Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
FireAct: Toward Language Agent Fine-tuning
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 71 inbound Pith citation observations for arXiv:2310.05915.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T15:01:44.601401Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
6
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b87ab206-5067-4d51-9903-e4393ce36fea · inbound
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security cites this paper.
Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security FireAct: Toward Language Agent Fine-tuning
Reference 247
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:57:26.697334Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 646dde47-932f-4ed0-aa43-f7185d9a3607 · inbound
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search cites this paper.
Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T04:07:30.575127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 47799336-aff9-4f60-b8de-51c448c20082 · inbound
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training cites this paper.
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training FireAct: Toward Language Agent Fine-tuning
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T15:01:44.601401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f718996a-ad8b-406c-8ffd-65ecf8b4eb47 · inbound
InSTA: Towards Internet-Scale Training For Agents cites this paper.
InSTA: Towards Internet-Scale Training For Agents FireAct: Toward Language Agent Fine-tuning
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T14:24:50.313595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22b0482f-0f63-45dc-9219-3a0fb7b7248f · inbound
Digi-Q: Learning Q-Value Functions for Training Device-Control Agents cites this paper.
Digi-Q: Learning Q-Value Functions for Training Device-Control Agents FireAct: Toward Language Agent Fine-tuning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T20:57:48.380397Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a52da57-1d21-4abd-889f-50538f316495 · inbound
Effective Reinforcement Learning for Reasoning in Language Models cites this paper.
Effective Reinforcement Learning for Reasoning in Language Models FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:56:15.384955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d59dde0-aa66-4377-b779-ff008ad7da81 · inbound
Large Language Models for Planning: A Comprehensive and Systematic Survey cites this paper.
Large Language Models for Planning: A Comprehensive and Systematic Survey FireAct: Toward Language Agent Fine-tuning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:11:51.825888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e07b629-aa8e-4ecc-a5f4-db57fc4ab08d · inbound
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning cites this paper.
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:10:02.785697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24ba30b1-3a1a-4744-9b32-ffb030550847 · inbound
Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking cites this paper.
Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:06:53.740452Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acce814c-6101-497e-8130-b2be289ae051 · inbound
SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution cites this paper.
SPA-RL: Reinforcing LLM Agents via Stepwise Progress Attribution FireAct: Toward Language Agent Fine-tuning
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:53:02.795247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e23431-e069-445d-90ab-5951361985e9 · inbound
RRO: LLM Agent Optimization Through Rising Reward Trajectories cites this paper.
RRO: LLM Agent Optimization Through Rising Reward Trajectories FireAct: Toward Language Agent Fine-tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:51:41.263415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e42a0d3b-5c02-40f9-8b20-fe1b05831de5 · inbound
Agent-Environment Alignment via Automated Interface Generation cites this paper.
Agent-Environment Alignment via Automated Interface Generation FireAct: Toward Language Agent Fine-tuning
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:45:30.856512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05a885bf-085a-4741-89e4-742cb11aae9e · inbound
WebDancer: Towards Autonomous Information Seeking Agency cites this paper.
WebDancer: Towards Autonomous Information Seeking Agency FireAct: Toward Language Agent Fine-tuning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:08:59.724999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da351dd0-93da-4672-b144-ced5533be68a · inbound
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation cites this paper.
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:42:31.904774Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 622a48e0-de72-472a-a0c6-f43cbd5a0d5a · inbound
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization cites this paper.
PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:47:00.567143Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7722ca1e-4be8-49b1-b8d0-65aaa2cb1e06 · inbound
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback cites this paper.
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:30:54.902423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5753f9fc-d847-4e26-a0c5-593e07aa9abe · inbound
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games cites this paper.
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games FireAct: Toward Language Agent Fine-tuning
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T12:02:16.630032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1ac41ca7-a31c-4ac2-885e-2f056241fcbe · inbound
Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback cites this paper.
Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:03:25.898272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfbb0d56-e472-4344-ab30-6a7a09779e7c · inbound
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents cites this paper.
Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:36:42.146724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57d5bf82-b0ed-40e6-a1f0-041237f1d47e · inbound
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems cites this paper.
