NLP

[논문리뷰]GritLM: Generative Representational Instruction Tuning (ICLR, 2025) 2025.09.18

[논문리뷰]LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders(COLM, 2024) 2025.09.17

[논문리뷰]Gecko: Versatile Text Embeddings Distilled from Large Language Models(DeepMinde, 2024) 2025.09.16

[논문리뷰]DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers(ACL, 2025) 2025.09.15

[논문리뷰]D2LLM:Decomposed and Distilled Large Language Models for Semantic Search(ACL, 2024) 2025.09.11

[논문리뷰]Memory Decoder: Memory for Large Language Models(arXiv, 2025) 2025.09.10

[논문리뷰]Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG(ICLR, 2025) 2025.09.05

[논문리뷰]Multi-level Relevance Document Identifier Learning for Generative Retrieval(ACL, 2025) 2025.08.11

[논문리뷰]Self-Retrieval: End-to-End Information Retrieval with One Large Language Model(NeurIPS, 2024) 2025.08.10

[논문리뷰]EfficientRAG: Efficient Retriever for Multi-Hop Question Answering(EMNLP, 2024) 2025.07.04

[논문리뷰]DyPRAG: Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement(2025) 2025.07.01

[논문리뷰]Parametric Retrieval Augmented Generation(SIGIR, 2025) 2025.06.23

[논문리뷰]LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation(COLING, 2025) 2025.06.16

[논문리뷰]Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering(ACL, 2024) 2025.06.15

[논문리뷰]TRACE: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation(EMNLP findings, 2024) 2025.06.13

[논문리뷰]Removal of Hallucination on Hallucination: Debate-Augmented RAG(ACL, 2025) 2025.06.11

[논문리뷰]DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation(ACL, 2025) 2025.06.10

[논문리뷰]ChainRAG: Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering 2025.06.09

[논문리뷰]BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering(ACL, 2025) 2025.06.08

[논문리뷰]Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks(WWW, 2024) 2025.01.24

[논문리뷰]ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT(SIGIR, 2020) 2024.11.04

[논문리뷰]End-to-End Beam Retrieval for Multi-Hop Question Answering(NAACL, 2024) 2024.10.25

[논문리뷰]Encoders - XLNet, MPNet, ConvBERT 2024.09.24

[논문리뷰]ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models(ACL findings, 2024) 2024.09.16

[논문리뷰]FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering(ACL, 2025) 2024.09.09

[논문리뷰]Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering(CPAL, 2025) 2024.08.09

[논문리뷰]Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models(ACL, 2024) 2024.08.02

[논문리뷰]A Knowledge-Injected Curriculum Pretraining Framework for Question Answering(WWW, 2024) 2024.07.19

[논문리뷰]Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning(ICLR, 2024) 2024.07.10

[논문리뷰]Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering(IJCKG, 2023) 2024.07.08

[논문리뷰]ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph(EMNLP, 2023) 2024.07.04

[논문리뷰]Think-On-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph(ICLR, 2024) 2024.07.02

[논문리뷰]KG-RAG: Bridging the Gap Between Knowledge and Creativity(2024) 2024.06.26

[논문리뷰]RAG: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks(NeurIPS, 2020) 2024.06.25

[논문리뷰]Reformer: The Efficient Transformer 2023.11.05

[논문리뷰]BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 2023.03.04

[논문리뷰]BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2023.03.02

[논문리뷰]GPT-1:Improving Langauge Understanding by Generative Pre-Training 2023.03.02

[논문리뷰]Transformer 구현하기 2023.03.01

[논문리뷰]Transformer: Attention Is All You Need(NeurIPS, 2017) 2023.03.01

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