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Large Language Model

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

https://github.com/debayan/pnel

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PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs

https://github.com/debayan/sigir2022-sparqlbaselines

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Modern Baselines for SPARQL Semantic Parsing

https://github.com/debrup-61/mathsensei

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MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

https://github.com/decibrain-group/dsgbench

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DSGBench: A Diverse Strategic Game Benchmark for Evaluating LLM-based Agents in Complex Decision-Making Environments

https://github.com/declare-lab/PromptDistill

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PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference

https://github.com/declare-lab/dialog-HGAT

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Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks

https://github.com/declare-lab/flacuna

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Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning

https://github.com/declare-lab/trust-align

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Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse

https://github.com/deep-polyu/awesome-graphrag

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A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

https://github.com/deep-spin/lmt_hallucinations

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Hallucinations in Large Multilingual Translation Models

https://github.com/deep-spin/tower-eval

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Tower: An Open Multilingual Large Language Model for Translation-Related Tasks

https://github.com/deep-symbolic-mathematics/llm-sr

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LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

https://github.com/deepakn97/relationPrediction

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Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

https://github.com/deepgraphlearning/astarnet

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A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs

https://github.com/deeplearnxmu/dmd

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A Dual-Perspective Metaphor Detection Framework Using Large Language Models

https://github.com/deeplearnxmu/faithful-rag

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FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation

https://github.com/deeplearnxmu/kpg-setllm

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One2set + Large Language Model: Best Partners for Keyphrase Generation

https://github.com/deepseek-ai/DeepSeek-Coder

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DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

https://github.com/deepseek-ai/deepseek-moe

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DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

https://github.com/deepseek-ai/deepseek-prover-v2

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DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition

https://github.com/deepseek-ai/janus

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JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

https://github.com/deepsoftwareanalytics/llmcodinghallucination

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LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation

https://github.com/deepspeedai/deepspeed

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Arctic Long Sequence Training: Scalable And Efficient Training For Multi-Million Token Sequences

https://github.com/delftcrowd/iui2025_convxai

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Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant

https://github.com/dellixx/tkbc-lie

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Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding

https://github.com/dellixx/transerr

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TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation

https://github.com/dengyang17/ppdpp

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Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents

https://github.com/deperiaskerre/qkg

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Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation Approach

https://github.com/dersuchendee/knowledge-augmented-generation

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Enhancing multimodal analogical reasoning with Logic Augmented Generation

https://github.com/deu30303/AdStyle

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Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection

https://github.com/devika-prog/caregiver-conversational-support-tool

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Combining Large Language Models with Tutoring System Intelligence: A Case Study in Caregiver Homework Support

https://github.com/dfdazac/blp

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Inductive Entity Representations from Text via Link Prediction

https://github.com/dfdazac/mpqe

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Message Passing Query Embedding

https://github.com/dfki-nlp/llmcheckup

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LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations

https://github.com/dhatchi711/espnet-emotional-news

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EmoNews: A Spoken Dialogue System for Expressive News Conversations

https://github.com/dialogue-evaluation/RuOpinionNE-2024

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RuOpinionNE-2024: Extraction of Opinion Tuples from Russian News Texts

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