Knowledge Augmented Finetuning Matters in both RAG and Agent Based Dialog Systems FireAct: Toward Language Agent Fine-tuning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:59:59.720213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92f03b00-374b-4a14-9c7c-068dcff9429b · inbound
Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning cites this paper.
Unleashing Embodied Task Planning Ability in LLMs via Reinforcement Learning FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:55:00.459541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfcb3673-566d-4a51-bd5f-6caf64e3b635 · inbound
WebSailor: Navigating Super-human Reasoning for Web Agent cites this paper.
WebSailor: Navigating Super-human Reasoning for Web Agent FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T15:37:09.609424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4ece5b4b-0d92-46bc-a299-ae61de169c11 · inbound
SAND: Boosting LLM Agents with Self-Taught Action Deliberation cites this paper.
SAND: Boosting LLM Agents with Self-Taught Action Deliberation FireAct: Toward Language Agent Fine-tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:47:19.417248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6f50084-356e-42ed-b398-20cf7978c4cf · inbound
Initial Steps in Integrating Large Reasoning and Action Models for Service Composition cites this paper.
Initial Steps in Integrating Large Reasoning and Action Models for Service Composition FireAct: Toward Language Agent Fine-tuning
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:33:53.491820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3baeeb8c-e4ef-4928-8cff-4e32bae54d62 · inbound
MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning cites this paper.
MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning FireAct: Toward Language Agent Fine-tuning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:18:31.887391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d149853-178e-4757-a71c-fdf5f94f7ea8 · inbound
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey FireAct: Toward Language Agent Fine-tuning
Reference 93
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T19:21:48.752794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 233947b3-af51-43fb-aa22-d60d4dd230e7 · inbound
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems cites this paper.
Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems FireAct: Toward Language Agent Fine-tuning
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:50:10.443190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c363136c-8b56-418e-a591-d3f89be6daf9 · inbound
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization cites this paper.
On-Device Fine-Tuning via Backprop-Free Zeroth-Order Optimization FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T22:05:21.475359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a703daeb-00fa-40df-9da0-698878cdb6e4 · inbound
MemVerse: Multimodal Memory for Lifelong Learning Agents cites this paper.
MemVerse: Multimodal Memory for Lifelong Learning Agents FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T18:48:57.657515Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 701c787b-a889-4547-acf4-0b55d6b846b8 · inbound
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models cites this paper.
Lost in Execution: On the Multilingual Robustness of Tool Calling in Large Language Models FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T11:44:05.540078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215a4d4b-b014-49a7-b769-75b812a26f03 · inbound
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents cites this paper.
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents FireAct: Toward Language Agent Fine-tuning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T23:19:31.175043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2334525-f988-410c-bc05-b0a5cb16df15 · inbound
ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache cites this paper.
ForkKV: Scaling Multi-LoRA Agent Serving via Copy-on-Write Disaggregated KV Cache FireAct: Toward Language Agent Fine-tuning
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:10:54.920774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ebdc028a-c5d4-46cc-9c4e-61c78c258e34 · inbound
PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory cites this paper.
PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory FireAct: Toward Language Agent Fine-tuning
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:30:59.754002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b0613023-41f0-471c-990b-2b4ecff093f3 · inbound
From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM Agents cites this paper.
From Coarse to Fine: Self-Adaptive Hierarchical Planning for LLM Agents FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:46:10.623340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d76db5ba-0679-41f7-aad1-bd04ba976c6a · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.
Rethinking Agentic Reinforcement Learning In Large Language Models FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T10:21:29.906759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0cfc38ba-4da7-40ec-b7a5-cd2a40a62e60 · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.
Rethinking Agentic Reinforcement Learning In Large Language Models FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T22:11:17.132850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2816bf74-7e82-4ed4-bfc5-c5539c5ab24a · inbound
Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.
Rethinking Agentic Reinforcement Learning In Large Language Models FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T17:02:40.660252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 414876f4-f394-4d5f-ae80-fb49c6d560d0 · inbound
SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.
SOD: Step-wise On-policy Distillation for Small Language Model Agents FireAct: Toward Language Agent Fine-tuning
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:40:54.506607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a76083b1-83e4-42ea-9057-87b5a5a12829 · inbound
SOD: Step-wise On-policy Distillation for Small Language Model Agents cites this paper.
