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Paper Citation Record · LEDGER

Towards Adaptive Mechanism Activation in Language Agent

As of 13 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2412.00722.

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

pith.paper-citation-record.v1
2412.00722 v1

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T05:09:48.018696Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

68 of 68 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb304e81-87c3-4a8e-bd65-1c1ed002d1cf · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.682071Z digest=sha256:34211978304b27af270bdadda586ea228c07e87f13ac4626b56b59113f9b17d5

Observation 9d71df7c-97e6-4bd7-ba3c-e963d9954862 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent 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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.687560Z digest=sha256:93dd60d2beb996e21223bff68d13014a86921db5025a0a95f2d3d429f0ad570a

Observation c0d92219-69ba-4bb0-ac97-e2d7f5bb591a · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.692247Z digest=sha256:3b8ad4d2fd22d6b3fb4175cdec4c214474c4e67aa26a3b0c976b3fc066e87797

Observation 82dfac2e-b71f-4168-8233-d387705176c4 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

Towards Adaptive Mechanism Activation in Language Agent Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 4

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source=arxiv_source observed=2026-08-12T05:09:47.696879Z digest=sha256:f8bdd842a0440bb28702dd6b1b99eecf2d776ea485624cad5032d4428e408e6e

Observation 9f34814a-7c57-4b67-9298-43a733790733 · outbound

This paper cites Towards Scalable Automated Alignment of LLMs: A Survey.

Towards Adaptive Mechanism Activation in Language Agent Towards Scalable Automated Alignment of LLMs: A Survey

Reference 5

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source=arxiv_source observed=2026-08-12T05:09:47.701961Z digest=sha256:94356079f90f82b98cfd9d1050489d8d25e4858cbfdefffe0032503f4bfd68ec

Observation 788502ce-303a-4407-b45f-274ef7c26a62 · outbound

This paper cites FireAct: Toward Language Agent Fine-tuning.

Towards Adaptive Mechanism Activation in Language Agent FireAct: Toward Language Agent Fine-tuning

Reference 6

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no resolver link, observed 2026-08-12T05:09:47.707320Z

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source=arxiv_source observed=2026-08-12T05:09:47.707320Z digest=sha256:72a38c74f0da50e0f01efca3be4e4e5e51fe534469ceb9399eafb8e30e7836fc

Observation 1218ee6a-0a28-4055-9885-1d2a3597e456 · outbound

This paper cites Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models.

Towards Adaptive Mechanism Activation in Language Agent Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

Reference 7

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source=arxiv_source observed=2026-08-12T05:09:47.713097Z digest=sha256:e58b6e170e57d7293bd51a7b5731cc2b3f5504feef5218a92a31d717a76c9ea7

Observation 908b0609-fece-4119-8d7c-b777465193d4 · outbound

This paper cites Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models.

Towards Adaptive Mechanism Activation in Language Agent Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Reference 8

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.718389Z digest=sha256:ff2e79d90d2efffc24a4621679a8a7ca2df1034fa502a35663cc09908451c659

Observation 7c74382a-996f-478c-b529-279d5d771c40 · outbound

This paper cites PaLM: Scaling Language Modeling with Pathways.

Towards Adaptive Mechanism Activation in Language Agent PaLM: Scaling Language Modeling with Pathways

Reference 9

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source=arxiv_source observed=2026-08-12T05:09:47.723245Z digest=sha256:9138430775478d2e67a4d58e2ab21aad41685b4f6f377c754631a55b3a780fec

Observation 6b88b24c-f6a3-47ab-93de-cf6be8f65cb9 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Towards Adaptive Mechanism Activation in Language Agent Training Verifiers to Solve Math Word Problems

Reference 10

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source=arxiv_source observed=2026-08-12T05:09:47.729265Z digest=sha256:7883d4f44ad6c6388c2e4c1248847398f55a22037b67c6039284ebf69040f4b2

Observation ae8baa3f-74bd-410d-84d2-f59578610929 · outbound

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

Towards Adaptive Mechanism Activation in Language Agent DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 11

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source=arxiv_source observed=2026-08-12T05:09:47.733693Z digest=sha256:1aded75bb2c64b75d431a16762f43e2f8aaf1dacccd24deee57d9fed92d36777

Observation c98577e1-420e-4493-ac49-9140e22d512e · outbound

This paper cites A Survey on In-context Learning.

