Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:30:36.109458Z
Paper Citation Record · LEDGER
Extracting Knowledge Graphs from User Stories using LangChain
As of 19 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2506.11020.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
60 of 60 outbound references displayed
- verified exact2
- verified fuzzy45
- unresolved13
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 21b893fa-ddce-4bb3-92cb-97954185bb2e · outbound
This paper cites Extracting do- main models from textual requirements in the era of large language models.
Extracting Knowledge Graphs from User Stories using LangChain Extracting do- main models from textual requirements in the era of large language models
Reference 1
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b2cfc63-7e57-434e-b2c7-5ef4b45d26d1 · outbound
This paper cites PromptNER: Prompting For Named Entity Recognition.
Extracting Knowledge Graphs from User Stories using LangChain PromptNER: Prompting For Named Entity Recognition
Reference 2
- Resolution
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- no resolver link, observed 2026-08-15T21:30:35.897575Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbc15c9c-505e-4340-bd2f-b8ded105c484 · outbound
This paper cites An ontology-based approach to automate the software development process.
Extracting Knowledge Graphs from User Stories using LangChain An ontology-based approach to automate the software development process
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.823583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fe668931-5f2a-416c-aad8-5f7052fca710 · outbound
This paper cites The agile manifesto, 2001.
Extracting Knowledge Graphs from User Stories using LangChain The agile manifesto, 2001
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.813176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8e561f0a-aa3e-41a4-a415-94afff1135d9 · outbound
This paper cites De- riving domain models from user stories: Human vs.
Extracting Knowledge Graphs from User Stories using LangChain De- riving domain models from user stories: Human vs
Reference 5
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 31f0f0fd-3327-47d4-b220-a090b84a7fad · outbound
This paper cites Domain modeling and domain engineering: Key tasks in require- ments engineering.
Extracting Knowledge Graphs from User Stories using LangChain Domain modeling and domain engineering: Key tasks in require- ments engineering
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.793733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 980eb323-f8a3-40e2-a08f-499773b89389 · outbound
This paper cites Jumping nlp curves: A review of natural language processing research.
Extracting Knowledge Graphs from User Stories using LangChain Jumping nlp curves: A review of natural language processing research
Reference 7
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d6f48885-d7c3-4786-b0ef-11842dffb626 · outbound
This paper cites A survey on evaluation of large language models.
Extracting Knowledge Graphs from User Stories using LangChain A survey on evaluation of large language models
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.774895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 277c6eba-b819-4af9-88d2-c14f1ce3dec3 · outbound
This paper cites Langchain, 2022.
Extracting Knowledge Graphs from User Stories using LangChain Langchain, 2022
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.766972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 62a17216-6c8d-49e8-9ae6-0680e7234ccc · outbound
This paper cites Llmgraphtransformer, 2023.
Extracting Knowledge Graphs from User Stories using LangChain Llmgraphtransformer, 2023
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.758042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation da27320a-571b-473f-bf80-ee9b1c0ff0e1 · outbound
This paper cites Generative ai for requirements engineering: A systematic literature review.
Extracting Knowledge Graphs from User Stories using LangChain Generative ai for requirements engineering: A systematic literature review
Reference 11
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de6b65c4-0167-4f89-8546-498fcbefaac6 · outbound
This paper cites Know your customers’ jobs to be done.
Extracting Knowledge Graphs from User Stories using LangChain Know your customers’ jobs to be done
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.748685Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 42957ae5-fd2c-42ee-9c83-0493f60ad1c6 · outbound
This paper cites User stories applied: For agile software development.
Extracting Knowledge Graphs from User Stories using LangChain User stories applied: For agile software development
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.739230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c43b68d0-c6a6-4a07-8a33-9e4f4a31eb9c · outbound
This paper cites Software Engineering Technical Committee.
Extracting Knowledge Graphs from User Stories using LangChain Software Engineering Technical Committee
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.729339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4a3fb3d2-faec-48e7-862f-7c0246a90949 · outbound
This paper cites Extracting knowledge graphs from user stories using langchain, 2024.
