Learning Problem Solving with Large Language Models

Reference 10

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verified exact
local_arxiv, observed 2026-08-15T20:49:43.912278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.496302Z digest=sha256:7ab164984abe327a92f26db296835634caf69c4738a05eaba6b7ed5a227db283

Observation 6a47a5a6-8a70-41f6-9163-a4b38df6ad2b · outbound

This paper cites Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.501514Z digest=sha256:5e247195b382bd60058034da233209aad160dce5b94402f66f41f506a1947216

Observation d9967bb1-2b49-4800-b9f2-1efd1d7bd3de · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.505807Z digest=sha256:1a75b29a6c0759f86160f7384f2ba491a5063949c8386ed5e8531136f1514e4f

Observation f53c2113-2ad1-4aa9-9c6b-fab62ae13a2c · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.509561Z digest=sha256:625df4e60d9f66a52c60d7c6df80823c4808acdb006e7636323ad62537ac823e

Observation 1a8fc7d3-bd56-4d3c-9b0a-7cbc97e4a2a4 · outbound

This paper cites AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.513087Z digest=sha256:35c5e548d022301a06c23d7f23833294e3d172cf21ddb412c7c9dbc88ff4670b

Observation 63225803-fe72-4d22-ac36-8d73dd8580cc · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.517127Z digest=sha256:0fe345a6efd98b27d18deacf837f30d095588475519b66b31a07fdd2ffbe8eaa

Observation 6f923aff-fd79-4810-88ec-df1c35318508 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 16

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raw_fallback, observed 2026-08-15T20:49:44.195220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.521019Z digest=sha256:fb6ad68974b5ec0214355708943f66761f68653040191b6f66247992f0a085ba

Observation d7531ba6-29fd-4d55-b048-fc41b190b330 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.524530Z digest=sha256:3ff688c0cf2624ab771af7b018a0f8f92c0e9e2a69b6aed16785a2e2b70f16c8

Observation f6224a7d-274a-47ae-a87a-3605cb1d3138 · outbound

This paper cites RACE: Large-scale ReAding Comprehension Dataset From Examinations.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 18

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:49:43.528196Z digest=sha256:31cfed1de7836c5e294c818dbe84ad06e1158f84443075e7682ecdfaeb937df7

Observation ecf48417-4807-46e3-87f4-b548f8bdae79 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.532258Z digest=sha256:4171c300be13405735fe4f36b7d79c5d5b90fd46790cc1f7340eb42cc2d003b8

Observation be01e576-cec5-45dd-af94-6ced6474edc7 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 20

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T20:49:43.540160Z digest=sha256:92cd35e9162d1e508b445dae6897358891b0e1b5dacb2c1f858f4e81cc28163b

Observation 3ab26e23-a256-40d8-b7a8-66156380ab95 · outbound

This paper cites LLM+P: Empowering Large Language Models with Optimal Planning Proficiency.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving LLM+P: Empowering Large Language Models with Optimal Planning Proficiency

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.543617Z digest=sha256:79b451b9fe35a854b480138db3b6258dc4889cff59341e526ff8c8c7284fe332

Observation 2ced2633-8ff0-491b-a32f-1ab4a2bbc229 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.547757Z digest=sha256:11161afe8f41052c0afc6c3f63353bd77dddaaf4d08cdc3512d7c368719f0e9d

Observation 2a6b0e02-a781-4fde-be55-440fb242d701 · outbound

This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning

Reference 23

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source=pdf_text observed=2026-08-15T20:49:43.551397Z digest=sha256:2cb3e11a37a2868369421948fff3d0244b6ec522144c34c317bf3bd697e8b2c0

Observation 0485ccc7-efb1-4d3a-8639-33cb7803e3e3 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Playing Atari with Deep Reinforcement Learning

Reference 24

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source=pdf_text observed=2026-08-15T20:49:43.555423Z digest=sha256:595c1a09deac0bbce27219ba0d3938ea1403ed07e94ba4892f17ad01520c0cf4

Observation 0fc46e1c-8bd3-40e2-8ad3-8781e8c5b971 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.559535Z digest=sha256:15db35d4f7c1d475a233d3c42e0d777a777c97e99bb2e83c8af24f1049ed26fa