Towards Adaptive Mechanism Activation in Language Agent A Survey on In-context Learning

Reference 12

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source=arxiv_source observed=2026-08-12T05:09:47.738697Z digest=sha256:5b50cceb59de63adf95070bf65642d73111237b73f825fbdc1c9a07aa5a4e5bb

Observation 0dbf9302-f85f-45c1-a1af-7e14f6722ec9 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

Towards Adaptive Mechanism Activation in Language Agent Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.744527Z digest=sha256:9c41fa91c550761ff6531b43f77fd1453bb691efd89c2a81ea5b4263cecaaf99

Observation 1dbff5d0-a21f-43be-a54d-bd73a15aa15a · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

Towards Adaptive Mechanism Activation in Language Agent KTO: Model Alignment as Prospect Theoretic Optimization

Reference 14

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source=arxiv_source observed=2026-08-12T05:09:47.749815Z digest=sha256:da22d859349c8afc2d3190781dfc99c19a3db96f87125157983a37e9f61e93ab

Observation 527f6ea1-899c-4c21-8a71-cf8351703520 · outbound

This paper cites Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives.

Towards Adaptive Mechanism Activation in Language Agent Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives

Reference 15

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source=arxiv_source observed=2026-08-12T05:09:47.754793Z digest=sha256:9024e0caf2ace7ae5dac0b64e8262f2386680f3ac1803e26535399fcbee9d428

Observation 166ef075-e323-4d79-b544-9937a4e8bb4a · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Towards Adaptive Mechanism Activation in Language Agent Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 16

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source=arxiv_source observed=2026-08-12T05:09:47.759472Z digest=sha256:e69d1c127eb2271a0d8c46bd20df34e33da3ef112704d6dd75ed6cf9101d9571

Observation b5aff443-cac3-470d-b8f8-2a5f3309cead · outbound

This paper cites ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving.

Towards Adaptive Mechanism Activation in Language Agent ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

Reference 17

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source=arxiv_source observed=2026-08-12T05:09:47.764468Z digest=sha256:6e3f14a8f1b0490fe93f68ea3d7efc3828c79f3b87bc168a9340390091f149a1

Observation b4a7b7f2-0a11-48cb-94df-e0610173be85 · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

Towards Adaptive Mechanism Activation in Language Agent Reinforced Self-Training (ReST) for Language Modeling

Reference 18

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source=arxiv_source observed=2026-08-12T05:09:47.769489Z digest=sha256:32b844bad34d951658326f073d95b6e0c0862e0c69b48bb0af8f6886dc659532

Observation 95cf612c-020c-47c9-9994-c8dd822ec640 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 19

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source=arxiv_source observed=2026-08-12T05:09:47.774804Z digest=sha256:ae8b2472e8deabe07565b460911a49486895bf81c34de319fa0c2db51bab810a

Observation 6d9bf560-bc9a-4d7c-81c6-cc0331bf5c47 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 20

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 96930c81-5217-4e4e-b7a9-d2ad5ff6ea32 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 21

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Observation e0c6012c-98ba-4de9-b4cc-86d6f400e423 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 22

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source=arxiv_source observed=2026-08-12T05:09:47.790207Z digest=sha256:ba07c1476f2458084ab6eb3f8e88df7b31cc9674fd65c97cebc6a1e0c6f09ddc

Observation b486f7be-142d-4523-8523-151ff225bcf7 · outbound

This paper cites Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning.

Towards Adaptive Mechanism Activation in Language Agent Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning

Reference 23

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source=arxiv_source observed=2026-08-12T05:09:47.795510Z digest=sha256:1d404312f855a47a19f6ae633efd2fe25b22fbc8f184a0af469d9b2ed3d7af6c

Observation 067a9dfc-c013-46b0-b941-0a2be21f2cc0 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 24

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source=arxiv_source observed=2026-08-12T05:09:47.800713Z digest=sha256:aeef4bd8c6663ba78323619f852b89bf6cd8bde3bae16b40ec7f266571d01d61

Observation 6916d11e-03e2-45cb-9f45-cce590ca8604 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

Towards Adaptive Mechanism Activation in Language Agent Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 25

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source=arxiv_source observed=2026-08-12T05:09:47.806220Z digest=sha256:16a4ffde32c74c6e2b7caa2ae6332e5555efa00b5c5e7684d1de70fa47f87ac6

Observation 04eb7613-4812-4cb9-bb39-fffc82405d18 · outbound

This paper cites Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing.