Extracting Knowledge Graphs from User Stories using LangChain Extracting knowledge graphs from user stories using langchain, 2024
Reference 15
- Resolution
- verified exact
- raw_fallback, observed 2026-08-15T21:30:36.305543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 10e56f3a-e4dd-465d-a0cb-6eecb793e8a1 · outbound
This paper cites Requirements data sets (user stories), July 2018.
Extracting Knowledge Graphs from User Stories using LangChain Requirements data sets (user stories), July 2018
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.719730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c4eba3e-ab3a-4796-8af7-e045fdfc028b · outbound
This paper cites Detecting terminological ambiguity in user stories: Tool and experimentation.
Extracting Knowledge Graphs from User Stories using LangChain Detecting terminological ambiguity in user stories: Tool and experimentation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.710027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 943133e0-b31e-4bc1-82ad-71b252abc116 · outbound
This paper cites Requirements engineering tools: Capa- bilities, survey and assessment.
Extracting Knowledge Graphs from User Stories using LangChain Requirements engineering tools: Capa- bilities, survey and assessment
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.699790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation da120a3a-a491-429f-8707-923047dae4cd · outbound
This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.
Extracting Knowledge Graphs from User Stories using LangChain BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:35.959262Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14f2fb4b-266d-4bd6-a9a9-b7badf5354cd · outbound
This paper cites Automatic generation of uml se- quence diagrams from user stories in scrum process.
Extracting Knowledge Graphs from User Stories using LangChain Automatic generation of uml se- quence diagrams from user stories in scrum process
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.690037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8b269186-d72d-4556-8ace-34d9c1929d9a · outbound
This paper cites Automatic transformation of user stories into uml use case diagrams using nlp techniques.
Extracting Knowledge Graphs from User Stories using LangChain Automatic transformation of user stories into uml use case diagrams using nlp techniques
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.679610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation add1185c-456a-42b9-b1c0-e98514613420 · outbound
This paper cites Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?.
Extracting Knowledge Graphs from User Stories using LangChain Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:35.970707Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bd964a6-d845-42bf-b355-1cb19e667a26 · outbound
This paper cites Large language models for software engineering: Survey and open problems.
Extracting Knowledge Graphs from User Stories using LangChain Large language models for software engineering: Survey and open problems
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.670854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bcca0c24-6d65-4dc5-a138-cddb700f5450 · outbound
This paper cites Knowledge graphs methodology, tools and selected use cases (2020).
Extracting Knowledge Graphs from User Stories using LangChain Knowledge graphs methodology, tools and selected use cases (2020)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.661175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fc119932-1a9f-4cef-902c-478e161bbce4 · outbound
This paper cites TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks.
Extracting Knowledge Graphs from User Stories using LangChain TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks
Reference 25
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T21:30:36.209424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b450a56b-df59-4fc7-bcbf-6448ea7dd2a3 · outbound
This paper cites Connecting user stories and code for test development.
Extracting Knowledge Graphs from User Stories using LangChain Connecting user stories and code for test development
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.650109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0760a6f9-3a1e-4650-818c-ed4f68733a65 · outbound
This paper cites Facts and fallacies of software engineering.
Extracting Knowledge Graphs from User Stories using LangChain Facts and fallacies of software engineering
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.639944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4c9852d7-afa9-4ee7-8a1c-cee49d963594 · outbound
This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.
Extracting Knowledge Graphs from User Stories using LangChain Large Language Models for Software Engineering: A Systematic Literature Review
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:35.992450Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d8a1e96-246a-4596-848b-a379817fdcaf · outbound
This paper cites Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions.
Extracting Knowledge Graphs from User Stories using LangChain Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:35.996339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c254b3f3-b0b9-43f9-bcb8-29b3d4927e8a · outbound
This paper cites A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph.
Extracting Knowledge Graphs from User Stories using LangChain A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:35.999881Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbe72e4f-30e3-4bf4-8a51-eb5c100fc985 · outbound
This paper cites Research Trends for the Interplay between Large Language Models and Knowledge Graphs.
