Paper Citation Record · LEDGER

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation

As of 19 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2509.23175.

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

pith.paper-citation-record.v1
2509.23175 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T12:59:00.248435Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy39
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df68aa3e-b6a0-40fa-8c06-cd645a4eef87 · outbound

This paper cites Distributed redun- dant placement for microservice-based applications at the edge.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Distributed redun- dant placement for microservice-based applications at the edge

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.846729Z

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 282bac27-95b7-4467-8444-7906bc5303be · outbound

This paper cites DAW AR: Diversity-aware web apis recommendation for mashup creation based on correlation graph.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation DAW AR: Diversity-aware web apis recommendation for mashup creation based on correlation graph

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.806929Z

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 354c9cee-a00e-4d0a-a708-25c6a65d4045 · outbound

This paper cites Understanding mashup development.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Understanding mashup development

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.800941Z

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 3666e45a-a281-4bd3-957d-b8105ebaa4a0 · outbound

This paper cites Cross-view graph alignment for mashup recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Cross-view graph alignment for mashup recommendation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.803698Z

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 f2651914-7e27-43cc-a58c-a4dbd5041714 · outbound

This paper cites Joint QoS prediction for web services based on deep fusion of features.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Joint QoS prediction for web services based on deep fusion of features

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.795473Z

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 a1cbc873-56a2-43f7-be0f-a86438641680 · outbound

This paper cites Functional and structural fusion based web api recommendations in heterogeneous networks.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Functional and structural fusion based web api recommendations in heterogeneous networks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.798361Z

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 e55c48e3-4766-44c8-9db7-41e57a87f767 · outbound

This paper cites SEHGN: semantic-enhanced heterogeneous graph network for web API recom- mendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation SEHGN: semantic-enhanced heterogeneous graph network for web API recom- mendation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.792607Z

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 0d63ed02-a833-4a07-a5b6-b0fe8780b4e0 · outbound

This paper cites Web API recommendation via leveraging content and network semantics.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Web API recommendation via leveraging content and network semantics

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.882607Z

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 ff645f3f-bf45-451e-b2f3-ad6dcc4bd155 · outbound

This paper cites API recommendation for mashup creation: A comprehensive survey.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation API recommendation for mashup creation: A comprehensive survey

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.885498Z

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 e9da8d7b-476b-4062-b22a-eb6c307c8f21 · outbound

This paper cites Deep learning framework for multi-round service bundle recommendation in iterative mashup development.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Deep learning framework for multi-round service bundle recommendation in iterative mashup development

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.894255Z

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 db724deb-31c9-4fa4-833c-e59c015966f1 · outbound

This paper cites KS-GNN: keyword search via graph neural network for web API recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation KS-GNN: keyword search via graph neural network for web API recommendation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.888749Z

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 b8036e1a-3951-432a-90db-0a979bd1086f · outbound

This paper cites Cooperative mashup embed- ding leveraging knowledge graph for web API recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Cooperative mashup embed- ding leveraging knowledge graph for web API recommendation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.900160Z

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 97c2604b-d443-4636-af08-704540a236cd · outbound

This paper cites Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:01:23.680204Z

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 d5a7371f-3294-4e74-89b4-ecaef0222909 · outbound

This paper cites Web service recommendation via integrating heterogeneous graph attention network representation and FiBiNET score prediction.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Web service recommendation via integrating heterogeneous graph attention network representation and FiBiNET score prediction

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.908973Z

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 691a0e6f-44f1-4709-a252-f7d07c3e2e83 · outbound

This paper cites ServiceBERT: A pre-trained model for web service tagging and recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation ServiceBERT: A pre-trained model for web service tagging and recommendation

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.843137Z

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 7c8c396b-4596-44d2-bdbf-3daf6da1bdae · outbound

This paper cites Personalized service recommendation with mashup group preference in heterogeneous infor- mation network.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Personalized service recommendation with mashup group preference in heterogeneous infor- mation network

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.839611Z

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 3b5375ec-cc8d-44b8-a0ac-4204bab06221 · outbound

This paper cites Mashup-oriented API recommenda- tion via random walk on knowledge graph.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Mashup-oriented API recommenda- tion via random walk on knowledge graph

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.833365Z

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 5c86e0a5-d8e5-4806-b603-a3ed0183fce1 · outbound

This paper cites Web service recommendation with reconstructed profile from mashup descriptions.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Web service recommendation with reconstructed profile from mashup descriptions

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.867993Z

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 5af5b72b-ac6b-4983-8081-771fc096b3d1 · outbound

This paper cites A semantic-based service discovery framework for collaborative environments.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation A semantic-based service discovery framework for collaborative environments

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.823233Z

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 59ed7664-da04-46e2-b106-3d150799efc3 · outbound

This paper cites A fine-grained API link prediction approach supporting mashup recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation A fine-grained API link prediction approach supporting mashup recommendation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.826549Z

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 eb389cec-1db8-4f16-8c35-af7f10ba135a · outbound