SOD: Step-wise On-policy Distillation for Small Language Model Agents FireAct: Toward Language Agent Fine-tuning
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T05:20:45.134981Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c713480d-1da4-4114-941f-bc60dfa7ca11 · inbound
Learning CLI Agents with Structured Action Credit under Selective Observation cites this paper.
Learning CLI Agents with Structured Action Credit under Selective Observation FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T03:00:56.420074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e71c9f61-b55d-40a9-ad30-20bcc08b828b · inbound
Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation cites this paper.
Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation FireAct: Toward Language Agent Fine-tuning
Reference 48
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T07:11:27.660465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3701cabe-b463-4441-948b-0692179f4b81 · inbound
Verifiable Process Rewards for Agentic Reasoning cites this paper.
Verifiable Process Rewards for Agentic Reasoning FireAct: Toward Language Agent Fine-tuning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:46:27.390166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 972a20b1-7617-496f-a8cf-7bf7c87c0396 · inbound
Verifiable Process Rewards for Agentic Reasoning cites this paper.
Verifiable Process Rewards for Agentic Reasoning FireAct: Toward Language Agent Fine-tuning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T22:45:07.256818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 50bf99b1-d234-4603-9715-a2fd78b34f04 · inbound
SkillGen: Verified Inference-Time Agent Skill Synthesis cites this paper.
SkillGen: Verified Inference-Time Agent Skill Synthesis FireAct: Toward Language Agent Fine-tuning
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T06:17:23.043506Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d945513a-b9ff-4c3d-8ce0-3cf7ca4ee900 · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents FireAct: Toward Language Agent Fine-tuning
Reference 87
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T05:09:45.136629Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 03da1012-3696-4a93-90a2-e6fa14d1f4d9 · inbound
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents cites this paper.
ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents FireAct: Toward Language Agent Fine-tuning
Reference 87
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T20:23:43.246128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7c719705-040b-4d02-826f-e8d9c0595458 · inbound
TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination cites this paper.
TeamTR: Trust-Region Fine-Tuning for Multi-Agent LLM Coordination FireAct: Toward Language Agent Fine-tuning
Reference 41
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T18:02:42.288078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 37d965ed-ee2c-4c4d-87e8-d9aac2c260eb · inbound
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering cites this paper.
AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering FireAct: Toward Language Agent Fine-tuning
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T13:48:19.927143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bf1dca57-c7ec-4bf1-a977-a4b09a47e521 · inbound
Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost cites this paper.
Compiling Agentic Workflows into LLM Weights: Near-Frontier Quality at Two Orders of Magnitude Less Cost FireAct: Toward Language Agent Fine-tuning
Reference 31
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T06:31:10.437580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 87fd8886-651e-4c1b-9b21-1a64611edfbf · inbound
Test-Time Deep Thinking to Explore Implicit Rules cites this paper.
Test-Time Deep Thinking to Explore Implicit Rules FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T11:54:38.220238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 38045e09-7dbd-448d-89d7-bdbc8e7d98c3 · inbound
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning cites this paper.
Agent Explorative Policy Optimization for Multimodal Agentic Reasoning FireAct: Toward Language Agent Fine-tuning
Reference 75
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T12:23:23.735371Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 64d64355-8c2a-4094-8ea1-bf6143d4dfe2 · inbound
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents cites this paper.
COMAP: Co-Evolving World Models and Agent Policies for LLM Agents FireAct: Toward Language Agent Fine-tuning
Reference 42
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T23:16:24.848399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 71ae13f4-84af-4eac-86d7-6e31862d9f7f · inbound
SaliMory: Orchestrating Cognitive Memory for Conversational Agents cites this paper.
SaliMory: Orchestrating Cognitive Memory for Conversational Agents FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T03:16:31.723007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ee620fc9-0804-4521-bc91-bd3ab31fbd65 · inbound
Self-evolving LLM agents with in-distribution Optimization cites this paper.
Self-evolving LLM agents with in-distribution Optimization FireAct: Toward Language Agent Fine-tuning
Reference 31
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T16:57:09.540367Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 93edcb76-e681-48db-94cb-a54fbdee09f9 · inbound
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents cites this paper.