Extracting Knowledge Graphs from User Stories using LangChain Research Trends for the Interplay between Large Language Models and Knowledge Graphs
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.002864Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69bd01ea-04e8-4152-962c-448bdfbf1a35 · outbound
This paper cites Extracting queryable knowledge graphs from user stories: An empirical evaluation.
Extracting Knowledge Graphs from User Stories using LangChain Extracting queryable knowledge graphs from user stories: An empirical evaluation
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.630000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2aee4f6c-9212-4f2d-97a9-335cfbb8231f · outbound
This paper cites Conditional random fields: Probabilistic models for segmenting and labeling sequence data.
Extracting Knowledge Graphs from User Stories using LangChain Conditional random fields: Probabilistic models for segmenting and labeling sequence data
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.008664Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2171bf7-280f-46c7-b4b1-6242206ba675 · outbound
This paper cites Improving agile requirements: the quality user story framework and tool.
Extracting Knowledge Graphs from User Stories using LangChain Improving agile requirements: the quality user story framework and tool
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.614984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a502fff5-ed8f-4a9a-be94-3482cc1cb552 · outbound
This paper cites Extracting conceptual models from user stories with visual narrator.
Extracting Knowledge Graphs from User Stories using LangChain Extracting conceptual models from user stories with visual narrator
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.604163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4422584b-1922-46c6-8b1f-6b3b5bbc75d2 · outbound
This paper cites An approach for knowledge graphs-based user stories in agile methodologies.
Extracting Knowledge Graphs from User Stories using LangChain An approach for knowledge graphs-based user stories in agile methodologies
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.595776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 77538c60-4c4b-424a-99b2-9db41880b927 · outbound
This paper cites Transforming conversational ai.
Extracting Knowledge Graphs from User Stories using LangChain Transforming conversational ai
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.586611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cb8aabda-da19-4829-a6c3-8f7ec8c9d571 · outbound
This paper cites Modelling agile back- logs as composable artifacts to support developers and product owners.
Extracting Knowledge Graphs from User Stories using LangChain Modelling agile back- logs as composable artifacts to support developers and product owners
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.576709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a979f587-e647-43f3-a829-f5f1c7e3df1a · outbound
This paper cites Extracting domain models from user stories- repository, 2023.
Extracting Knowledge Graphs from User Stories using LangChain Extracting domain models from user stories- repository, 2023
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.566089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 16cb0dd4-2f2f-4781-a1d3-fbb2380ddff4 · outbound
This paper cites Natural language processing: an introduction.
Extracting Knowledge Graphs from User Stories using LangChain Natural language processing: an introduction
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.033710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8d7aff8-9cdc-491a-8e9c-d3496c2e7f0a · outbound
This paper cites doccano: Text annotation tool for human, 2018.
Extracting Knowledge Graphs from User Stories using LangChain doccano: Text annotation tool for human, 2018
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.549992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9ca29a59-902c-4841-b072-d7dc37291d64 · outbound
This paper cites Towards a generation of class diagram from user stories in agile methods.
Extracting Knowledge Graphs from User Stories using LangChain Towards a generation of class diagram from user stories in agile methods
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.540058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 626d19af-ac9c-4e0a-9a6e-798efee09742 · outbound
This paper cites Neo4j - the world’s leading graph database, 2024.
Extracting Knowledge Graphs from User Stories using LangChain Neo4j - the world’s leading graph database, 2024
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.530721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cca739ce-16c3-4681-b5f5-4b757b3205c1 · outbound
This paper cites Prompt engineering, 2023.
Extracting Knowledge Graphs from User Stories using LangChain Prompt engineering, 2023
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.521166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b0aaa3a-fd43-471c-9643-1a3a01bd435e · outbound
This paper cites Chatgpt: Openai language model, 2024.
Extracting Knowledge Graphs from User Stories using LangChain Chatgpt: Openai language model, 2024
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.512891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9e9bf397-c375-45a9-bcea-ae5952f46034 · outbound
This paper cites Requirements engineering: An overview.