Towards Adaptive Mechanism Activation in Language Agent Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

Reference 26

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Observation bc1e4eb7-2aa5-4780-9569-d6aecaa63d42 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 27

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.820716Z digest=sha256:bf093965dd24f01061ac261b7202b1973bbca23d99fe5f15c63646df309b42c2

Observation fb23d629-8534-4d67-911a-d93a3f6e6212 · outbound

This paper cites SELF: Self-Evolution with Language Feedback.

Towards Adaptive Mechanism Activation in Language Agent SELF: Self-Evolution with Language Feedback

Reference 28

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Observation c4c10607-65f9-453d-804f-a3dc8d72c04b · outbound

This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.

Towards Adaptive Mechanism Activation in Language Agent WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct

Reference 29

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source=arxiv_source observed=2026-08-12T05:09:47.830043Z digest=sha256:bafed9b0e88220889a6a320c0733c2613d8819e16a1d303f155347a5ff515f9b

Observation a9f5b47e-f1f8-43c8-86db-9a8e42a8e2bf · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 30

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source=arxiv_source observed=2026-08-12T05:09:47.834499Z digest=sha256:7907c8a45b7106cee9ea89338a3faa0e41e14e589a8f3bf1500053cd0b773b71

Observation 8f8328ee-2837-42c8-a2b8-e71d766f9d93 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-12T05:09:49.004734Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation ad17ceb7-0012-4d02-a363-fd2dff24978f · outbound

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Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 32

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source=arxiv_source observed=2026-08-12T05:09:47.843726Z digest=sha256:85c4c04ebd7e8c2c87bcb027b019aff2135f035855db18ac49e9ca85c4c487f8

Observation 59367ebe-990f-4d64-b124-6c7c7986a604 · outbound

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Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 33

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source=arxiv_source observed=2026-08-12T05:09:47.848210Z digest=sha256:59bc9bcbd5aa911b416f9e546585cd8d79260178be6078a77943c78f44b6fb2a

Observation eac6c879-e4e0-4c8c-9a22-45261a669ce8 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 34

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Observation 617dc98c-166a-49c2-92cc-b13f89f19e4a · outbound

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Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 35

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Observation c75e299a-81d5-4b7c-829d-c75aee5f7afd · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 36

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Observation b1e5c64f-c158-4d57-b9e1-3b350631bd2e · outbound

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

Towards Adaptive Mechanism Activation in Language Agent Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 37

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Observation ec262328-c5bf-4c3c-b8f5-ae0b34e8a2f3 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 38

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Observation 66550e08-4378-4c2e-894f-6d469481198a · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 39

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.878116Z digest=sha256:c6c4596be5a9dde4e862b4bf26d644f06bb38fae9d414daf1e684decafd88fd3

Observation 03444401-809f-4d1a-b57c-f2f054684f8a · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 40

Resolution
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no resolver link, observed 2026-08-12T05:09:47.883307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.883307Z digest=sha256:821daca4b7d9bbe6ea8dbdda6a452b2b3b34f1329e1dde0788eb6931152c5ab9

Observation d38824da-aa0a-4a16-bb37-d80dc23f0638 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.887566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.887566Z digest=sha256:bc661b529712179df7765f46687584769c0932cd40bd651d3d7aee02fb23908c

Observation 99ba25da-7f31-497d-a26a-195632d73872 · outbound

This paper cites Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.

Towards Adaptive Mechanism Activation in Language Agent Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.892235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.892235Z digest=sha256:b423e9fad6e670c3d2fe6025efbd2bd877902f099e15e3fb1cf80cf0ce887b93

Observation 49a5ad52-5311-44df-bc66-ecd09eff3aa8 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.896725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.896725Z digest=sha256:910b4ea178a3fca17206bd72b32464af2a9b84dbdbccad5e45a4410643fec8d6

Observation 2fe37988-56fc-4a76-87c6-940dfa7d07ee · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:09:48.922964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.900785Z digest=sha256:9b3a0279806db5f32f11e1e7e7ca115ec27addf297e0cc5a60210c125fef51e5

Observation 31c34360-7f1f-4c05-aaab-4e53cdf7dfd0 · outbound

This paper cites A Survey on Self-Evolution of Large Language Models.

