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API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language Model

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10664-018-9608-7openalex-snapshot
APIReal: an API recognition and linking approach for online developer forums
inferredcites →https://doi.org/10.1007/s11063-021-10547-1openalex-snapshot
Named Entity Recognition by Using XLNet-BiLSTM-CRF
inferredcites →https://doi.org/10.1007/s11431-020-1647-3openalex-snapshot
Pre-trained models for natural language processing: A survey
inferredcites →https://doi.org/10.1109/78.650093openalex-snapshot
Bidirectional recurrent neural networks
inferredcites →https://doi.org/10.1109/acpr.2015.7486599openalex-snapshot
Very deep convolutional neural network based image classification using small training sample size
inferredcites →https://doi.org/10.1109/ase.2011.6100103openalex-snapshot
Extracting structured data from natural language documents with island parsing
inferredcites →https://doi.org/10.1109/ase51524.2021.9678638openalex-snapshot
Unsupervised Labeling and Extraction of Phrase-based Concepts in Vulnerability Descriptions
inferredcites →https://doi.org/10.1109/icse.2017.48openalex-snapshot
Unsupervised Software-Specific Morphological Forms Inference from Informal Discussions
inferredcites →https://doi.org/10.1109/icsme.2016.11openalex-snapshot
Learning to Extract API Mentions from Informal Natural Language Discussions
inferredcites →https://doi.org/10.1109/icsme.2018.00028openalex-snapshot
Improving API Caveats Accessibility by Mining API Caveats Knowledge Graph
inferredcites →https://doi.org/10.1109/icws53863.2021.00043openalex-snapshot
An API Learning Service for Inexperienced Developers Based on API Knowledge Graph
inferredcites →https://doi.org/10.1109/saner.2016.10openalex-snapshot
Software-Specific Named Entity Recognition in Software Engineering Social Content
inferredcites →https://doi.org/10.1109/tii.2019.2902129openalex-snapshot
Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network
inferredcites →https://doi.org/10.1109/tsc.2022.3207273openalex-snapshot
1+1$>$2: Programming Know-What and Know-How Knowledge Fusion, Semantic Enrichment and Coherent Application
inferredcites →https://doi.org/10.1109/tse.2019.2946830openalex-snapshot
Easy-to-Deploy API Extraction by Multi-Level Feature Embedding and Transfer Learning
inferredcites →https://doi.org/10.1109/wcre.2009.44openalex-snapshot
Benchmarking Lightweight Techniques to Link E-Mails and Source Code
inferredcites →https://doi.org/10.1145/1806799.1806855openalex-snapshot
Linking e-mails and source code artifacts
inferredcites →https://doi.org/10.1145/2884781.2884800openalex-snapshot
Augmenting API documentation with insights from stack overflow
inferredcites →https://doi.org/10.1145/3238147.3238191openalex-snapshot
API method recommendation without worrying about the task-API knowledge gap
inferredcites →https://doi.org/10.1145/3324884.3416551openalex-snapshot
API-misuse detection driven by fine-grained API-constraint knowledge graph
inferredcites →https://doi.org/10.1145/3324884.3416628openalex-snapshot
Generating concept based API element comparison using a knowledge graph
inferredcites →https://doi.org/10.1145/3338906.3338971openalex-snapshot
Generating query-specific class API summaries
inferredcites →https://doi.org/10.1145/3368089.3409731openalex-snapshot
API method recommendation via explicit matching of functionality verb phrases
inferredcites →https://doi.org/10.1145/3510003.3510158openalex-snapshot
ARCLIN
inferredcites →https://doi.org/10.1145/3540250.3549113openalex-snapshot
No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence
inferredcites →https://doi.org/10.1145/3540250.3549160openalex-snapshot
How to formulate specific how-to questions in software development?