Observation 1ea8e5d9-abfb-48cb-9400-04054320cad1 · outbound

This paper cites GPT-4 Technical Report.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving GPT-4 Technical Report

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.563171Z digest=sha256:e5c52d1937e2526f6158f42cf6e3fbdf2d4dc865dbd120e4c32a0ff4066b2db0

Observation 9375a8ed-21f1-44cd-b1ff-0472919e86d4 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.567540Z digest=sha256:3d4d673189b0ca009aff7f41997729b7c6e6a7a3d84bee9273daacba39a1c3d1

Observation f71232f8-5768-4db6-8e3a-6a6122e8c605 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.573098Z digest=sha256:788ba1b1f8be418dbef9e3cbd54571e0826f0f4f8fd5d939b0ad7ccda3aea665

Observation a26e5c67-b142-4a5f-9867-8ddf5f26c69d · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-15T20:49:44.103439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.577320Z digest=sha256:bc0f0995fb940ea2969a6531ef117d7b4e007c4468900a99aa26ddd3d05f3d2f

Observation fd644ff7-bd1b-4ac8-a721-3788bcdf106b · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-15T20:49:44.092315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.581285Z digest=sha256:dc459c602d33f143f5314970264f5c19e96e9149b1f3537e7084991492152dcf

Observation 42d1acf7-9917-4857-a1fa-1f82e1516790 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-15T20:49:44.079694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.586013Z digest=sha256:1cefff994a3062ae66e0f997c13c0ecdd09dd3baba3bda228fac4f81982fa773

Observation 5c28cbd2-36cc-4510-9f57-8b036f021db1 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 32

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raw_fallback, observed 2026-08-15T20:49:44.068922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.589636Z digest=sha256:8294fe780363e8ebace390c4a4bf37f2f4b9522b2e9de74ca4fdacc092baf4d2

Observation 4e48e1f2-5c50-478d-ae92-e701d8145191 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.593639Z digest=sha256:88d7975cbceb632bd1161b0eef71faae04c6a79c8d0d7af4cfcc1530fb9ff9d8

Observation df2ee14e-4adb-40f3-adb2-b7e918f4a035 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-15T20:49:44.051337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.597297Z digest=sha256:6514e50d728bac1ad01358429ac03645b1b0952194f2078fb59f970ac5188377

Observation ea9f02bc-f229-457f-b650-074758dd88c5 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.601166Z digest=sha256:0bd4e3fd4197d46d4bc3279e759e95ff1f494161e31d719f882b03204b5f0dec

Observation 163cf2a0-3e7d-4a02-93d5-9127b736fb34 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.605111Z digest=sha256:2312041085dde15c44191baebcf8b16b996588a2dafd0f2c2f364ee3e09595a8

Observation ad48a6ab-4c21-4e6f-9ee0-2038bdaaec52 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 37

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raw_fallback, observed 2026-08-15T20:49:44.033669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.608826Z digest=sha256:b0a88ba6423dc3c1f83ac93891a104ad74f38c76612c57c671f23784e627c5f7

Observation 8a30836e-610d-4722-9f25-fed679dc4037 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 38

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unresolved
no resolver link, observed 2026-08-15T20:49:43.613141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.613141Z digest=sha256:26c3b29690b31bb3999448298837ca5a00afc182857d181fb8081fb99f5f6447

Observation 59383e0e-fa48-4c4f-95f3-791984039dab · outbound

This paper cites ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT

Reference 39

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unresolved
no resolver link, observed 2026-08-15T20:49:43.617892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.617892Z digest=sha256:160ccd978cbdf2b7f87a57aff6454b4918b28a668ba4dc5a785dab59c6f6dcc3

Observation 0c3c9289-230d-4480-941a-88a652269a25 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:49:44.015037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.621839Z digest=sha256:165c88f2bfe0724364a0d348ab63e69499f7dfcb06bc2e1f3adec3258dbb4252

Observation b76696da-4c79-4a80-95d0-cece83cb2fc4 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 41

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verified exact
doi, observed 2026-08-15T20:49:44.002683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.625544Z digest=sha256:81ba05116e8e5c54c5bede86bd56aca1c1e303c0893256a44fdf54726a3a9115

