Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:37:18.743259Z
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2501.12423.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:37:18.743259Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:10:34.759951Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T16:10:40.565491Z
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2cf42998-c2d9-4db9-a291-9bf76d390e21 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a886430-66ba-4259-92dc-e0b70034f4d1 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Physician versus large language model chatbot responses to web-based questions from autistic patients in Chinese: Cross-sectional comparative analysis
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 68528758-d40f-427d-8d8d-c886bfe004dd · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Quokka: An Open-source Large Language Model ChatBot for Material Science
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ff09debf-7379-4902-b839-188b46456286 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests On programming variability with large language model-based assistant
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d3db99c1-72e0-49c2-9a92-eae2407ef0f2 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests PAL: Program-aided Language Models
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d10bfd8c-eb56-4c5f-8a13-e9c37b870727 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests ChatVis: Automating Scientific Visualization with a Large Language Model
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9563a371-2c27-49bf-9d50-7afc53fc141a · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Ross, Fernando Martinez, Stephanie Houde, Michael Muller, and Justin D
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 63caee99-8ff4-496c-bb98-7555fb3067dd · outbound
FREYR: A Framework for Recognizing and Executing Your Requests ChatPCG: Large language model-driven reward design for procedural content generation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd8170d3-c33e-4136-87d9-b79e8dfa6012 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests ChatGPT4PCG Competition: Character-like Level Generation for Science Birds
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 09d77afb-ff2b-4bd3-869b-abd2b6520988 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests LLMGA: Multimodal large language model based generation assistant
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2019954d-4093-43cf-8559-bc781f803aa7 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Do As I Can, Not As I Say: Grounding Language in Robotic Affordances
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d98fafc7-4a63-46be-809e-a1413446b7ec · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Language models as zero-shot planners: Extracting actionable knowledge for embodied agents
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 436f6974-6fc9-4dba-97e8-397b9c8d8710 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests WebGPT: Browser-assisted question-answering with human feedback
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bc30f2d-f362-4297-919f-33a5e97281cb · outbound
FREYR: A Framework for Recognizing and Executing Your Requests How long can context length of open-source LLMs truly promise? In NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following, 2023
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 26a518ec-51f5-4374-a732-27047a6dea6e · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Function calling
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2a3d705e-6999-4520-b0f8-02b49ab11193 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 36a2335b-bfd1-449f-b5d6-28204fea68f7 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Octopus: On-device language model for function calling of software APIs
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9104d527-5716-4aaf-9caf-4e7346b8596e · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Gorilla: Large Language Model Connected with Massive APIs
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b5c6e21-a4c1-4278-af16-6f945cf08174 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Consistent game content creation via function calling for large language models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52c25ae2-9592-4d21-90df-8a576c671446 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Toolformer: Language models can teach themselves to use tools
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3dd376b4-9800-4476-a079-ce39b0174563 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests GPT4Tools: Teaching large language model to use tools via self-instruction
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f4ec2372-5fd7-4460-9746-3f1e3c3db11c · outbound
FREYR: A Framework for Recognizing and Executing Your Requests ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d20f05d1-4791-4dca-bd28-6940cd155378 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Tool-Planner: Task Planning with Clusters across Multiple Tools
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 058cbf2c-479d-4335-a417-15174a84fd4d · outbound
FREYR: A Framework for Recognizing and Executing Your Requests ReAct: Synergizing reasoning and acting in language models
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 85384180-7bc7-4d0a-9589-040d8cab3789 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests The Stuff of Thought: Language as a Window into Human Nature
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c49b44df-6f06-44c0-a5bd-83b07953c5b6 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Efficient intent detection with dual sentence encoders
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 213cf08b-0198-4eb8-b94c-b8fad34060ac · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Siddique, Fuad Jamour, Luxun Xu, and Vagelis Hristidis
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 40166358-89d7-43cb-a6b9-5d650cc7e073 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Template-based approach to zero-shot intent recognition
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 014b21c1-1875-4786-9608-0df11c5cdaa8 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests An intelligent voice interaction system based on intent recognition and large model technology in the context of electrical inspection
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 60c6ea85-ead5-4494-a90f-1c8933ecf515 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dee96cb8-41d8-473d-8067-b802013cf5dd · outbound
FREYR: A Framework for Recognizing and Executing Your Requests AI-powered chatbot for information service at Klabat University by integrating OpenAI GPT-3 with intent recognition and semantic search
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c68ea36d-5203-4a95-91ba-36e4665d71fc · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Aksyonov
Reference 32
Source-reported events for the cited work
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Observation bd3597c4-3584-42ce-ad41-4bbaaaa0e0aa · outbound
FREYR: A Framework for Recognizing and Executing Your Requests LLM- Checkup: Conversational examination of large language models via interpretability tools and self-explanations
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a0f261f0-f8b6-489a-9a73-cb93fcf0a9a2 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests LLMaker: A game level design interface using (only) natural language
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e5b97cd-025e-4547-8d06-119193444663 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Functional error handling
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 466fb57b-ba9d-48fc-a163-d17a1e6d54cd · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Self-RAG: Learning to retrieve, generate, and critique through self-reflection
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 89bdd636-3d66-4e23-b083-1560620f62a0 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Joint Repetition Suppression and Content Moderation of Large Language Models
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 001b8091-b18f-48fb-b993-f5ba545e37b0 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Creativity and machine learning: A survey
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5284e4fa-4bfe-4443-8707-5188a29736d1 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Nexusraven-v2: Surpassing gpt-4 for zero-shot function calling, 2023
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a8f8f6fe-ef19-4285-9776-aab5cbcb07ad · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Yannakakis
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d5f1dfda-6099-42ae-9da4-c4410b0e3be5 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Long-context LLMs Struggle with Long In-context Learning
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3652379-ef9f-4e42-b625-b6aa06dc93dd · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Efficient streaming language models with attention sinks
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6f41aca-5177-42e6-a895-54bea1d825ba · outbound
FREYR: A Framework for Recognizing and Executing Your Requests We need structured output
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 38f9a9ad-9606-46cc-9cef-5d72265f6dfb · outbound
FREYR: A Framework for Recognizing and Executing Your Requests SynCode: LLM Generation with Grammar Augmentation
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7ea5812-74eb-4aa3-ba82-41583e37ac95 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Grammar-constrained decoding for structured NLP tasks without finetuning
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1ff1f447-33dc-4971-87a4-0846b8446858 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Grammar-aligned decoding
Reference 46
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Unavailable: canonical work link unavailable.
Observation 13ada83f-d87c-4bf4-9ec3-2ac2f048fe0e · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Efficient Guided Generation for Large Language Models
Reference 47
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Unavailable: canonical work link unavailable.
Observation 81ca85ac-d4eb-40dd-9953-656aae3cafd3 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests On the creativity of large language models
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 468e8541-5124-4e65-a965-873657a8a930 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Is Temperature the Creativity Parameter of Large Language Models?
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19b3fcc6-5749-4d58-9a93-e8394eea1393 · outbound
FREYR: A Framework for Recognizing and Executing Your Requests From symbolic caterpillars to stochastic butterflies: Case studies in re-implementing creative systems with LLMs
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7bb3ea4d-04aa-437c-9913-4cd2058e938f · outbound
FREYR: A Framework for Recognizing and Executing Your Requests Olson, Yoshua Bengio, and Karim Jerbi
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8767d85-607a-47cf-86e7-51113642ebcc · inbound
VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization FREYR: A Framework for Recognizing and Executing Your Requests
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.