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Inductive knowledge graph completion

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하위 태스크: 1
평가표: 3
보존된 평가 기록: 6

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/huggingface/transformers

공식 코드

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

https://github.com/huggingface/transformers/tree/master/examples/research_projects/rag-end2end-retriever

공식 코드

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering

https://github.com/hughvd/um-cai-fellowship

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From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries

https://github.com/huichizhou/trustrag

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TrustRAG: Enhancing Robustness and Trustworthiness in RAG

https://github.com/huihuichyan/unlimitedjudge

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An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4

https://github.com/huiminzeng/gpt-fedrec

공식 코드

Federated Recommendation via Hybrid Retrieval Augmented Generation

https://github.com/humanmllm/humanomniv2

공식 코드

HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context

https://github.com/huntila/scholarly-kgqa

공식 코드

Leveraging LLMs in Scholarly Knowledge Graph Question Answering

https://github.com/hurlab/vaccine-adjuvant-llm

공식 코드

Cancer Vaccine Adjuvant Name Recognition from Biomedical Literature using Large Language Models

https://github.com/huskyinsalt/crag

공식 코드

Corrective Retrieval Augmented Generation

https://github.com/hwanchang00/CoPriva

공식 코드

Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering

https://github.com/hwq0726/sdoh-kg

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Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare

https://github.com/hwq0726/sdohenpkg

공식 코드

Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs

https://github.com/hwwang55/MKR

공식 코드

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation

https://github.com/hwwang55/PathCon

공식 코드

Relational Message Passing for Knowledge Graph Completion

https://github.com/hwy9855/gsr

공식 코드

Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA

https://github.com/hxyscotthuang/cmpnn

공식 코드

A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs

https://github.com/hyc2026/StoryTeller

공식 코드

StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification

https://github.com/hyeonjeongha/mm-poisonrag

공식 코드

MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks

https://github.com/hyleepp/continue-kgc

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Progressive Knowledge Graph Completion

https://github.com/hymie122/rag-survey

공식 코드

Retrieval-Augmented Generation for AI-Generated Content: A Survey

https://github.com/hyren/query2box

공식 코드

Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings

https://github.com/hysonlab/biomedkg

공식 코드

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

https://github.com/hyu-nlp/hyper-cl

공식 코드

Hyper-CL: Conditioning Sentence Representations with Hypernetworks

https://github.com/hzli-ucas/stargraph

공식 코드

StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph

https://github.com/i-eval/faireval

공식 코드

Large Language Models are not Fair Evaluators

https://github.com/i40-Tools/I40KG-Embeddings

공식 코드

Unveiling Relations in the Industry 4.0 Standards Landscape based on Knowledge Graph Embeddings

https://github.com/iDEA-iSAIL-Lab-UIUC/APEX

공식 코드

APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs

https://github.com/iaar-shanghai/crud_rag

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CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

https://github.com/iaar-shanghai/datg

공식 코드

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

https://github.com/iaar-shanghai/pgrag

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Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning

https://github.com/iaar-shanghai/saferag

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SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model

https://github.com/iai-group/ginger-response-generation

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GINGER: Grounded Information Nugget-Based Generation of Responses

https://github.com/iai-group/pkg-api

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PKG API: A Tool for Personal Knowledge Graph Management

https://github.com/iamgmujtaba/scholar_search

공식 코드

ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey

https://github.com/iamryanshengwang/prometheus-chatbot

공식 코드

Prometheus Chatbot: Knowledge Graph Collaborative Large Language Model for Computer Components Recommendation

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