This paper cites Keyword-driven service recommendation via deep reinforced steiner tree search.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Keyword-driven service recommendation via deep reinforced steiner tree search

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.829998Z

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 e3264049-05b7-46e0-91f1-5738633dbae8 · outbound

This paper cites Functional and contextual attention- based LSTM for service recommendation in mashup creation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Functional and contextual attention- based LSTM for service recommendation in mashup creation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.836441Z

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 a7f1bafc-0b72-4572-aa1a-83217620b258 · outbound

This paper cites A recommender agent for software libraries: An evaluation of memory-based and model-based collaborative filtering.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation A recommender agent for software libraries: An evaluation of memory-based and model-based collaborative filtering

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.865157Z

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 ea9c67e4-8c26-46f7-a715-f67033d25e5d · outbound

This paper cites Collabo- rative web service quality prediction via exploiting matrix factorization and network map.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Collabo- rative web service quality prediction via exploiting matrix factorization and network map

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.906192Z

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 a310c8ca-e9b8-4ab4-908e-f2582806e0b3 · outbound

This paper cites CSCF: A mashup service rec- ommendation approach based on content similarity and collaborative filtering.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation CSCF: A mashup service rec- ommendation approach based on content similarity and collaborative filtering

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.809967Z

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 414321d5-b3e4-4a8f-9dfa-c055e7b44aaa · outbound

This paper cites QoS-Aware web service recom- mendation via collaborative filtering.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation QoS-Aware web service recom- mendation via collaborative filtering

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.819117Z

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 c5a1316a-c2b6-4024-8011-3e7512a896ef · outbound

This paper cites Geographic-aware collaborative filtering for web service recommen- dation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Geographic-aware collaborative filtering for web service recommen- dation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.816192Z

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 0f7232b1-a9f9-42f8-b9a4-ddca462191b8 · outbound

This paper cites Mashup recommendation by regularizing matrix factorization with API co- invocations.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Mashup recommendation by regularizing matrix factorization with API co- invocations

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.897154Z

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 407dfc99-68aa-4835-bee5-3d68cf0aa13d · outbound

This paper cites Web ser- vice recommendation based on word embedding and topic model.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Web ser- vice recommendation based on word embedding and topic model

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.876633Z

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 8e0964b2-7b9c-44a8-a879-9d4959cd4d85 · outbound

This paper cites Factorization machine based service recommendation on heterogeneous information networks.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Factorization machine based service recommendation on heterogeneous information networks

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.873765Z

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 4667b7c2-4629-40b1-9a0c-acb578d68b49 · outbound

This paper cites How to make latent factors interpretable by feeding factorization machines with knowledge graphs.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation How to make latent factors interpretable by feeding factorization machines with knowledge graphs

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.871013Z

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 f7503616-db9b-4a01-9f26-16dbc6c7666f · outbound

This paper cites NAFM: neural and attentional factorization machine for web API recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation NAFM: neural and attentional factorization machine for web API recommendation

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.879506Z

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 f740770f-058b-4155-a28f-6f516e6f771e · outbound

This paper cites Attentional matrix fac- torization with context and co-invocation for service recommendation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Attentional matrix fac- torization with context and co-invocation for service recommendation

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.891508Z

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 f9de903f-bf16-4e37-807e-14d9de1232f5 · outbound

This paper cites Category-aware API clustering and distributed recommendation for automatic mashup creation.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Category-aware API clustering and distributed recommendation for automatic mashup creation

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.902964Z

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 90331b9c-ce06-44eb-901a-7ec9981e992d · outbound

This paper cites Mashup-oriented web API recommendation via multi-model fusion and multi-task learning.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Mashup-oriented web API recommendation via multi-model fusion and multi-task learning

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.813195Z

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 94a1b4f4-9861-4d89-a23a-35bfba56726e · outbound

This paper cites On the systematic development of domain-specific mashup tools for end users.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation On the systematic development of domain-specific mashup tools for end users

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.850030Z

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 ac808513-374e-4b7c-a899-4de7533fdee1 · outbound

This paper cites Effi- cient learning of multiple NLP tasks via collective weight factorization on BERT.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Effi- cient learning of multiple NLP tasks via collective weight factorization on BERT

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.853163Z

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 1386c6d1-9866-42ed-a945-516e4730829a · outbound

This paper cites Attention is all you need.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Attention is all you need

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.859109Z

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 619bcfbe-8638-491a-af5a-b2e36fbd78da · outbound

This paper cites Efficient long- range transformers: You need to attend more, but not necessarily at every layer.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Efficient long- range transformers: You need to attend more, but not necessarily at every layer

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.856139Z

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 96fddbcb-e74c-4668-b156-8d5eb3f2aeaf · outbound

This paper cites Sentence-BERT: Sentence embeddings using siamese bert-networks.

WARBERT: A Hierarchical BERT-based Model for Web API Recommendation Sentence-BERT: Sentence embeddings using siamese bert-networks

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T13:01:24.861915Z

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.

Pith citing papers

No inbound Pith citation observations are available.