Towards Adaptive Mechanism Activation in Language Agent A Survey on Self-Evolution of Large Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.904984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.904984Z digest=sha256:3ad84f1807e4ebb7c1cb9f026447cac1040ce4dfd0bf475f20ea00263b90c6e6

Observation d5bcb9aa-ee17-4fb1-9c26-b4523e0b17b2 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.909602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.909602Z digest=sha256:7b1a1de7d640614d6dffe946588cbc1d4d51c66f25eae064657cfe69afbc8d89

Observation 488084e8-7ab7-4d76-a667-c6634f6e1ad5 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.914386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.914386Z digest=sha256:ded6ac07fd3d588eb25194ad0be0012c9d2ab7f79d69ce76a58cf81c89c5074c

Observation 1f11527f-9088-4f73-b740-6982e84933bc · outbound

This paper cites Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents.

Towards Adaptive Mechanism Activation in Language Agent Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.918852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.918852Z digest=sha256:e25195faf629fbbd5101b14227a3f7aea078d2f365dcbc074c6d6903d6b549c9

Observation bc6d5330-8cb1-4b8b-99d5-b4bbf28ab9ff · outbound

This paper cites SOTOPIA-$\pi$: Interactive Learning of Socially Intelligent Language Agents.

Towards Adaptive Mechanism Activation in Language Agent SOTOPIA-$\pi$: Interactive Learning of Socially Intelligent Language Agents

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.923574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.923574Z digest=sha256:03fd4a3d97998176666a17d459e9398eeb9420071677cbad1a600ae1103afdda

Observation 53c72d69-28bf-418c-9870-87f85eb76e34 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

Towards Adaptive Mechanism Activation in Language Agent Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.929149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.929149Z digest=sha256:8e8007d9570f96f3969c644fbd8ad548438868d45a855e5520dc4cd1fc1ca96f

Observation 52bfd137-9126-4ac5-a832-e0ff8b7ffd36 · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

Towards Adaptive Mechanism Activation in Language Agent Chi, Quoc V Le, and Denny Zhou

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.933701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.933701Z digest=sha256:6b903defda7b78f45632d5eff62cb20d38edf1300a3a85c0e6bb81dbe2f91989

Observation 5dc8de88-99d7-4f81-9da4-4ae10076d46a · outbound

This paper cites The Rise and Potential of Large Language Model Based Agents: A Survey.

Towards Adaptive Mechanism Activation in Language Agent The Rise and Potential of Large Language Model Based Agents: A Survey

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.938923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.938923Z digest=sha256:c919dcef9570a7e85b158aefdfb99080d3cfaf760142e51135b859d59f00bffe

Observation 03f1aaf6-a946-4a12-8d6b-55ed8d4c73d0 · outbound

This paper cites Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning.

Towards Adaptive Mechanism Activation in Language Agent Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.944328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.944328Z digest=sha256:568f9d1408c7bd69a0c8d501d465d535aa9ee2ffacdc3072a56e402c4c6901f6

Observation ffd2b526-8bbb-40e8-9ce8-9403038124d3 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:09:48.880137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.949608Z digest=sha256:7aa1922deeb16a6cc09ddec42e823dcb4764c1d3d68ceae16dcf32f6087b7f9c

Observation 38f450a0-632e-4092-aae8-d197a0018c13 · outbound

This paper cites Baichuan 2: Open Large-scale Language Models.

Towards Adaptive Mechanism Activation in Language Agent Baichuan 2: Open Large-scale Language Models

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.954070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.954070Z digest=sha256:6dabe57469780c519551f346f9c8f0c2126bcc8550c315619685fe721a7dd1be

Observation e0725a98-9ad8-44ca-870c-a8c83392faf0 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.958556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.958556Z digest=sha256:65ae700bc3f0e30c69aa3971d28ca59e0f1adca1833cd7150b3bde38a36cf4b8

Observation a342bc83-3a33-40a4-9b22-674a8e739e38 · outbound

This paper cites ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy.

