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Language Modeling

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

https://github.com/ymcui/lert

공식 코드

LERT: A Linguistically-motivated Pre-trained Language Model

https://github.com/ymcui/pert

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PERT: Pre-training BERT with Permuted Language Model

https://github.com/yoadtew/zero-shot-image-to-text

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ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic

https://github.com/yoadtew/zero-shot-video-to-text

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Zero-Shot Video Captioning with Evolving Pseudo-Tokens

https://github.com/yonatanbitton/data_efficient_masked_language_modeling_for_vision_and_language

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Data Efficient Masked Language Modeling for Vision and Language

https://github.com/yookyungkho/mav

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Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification

https://github.com/yoonkim/lstm-char-cnn

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Character-Aware Neural Language Models

https://github.com/yosukehiguchi/espnet

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Harnessing the Zero-Shot Power of Instruction-Tuned Large Language Model in End-to-End Speech Recognition

https://github.com/you68681/lpw

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Planning-Driven Programming: A Large Language Model Programming Workflow

https://github.com/youlandasu/choice-fusion

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Choice Fusion as Knowledge for Zero-Shot Dialogue State Tracking

https://github.com/youngdubbydu/llm-agent-optimization

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A Survey on the Optimization of Large Language Model-based Agents

https://github.com/youngerous/qtree

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Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation

https://github.com/youngjoo-epfl/gconvRNN

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Structured Sequence Modeling with Graph Convolutional Recurrent Networks

https://github.com/youngsheen/gpst

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Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer

https://github.com/yoyo-yun/plora

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Personalized LoRA for Human-Centered Text Understanding

https://github.com/yrf1/normsage

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NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly

https://github.com/ys-feng/DemoGraph

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Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs

https://github.com/ys-zong/foolyourvllms

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Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations

https://github.com/ysh-1998/csrec

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Common Sense Enhanced Knowledge-based Recommendation with Large Language Model

https://github.com/ysh-1998/lrd

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Sequential Recommendation with Latent Relations based on Large Language Model

https://github.com/ysngki/xmoe

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XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

https://github.com/ysw1021/scope

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Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor

https://github.com/ysymyth/ec-nl

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Linking Emergent and Natural Languages via Corpus Transfer

https://github.com/ysz2022/nerco

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Implicit Neural Representation for Cooperative Low-light Image Enhancement

https://github.com/ytyz1307zzh/minimally_edited_questions

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Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions

https://github.com/yu-rp/dimple

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Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

https://github.com/yu-rp/visualperceptiontoken

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Introducing Visual Perception Token into Multimodal Large Language Model

https://github.com/yu-xm/unicorn

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Unicorn: Text-Only Data Synthesis for Vision Language Model Training

https://github.com/yuanbo2020/soundscaper

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Soundscape Captioning using Sound Affective Quality Network and Large Language Model

https://github.com/yuanhy1997/hype

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HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation

https://github.com/yuanninghuang/thesis

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Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example

https://github.com/yuanyuanlei-nlp/conspiracy_theories_emnlp_2023

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Identifying Conspiracy Theories News based on Event Relation Graph

https://github.com/yuanyuanlei-nlp/sentence_level_media_bias_naacl_2024

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Sentence-level Media Bias Analysis with Event Relation Graph

https://github.com/yubofeng2023/promptcl

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PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning

https://github.com/yuchenxia/aasbyllm

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Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0

https://github.com/yuchenxia/gpt4industrialautomation

공식 코드

Towards autonomous system: flexible modular production system enhanced with large language model agents

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