KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models | Paper Citation Record

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This paper cites Large Language Models and Knowledge Graphs: Opportunities and Challenges.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Large Language Models and Knowledge Graphs: Opportunities and Challenges

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This paper cites Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques

Reference 2

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This paper cites Hwang, Chandra Bhagavatula, and Ronan Le Bras et al.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Hwang, Chandra Bhagavatula, and Ronan Le Bras et al

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This paper cites Cambria, Shaoxiong Ji, and Shirui Pan et al.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Cambria, Shaoxiong Ji, and Shirui Pan et al

Reference 4

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This paper cites Cambria et al.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Cambria et al

Reference 5

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This paper cites Improving knowledge graph representation learning by structure contextual pre-training.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Improving knowledge graph representation learning by structure contextual pre-training

Reference 6

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Observation 3c0c7924-1f35-41dc-bff5-4bb4286ac2e9 · outbound

This paper cites Enhancing Knowledge Graph Construction Using Large Language Models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Enhancing Knowledge Graph Construction Using Large Language Models

Reference 7

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Observation 8d778eaf-6427-4e02-acd1-69b5443d79f6 · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 8

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This paper cites A survey on knowledge graph embedding.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models A survey on knowledge graph embedding

Reference 9

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Observation 55b829b0-1491-4d74-8e34-a20f965cc538 · outbound

This paper cites Mem-kgc: Masked entity model for knowledge graph completion with pre-trained language model.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Mem-kgc: Masked entity model for knowledge graph completion with pre-trained language model

Reference 11

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Observation af6dafa8-631f-45d1-9bc6-1c7137e0f2f0 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 12

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Observation e8ba730e-70dd-4584-9c44-6e60975c6fbf · outbound

This paper cites Translating embeddings for modeling multi-relational data.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Translating embeddings for modeling multi-relational data

Reference 14

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This paper cites Translating embeddings for modeling multi-relational data.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Translating embeddings for modeling multi-relational data

Reference 16

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Observation 4738e9ce-a869-4d8c-9729-72df5e8cddc2 · outbound

This paper cites Embedding Entities and Relations for Learning and Inference in Knowledge Bases.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Embedding Entities and Relations for Learning and Inference in Knowledge Bases

Reference 17

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Observation f946dcbd-3c08-43cc-91eb-8cde5c4a74c8 · outbound

This paper cites Learning entity and relation embeddings for knowledge graph completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Learning entity and relation embeddings for knowledge graph completion

Reference 18

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Observation b54d192f-d4e7-48dd-9bd7-33d8e0920274 · outbound

This paper cites Complex embeddings for simple link prediction.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Complex embeddings for simple link prediction

Reference 19

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This paper cites Holographic embeddings of knowledge graphs.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Holographic embeddings of knowledge graphs

Reference 20

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Observation b9fcda89-21ed-4f70-a219-d99b63c69c4e · outbound

This paper cites Representing text for joint embedding of text and knowledge bases.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Representing text for joint embedding of text and knowledge bases

Reference 21

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This paper cites Knowledge graph representation with jointly structural and textual encoding.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Knowledge graph representation with jointly structural and textual encoding

Reference 22

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This paper cites Representation learning with entity topics for knowledge graphs.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Representation learning with entity topics for knowledge graphs

Reference 23

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This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models BERT: Pre-training of deep bidirectional transformers for language understanding

Reference 25

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This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 26

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This paper cites Kg-bert: Bert for knowledge graph completion,.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Kg-bert: Bert for knowledge graph completion,

Reference 27

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This paper cites Kepler: A unified model for knowledge embedding and pre-trained language representation.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Kepler: A unified model for knowledge embedding and pre-trained language representation

Reference 28

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This paper cites Reasoning through memorization: Nearest neighbor knowledge graph embeddings.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Reasoning through memorization: Nearest neighbor knowledge graph embeddings

Reference 29

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This paper cites GPT-4 Technical Report.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models GPT-4 Technical Report

Reference 30

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This paper cites Language models are few-shot learners.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Language models are few-shot learners

Reference 31

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This paper cites LLaMA: Open and Efficient Foundation Language Models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 32

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This paper cites Exploring Large Language Models for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Exploring Large Language Models for Knowledge Graph Completion

Reference 33

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This paper cites Contextualization Distillation from Large Language Model for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Contextualization Distillation from Large Language Model for Knowledge Graph Completion

Reference 34

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This paper cites Enhancing text-based knowledge graph completion with zero-shot large language models: A focus on semantic enhancement,.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Enhancing text-based knowledge graph completion with zero-shot large language models: A focus on semantic enhancement,

Reference 35

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This paper cites Representation Learning with Contrastive Predictive Coding.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Representation Learning with Contrastive Predictive Coding

Reference 36

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This paper cites Complex embeddings for simple link prediction.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Complex embeddings for simple link prediction

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This paper cites Convolutional 2d knowledge graph embeddings.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Convolutional 2d knowledge graph embeddings

Reference 38

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This paper cites TuckER: Tensor Factorization for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models TuckER: Tensor Factorization for Knowledge Graph Completion

Reference 39

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This paper cites Composition-based Multi-Relational Graph Convolutional Networks.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Composition-based Multi-Relational Graph Convolutional Networks

Reference 40

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This paper cites QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion

Reference 41

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This paper cites Neural bellman-ford networks: A general graph neural network framework for link prediction.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Neural bellman-ford networks: A general graph neural network framework for link prediction

Reference 42

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This paper cites Pretrain-kge: learning knowledge representation from pretrained language models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Pretrain-kge: learning knowledge representation from pretrained language models

Reference 43

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This paper cites Joint Language Semantic and Structure Embedding for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Joint Language Semantic and Structure Embedding for Knowledge Graph Completion

Reference 44

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This paper cites SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

Reference 45

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This paper cites Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion

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This paper cites Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting

Reference 47

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This paper cites KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion

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This paper cites RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

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This paper cites Quaternion knowledge graph embeddings.Advances in neural information processing systems, 32, 2019.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Quaternion knowledge graph embeddings.Advances in neural information processing systems, 32, 2019

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This paper cites Retrieval-enhanced generative model for large-scale knowledge graph completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Retrieval-enhanced generative model for large-scale knowledge graph completion

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This paper cites Representation learning of knowledge graphs with entity descriptions.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Representation learning of knowledge graphs with entity descriptions

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Expressive: A spatio-functional embedding for knowledge graph completion

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This paper cites An inductive knowledge graph embedding via combination of subgraph and type information.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models An inductive knowledge graph embedding via combination of subgraph and type information

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This paper cites A type-augmented knowledge graph embedding framework for knowledge graph completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models A type-augmented knowledge graph embedding framework for knowledge graph completion

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This paper cites Multi-task learning for knowl- edge graph completion with pre-trained language models.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Multi-task learning for knowl- edge graph completion with pre-trained language models

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This paper cites K-bert: Enabling language representation with knowledge graph.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models K-bert: Enabling language representation with knowledge graph

Reference 57

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This paper cites MLMLM: Link Prediction with Mean Likelihood Masked Language Model.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models MLMLM: Link Prediction with Mean Likelihood Masked Language Model

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This paper cites Do pre-trained models benefit knowledge graph completion? a reliable evaluation and a reasonable approach.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Do pre-trained models benefit knowledge graph completion? a reliable evaluation and a reasonable approach

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This paper cites Structure-augmented text representation learning for efficient knowledge graph completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Structure-augmented text representation learning for efficient knowledge graph completion

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This paper cites Multi-task pre-training language model for semantic network completion.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Multi-task pre-training language model for semantic network completion

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Observation c179e5c7-b8f0-4f33-a818-d67ef5e9af10 · outbound

This paper cites Robust knowledge graph completion with stacked convolutions and a student re-ranking network.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Robust knowledge graph completion with stacked convolutions and a student re-ranking network

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Inductive entity representations from text via link prediction

Reference 63

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Making Large Language Models Perform Better in Knowledge Graph Completion

Reference 64

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Contextual language models for knowledge graph completion

Reference 65

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Knowledge graph embedding by translating on hyperplanes

Reference 66

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Learning entity and relation embeddings for knowledge graph completion

Reference 67

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Knowledge graph embedding via dynamic mapping matrix

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:41.025183Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models A convolutional neural network-based model for knowledge base completion and its application to search personalization

Reference 69

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Modeling relational data with graph convolutional networks

Reference 70

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models KBGAN: Adversarial Learning for Knowledge Graph Embeddings

Reference 71

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy

Reference 72

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Lineare: Simple but powerful knowledge graph embedding for link prediction

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:41.008519Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Duality-induced regularizer for tensor factorization based knowledge graph completion

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:41.002674Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Modeling heterogeneous hierarchies with relation-specific hyperbolic cones

Reference 75

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Observation 2505a1b6-4494-4f7f-a936-7116edaed6e7 · outbound

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Rot-pro: Modeling transitivity by projection in knowledge graph embedding

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.989930Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Mem-kgc: Masked entity model for knowledge graph completion with pre-trained language model

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.982136Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Sequence-to-Sequence Knowledge Graph Completion and Question Answering

Reference 78

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Knowledge graph extension with a pre-trained language model via unified learning method

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.976044Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Language Models as Knowledge Embeddings

Reference 80

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models From discrimination to generation: Knowledge graph completion with generative transformer

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.969507Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the abstract and introduction do not include the claims made in the paper

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.962996Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Limitations

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.956567Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not include theoretical results

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.950625Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models We provide more details of the module implementation in Appendix C

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.944252Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models All datasets used for evaluation are open-sourced

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.937966Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not include experiments

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.931069Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not include experiments

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.924483Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not include experiments

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.917758Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the authors have not reviewed the NeurIPS Code of Ethics

Reference 95

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.911337Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that there is no societal impact of the work performed

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.904651Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper poses no such risks

Reference 97

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not use existing assets

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.894289Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Our source code is anonymous

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.887868Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.881485Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Guidelines: • The answer NA means that the paper does not involve crowdsourcing nor research with human subjects

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.875156Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Answer: [Yes] Justification: LLMs were employed to support the understanding and interpretation of complex technical concepts

Reference 102

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Describe the relationship between h and t given that r holds

Reference 103

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:04:40.862115Z

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Is it true that Paris is-the-capital-of France?

Reference 104

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Observation 20885f11-9bc2-4e99-bdda-f8c272ded2c1 · outbound

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Reference 2013

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models doi: 10.18653/v1/D15-1174

Reference 2015

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KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models KG-BERT: BERT for Knowledge Graph Completion

Reference 2019

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Reference 2020

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This paper cites Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement.

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement

Reference 2024

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