Extracting Knowledge Graphs from User Stories using LangChain Requirements engineering: An overview
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.504104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef16daf1-a91b-48a0-b904-b592dd4a30a8 · outbound
This paper cites User stories and natural language processing: A systematic literature review.
Extracting Knowledge Graphs from User Stories using LangChain User stories and natural language processing: A systematic literature review
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.494761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f4120b44-1867-4b65-a069-b89ff700eacd · outbound
This paper cites Automated extraction of conceptual models from user stories via nlp.
Extracting Knowledge Graphs from User Stories using LangChain Automated extraction of conceptual models from user stories via nlp
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.484316Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1b6b0182-65db-43af-a0ab-839d3e689fc2 · outbound
This paper cites ace- design/qualified-user-stories: Version 1.0, July 2023.
Extracting Knowledge Graphs from User Stories using LangChain ace- design/qualified-user-stories: Version 1.0, July 2023
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.472131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db578449-f3af-40a9-bb2d-258837b22cb8 · outbound
This paper cites The scrum guide.
Extracting Knowledge Graphs from User Stories using LangChain The scrum guide
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.462816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93554467-3684-4f11-b1ee-ab810a24c3d9 · outbound
This paper cites Revolu- tionizing mental health care through langchain: A journey with a large language model.
Extracting Knowledge Graphs from User Stories using LangChain Revolu- tionizing mental health care through langchain: A journey with a large language model
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.453204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8778015d-c3b2-4473-9d4d-1392bb78582b · outbound
This paper cites Software engineering (ed.).
Extracting Knowledge Graphs from User Stories using LangChain Software engineering (ed.)
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.442849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5a0338f5-0846-409f-8e93-ffad16e8a61e · outbound
This paper cites Handbook on ontologies.
Extracting Knowledge Graphs from User Stories using LangChain Handbook on ontologies
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.432782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 95aafdf0-6247-4bef-9cbf-a77daa85b897 · outbound
This paper cites Attention is all you need.
Extracting Knowledge Graphs from User Stories using LangChain Attention is all you need
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.088572Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a76b4616-8ba4-477e-a56c-4017811ccaba · outbound
This paper cites Unleashing chatgpt’s power: A case study on optimizing information retrieval in flipped classrooms via prompt engineering.
Extracting Knowledge Graphs from User Stories using LangChain Unleashing chatgpt’s power: A case study on optimizing information retrieval in flipped classrooms via prompt engineering
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.415208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 78fc7ddf-a18a-4b60-ad41-4f9c41bbb290 · outbound
This paper cites Chatgpt prompt patterns for improving code quality, refactoring, requirements elic- itation, and software design.
Extracting Knowledge Graphs from User Stories using LangChain Chatgpt prompt patterns for improving code quality, refactoring, requirements elic- itation, and software design
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.401931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c93a004-dd1b-4491-959c-9ea08d2efe88 · outbound
This paper cites Fundamentals of codes, graphs, and iterative decoding, volume 714.
Extracting Knowledge Graphs from User Stories using LangChain Fundamentals of codes, graphs, and iterative decoding, volume 714
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.392538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ceb502dd-b105-45c9-96a7-1e6f41954b6d · outbound
This paper cites BERTScore: Evaluating Text Generation with BERT.
Extracting Knowledge Graphs from User Stories using LangChain BERTScore: Evaluating Text Generation with BERT
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.102010Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d356b00-cfa0-4fac-b4fc-a607908c3c9e · outbound
This paper cites Natural language pro- cessing for requirements engineering: A systematic mapping study.ACM Computing Surveys (CSUR), 54(3):1–41, 2021.
Extracting Knowledge Graphs from User Stories using LangChain Natural language pro- cessing for requirements engineering: A systematic mapping study.ACM Computing Surveys (CSUR), 54(3):1–41, 2021
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T21:30:36.380606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation add0443a-d44b-4498-b61f-89bcddd18184 · outbound
This paper cites UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.
Extracting Knowledge Graphs from User Stories using LangChain UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:30:36.109458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.