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents FireAct: Toward Language Agent Fine-tuning
Reference 24
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-27T09:50:48.183424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d2f72c89-7104-4a4b-a26a-624139ce3b11 · inbound
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents cites this paper.
Training the Orchestrator: A Supervised Approach to End-to-End PDDL Planning with LLM Agents FireAct: Toward Language Agent Fine-tuning
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-04T06:59:38.128661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 698a2d61-ed51-475a-b800-89780383ac57 · inbound
AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents cites this paper.
AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T19:46:11.465290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b5074fd1-6551-4c79-8f50-a25b58c0258c · inbound
Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks cites this paper.
Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks FireAct: Toward Language Agent Fine-tuning
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T12:49:52.879268Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 8096747b-5fb9-4f05-8ddc-2319995977ba · inbound
Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents cites this paper.
Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents FireAct: Toward Language Agent Fine-tuning
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T10:05:41.381986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2444a382-c0b1-40c2-900f-f5c24b58fa44 · inbound
Atomic Task Graph: A Unified Framework for Agentic Planning and Execution cites this paper.
Atomic Task Graph: A Unified Framework for Agentic Planning and Execution FireAct: Toward Language Agent Fine-tuning
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T14:08:21.353187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56cecc91-1805-4e49-912f-9797b1ea6101 · inbound
STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training cites this paper.
STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training FireAct: Toward Language Agent Fine-tuning
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T10:50:54.419477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d8d235e-bea8-4cda-88cc-f30d8bc5c0a4 · inbound
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution cites this paper.
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution FireAct: Toward Language Agent Fine-tuning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T05:30:10.497783Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fadb3a24-6dea-449d-8890-a67f0292a037 · inbound
Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories cites this paper.
Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories FireAct: Toward Language Agent Fine-tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T10:33:54.851493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0812fa76-c88c-4290-9848-71d20c002f2b · inbound
From Outcomes to Actions: Leveraging Hindsight for Long-Horizon Language Agent Training cites this paper.
From Outcomes to Actions: Leveraging Hindsight for Long-Horizon Language Agent Training FireAct: Toward Language Agent Fine-tuning
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T09:45:49.534257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8650e116-c765-4a9c-bdf2-a1b5bc534758 · inbound
Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures cites this paper.
Procedural Knowledge Is Not Low-Rank: Why LoRA Fails to Internalize Multi-Step Procedures FireAct: Toward Language Agent Fine-tuning
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T13:17:10.198084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bda8c0e-88b7-4aa2-b1f1-f9856096f671 · inbound
Reason Before You Retrieve: Agentic Planning for Multi-modal RAG cites this paper.
Reason Before You Retrieve: Agentic Planning for Multi-modal RAG FireAct: Toward Language Agent Fine-tuning
Reference 129
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T10:20:56.153236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 212faca4-28ac-4214-93c4-009490a9726b · inbound
ODYSSE: Episode-wise Policy Optimization for Personalized Agentic Reasoning cites this paper.
ODYSSE: Episode-wise Policy Optimization for Personalized Agentic Reasoning FireAct: Toward Language Agent Fine-tuning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T02:44:29.355941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d4c95c5-497b-4e2b-9371-b8e6e72dd8c4 · inbound
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents cites this paper.
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents FireAct: Toward Language Agent Fine-tuning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-07-30T14:30:12.562879Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5191ba9d-6e22-40fb-8c00-8ee41facf7f3 · inbound
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents cites this paper.
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents FireAct: Toward Language Agent Fine-tuning
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T04:29:02.267081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b35807e4-fae5-419d-a086-825e7bb85ae3 · inbound
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems cites this paper.
Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems FireAct: Toward Language Agent Fine-tuning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T00:46:08.879772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f20d570-efd7-4c93-ab90-7707693ad3a7 · inbound
MemHarness: Memory Is Reconstructed, Not Replayed cites this paper.
MemHarness: Memory Is Reconstructed, Not Replayed FireAct: Toward Language Agent Fine-tuning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T12:39:14.155269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.