inferredcites →https://doi.org/10.1145/3551349.3556912openalex-snapshot
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code
inferredcites →https://doi.org/10.1145/3551349.3560417openalex-snapshot
PRCBERT: Prompt Learning for Requirement Classification using BERT-based Pretrained Language Models
inferredcites →https://doi.org/10.1145/3560815openalex-snapshot
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
inferredcites →https://doi.org/10.1145/3632742openalex-snapshot
An Extractive-and-Abstractive Framework for Source Code Summarization
inferredcites →https://doi.org/10.1162/neco.1989.1.4.541openalex-snapshot
Backpropagation Applied to Handwritten Zip Code Recognition
inferredcites →https://doi.org/10.1162/neco.1997.9.8.1735openalex-snapshot
Long Short-Term Memory
inferredcites →https://doi.org/10.1609/aaai.v37i4.25642openalex-snapshot
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.703openalex-snapshot
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.1openalex-snapshot
OpenUE: An Open Toolkit of Universal Extraction from Text
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.139openalex-snapshot
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
inferredcites →https://doi.org/10.18653/v1/2021.acl-short.51openalex-snapshot
Exploring Listwise Evidence Reasoning with T5 for Fact Verification
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.5openalex-snapshot
A Frustratingly Easy Approach for Entity and Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.395openalex-snapshot
Unified Structure Generation for Universal Information Extraction
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.39openalex-snapshot
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
inferredcites →https://doi.org/10.18653/v1/d19-1250openalex-snapshot
Language Models as Knowledge Bases?
inferredcites →https://doi.org/10.18653/v1/e17-2068openalex-snapshot
Bag of Tricks for Efficient Text Classification
inferredcites →https://doi.org/10.18653/v1/p16-1101openalex-snapshot
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
inferredcites →https://doi.org/10.2307/2529786openalex-snapshot
An Application of Hierarchical Kappa-type Statistics in the Assessment of Majority Agreement among Multiple Observers
inferredcites →https://doi.org/10.3115/v1/d14-1181openalex-snapshot
Convolutional Neural Networks for Sentence Classification
inferredcites →https://doi.org/10.48550/arxiv.2204.10019openalex-snapshot
Standing on the Shoulders of Giant Frozen Language Models
inferredcites →https://doi.org/10.5555/176313.176316openalex-snapshot
Class-based n -gram models of natural language
inferredcites →https://doi.org/10.5555/2337223.2337230openalex-snapshot
Recovering traceability links between an API and its learning resources

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-10344-4_1openalex-snapshot
Relation Extraction of Traditional Chinese Medicine Patents Based on Large Language Model and Diversified Semantic Interaction
inferred← citeshttps://doi.org/10.1016/j.asoc.2025.114094openalex-snapshot
Large language model augmented joint learning framework for entity-relation extraction
inferred← citeshttps://doi.org/10.1051/wujns/2026311091openalex-snapshot
On-Demand API Non-Human-Reliant Tutorial Generation by LLM-Based Across-Language Knowledge Transfer
inferred← citeshttps://doi.org/10.1109/re59067.2024.00037openalex-snapshot
Towards Understanding Contracts Grammar: A Large Language Model-Based Extractive Question-Answering Approach
inferred← citeshttps://doi.org/10.1109/sami68106.2026.11420586openalex-snapshot
Large Language Models in Software Documentation and Modeling: A Literature Review and Findings
inferred← citeshttps://doi.org/10.1109/saner60148.2024.00102openalex-snapshot
Dual Prompt-Based Few-Shot Learning for Automated Vulnerability Patch Localization
inferred← citeshttps://doi.org/10.1109/saner64311.2025.00027openalex-snapshot
Improving API Knowledge Comprehensibility: A Context-Dependent Entity Detection and Context Completion Approach Using LLM
inferred← citeshttps://doi.org/10.1109/tse.2026.3656819openalex-snapshot
iRUC: Reducing Inter-Microservice Data Communication in Data-Intensive Systems via Unified Computation
inferred← citeshttps://doi.org/10.1145/3597503.3623312openalex-snapshot
DocFlow: Extracting Taint Specifications from Software Documentation
inferred← citeshttps://doi.org/10.1145/3672458openalex-snapshot
Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed Code
inferred← citeshttps://doi.org/10.1145/3695988openalex-snapshot
Large Language Models for Software Engineering: A Systematic Literature Review
inferred← citeshttps://doi.org/10.1145/3744916.3773113openalex-snapshot
IntelliRadar: A Comprehensive Platform to Pinpoint Malicious Packages from Cyber Intelligence
inferred← citeshttps://doi.org/10.1145/3840287openalex-snapshot
Balancing Richness and Reliability: An Explore-Construct-Verify Framework for API Knowledge Graph Construction
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