Observation c154d195-e624-463a-82d2-91ef604b4cbd · outbound

This paper cites TravelPlanner: A Benchmark for Real-World Planning with Language Agents.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.629393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.629393Z digest=sha256:1622b9169d47cfe4c82c00a18a89b449477e2071a1a61413a65cc4f04c9352dc

Observation 455b8407-ff33-4fa8-b0fd-d71e0b548e53 · outbound

This paper cites Qwen2.5-1M Technical Report.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Qwen2.5-1M Technical Report

Reference 43

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unresolved
no resolver link, observed 2026-08-15T20:49:43.633606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.633606Z digest=sha256:5105d2ac6977ef1858fddd38b9d7483bca25aecac9c8250236ffe8b90bcb256d

Observation 152f3ef2-94a2-4eeb-93a8-47b224a82dbc · outbound

This paper cites Foundation Models for Decision Making: Problems, Methods, and Opportunities.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Foundation Models for Decision Making: Problems, Methods, and Opportunities

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.638776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.638776Z digest=sha256:f99961781aaca166e675b7fabc858441cf89f50cc372265c9725cdd9a0250eea

Observation f436462a-effa-480b-b91e-9b6fc9347657 · outbound

This paper cites LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving LLM Lies: Hallucinations are not Bugs, but Features as Adversarial Examples

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.642552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.642552Z digest=sha256:afb2a2084b075d5431c108838f3c4274777a9a1e76859fe09515e2dab3b547a0

Observation 69d050ae-e6bb-4e08-8fa8-4eb9fc2627c8 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.646265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.646265Z digest=sha256:04a71f625a2a1d03417f4c95276fe964cba6ad389778bb98a227285fdfb78999

Observation 523f8844-9437-4ca2-91ad-e3ba6ebc2ff3 · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:49:43.983576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.651040Z digest=sha256:81d9d836bc89b17fc2863f1c02dd7abdc32bf4f6605001dc2dc8f6ce9d9df3e8

Observation 4aff3b52-ecdb-436e-84fa-49e7259a9ede · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:49:43.972451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.655028Z digest=sha256:41bcaae4d4cece85fbfad29c0ed19791166b74a1fdf232fb0af251e178771e64

Observation f7c865ba-90df-4fcb-9de5-c1b0258333b9 · outbound

This paper cites When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.658852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.658852Z digest=sha256:70caada2460e2e1676470f23968198b9519ee7ee04ff443d62c5a66cf3238be0

Observation 05fbb8b3-3009-4d68-bbc7-97db5a40421f · outbound

This paper cites an unresolved cited work.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.662726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.662726Z digest=sha256:1d1e7cfd4c4b80d0b071638aecd2c39331f016f4af5acc17c7cf41d3d03151e4

Observation 5b096d5c-a7db-48df-a62c-344d9e1e10bc · outbound

This paper cites Least-to-Most Prompting Enables Complex Reasoning in Large Language Models.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Least-to-Most Prompting Enables Complex Reasoning in Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.666498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.666498Z digest=sha256:fdd0e4604ef519f55551b566e8c7fdc10781d44bffad74c30cbb69fed1ad2d59

Observation 16fe5723-6c0a-4741-a0b6-04095b9d801a · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving Fine-Tuning Language Models from Human Preferences

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T20:49:43.670451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:49:43.670451Z digest=sha256:6a9edcfaa021b514a9ddcf8286513bf50e0bf76ad9a221eb257a38dc7e97674e

Observation 07cea86f-cf51-4077-b963-d2109396a843 · outbound

This paper cites In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing.

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:44.168121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.536386Z digest=sha256:2f856df02bc6ef91a41483f38aa8233745947d9322ecc9f094aacd4342d79cb3

Observation 3a721040-78f4-4606-868f-ed7163cd6aa2 · outbound

This paper cites In Proceedings of the 2024 Joint In- ternational Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).

RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving In Proceedings of the 2024 Joint In- ternational Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:49:44.228985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:49:43.487335Z digest=sha256:ffe577a0ad53e35f9bac9e4b4af17bd46048ca10b7f3f0481bac9fcfa31dc0b0

Pith citing papers

No inbound Pith citation observations are available.