Towards Adaptive Mechanism Activation in Language Agent ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.963368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.963368Z digest=sha256:926557dd48d383e1b6fa84e884739527950a85f67e9adf0e2a7d6f0eed5dc248

Observation 4eb50e13-6bd1-4b8f-865f-23ad499be17c · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.968300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.968300Z digest=sha256:684c0f31707f501382ffcfcd08ba483b57b92de0d221f3fff02b9c35922af314

Observation 45c21808-13ea-42e7-8984-f0489464025e · outbound

This paper cites Agent Lumos: Unified and Modular Training for Open-Source Language Agents.

Towards Adaptive Mechanism Activation in Language Agent Agent Lumos: Unified and Modular Training for Open-Source Language Agents

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.973153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.973153Z digest=sha256:037d586a0b6bc01c1b0e77982dd808efee2ad22c429170dbda978dc398be6149

Observation 34d8e0f1-ccca-4cfa-b5ab-8872f4cedb51 · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-12T05:09:48.857185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T05:09:47.978809Z digest=sha256:4adf186c5b218bb4b86163e9b4897fee5217a8e1110b54c586099f50be342ce2

Observation 0b4d4772-3d26-4719-94d0-a63a35b42b18 · outbound

This paper cites Advancing LLM Reasoning Generalists with Preference Trees.

Towards Adaptive Mechanism Activation in Language Agent Advancing LLM Reasoning Generalists with Preference Trees

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.983171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.983171Z digest=sha256:658cf4437b6ed00a06d281352d7c96f5f8769ab9ce9ce4265363d324529e2fcf

Observation 3638c5e6-29be-4131-a19d-6417961dda06 · outbound

This paper cites Self-Rewarding Language Models.

Towards Adaptive Mechanism Activation in Language Agent Self-Rewarding Language Models

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.987648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.987648Z digest=sha256:159237679f73503f86bb10360a6e3c806bce995ee674bb389ba87b911a871af8

Observation 081081a9-a94d-42be-83bd-99b9c40cf147 · outbound

This paper cites MAmmoTH2: Scaling Instructions from the Web.

Towards Adaptive Mechanism Activation in Language Agent MAmmoTH2: Scaling Instructions from the Web

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.993215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.993215Z digest=sha256:0a261a45506750e9eb6d2d5555b5ed6b65c6edf0d6224144a55e8660edb5cfd6

Observation 7f775a90-cb02-4669-adfa-a5859e5f6e05 · outbound

This paper cites AgentTuning: Enabling Generalized Agent Abilities for LLMs.

Towards Adaptive Mechanism Activation in Language Agent AgentTuning: Enabling Generalized Agent Abilities for LLMs

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:47.997917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:47.997917Z digest=sha256:2251628731c4fe7e3bf45a7246eed6b2cbcd62f997ada52fafd34df1be597a2e

Observation e6e2fa54-b453-4a54-8a75-5d324c94741c · outbound

This paper cites an unresolved cited work.

Towards Adaptive Mechanism Activation in Language Agent Unresolved cited work

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:48.002808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:48.002808Z digest=sha256:4f392ef158b864d869995bdbd1dbb2ce0f38cfed1cad05f3f8187cb2d50a6e93

Observation 3d5b21ed-78f2-4202-bfe1-81f4ff37267b · outbound

This paper cites Self-Discover: Large Language Models Self-Compose Reasoning Structures.

Towards Adaptive Mechanism Activation in Language Agent Self-Discover: Large Language Models Self-Compose Reasoning Structures

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:48.008775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:48.008775Z digest=sha256:3ed91bd50f56931693e53e8e48ff13919a41569596f372f23b1e8464fa8098e9

Observation 8d8c87a8-8210-4c94-9961-26705a8a7b7e · outbound

This paper cites online" 'onlinestring :=.

Towards Adaptive Mechanism Activation in Language Agent online" 'onlinestring :=

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:48.013554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:48.013554Z digest=sha256:27b1a387e91ef2df848cab2d6c58b26d8b4baca3cfadbfc377a7d409d54f65c3

Observation a4b542c0-f3c8-4198-9205-1903d99386d9 · outbound

This paper cites write newline.

Towards Adaptive Mechanism Activation in Language Agent write newline

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-12T05:09:48.018696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T05:09:48.018696Z digest=sha256:0aeb04b8c10a6c7e2325d7b0df3d9cf80f67ac7389767d589e383bc3a19c623b

Pith citing papers

No inbound Pith citation observations are available.