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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/yannikkellerde/BERT-Defense

공식 코드

BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks

https://github.com/yanyongyu/af-adapter

공식 코드

AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model

https://github.com/yanyuanqiao/hop-vln

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HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation

https://github.com/yanzhen4/taxoinstruct

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A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion

https://github.com/yao8839836/kg-bert

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KG-BERT: BERT for Knowledge Graph Completion

https://github.com/yaochengtang/3d-visual-illusion-depth-estimation

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3D Visual Illusion Depth Estimation

https://github.com/yaochenzhu/crag

공식 코드

Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems

https://github.com/yaochenzhu/llm4rec

공식 코드

Collaborative Large Language Model for Recommender Systems

https://github.com/yaoching0/gac

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Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling

https://github.com/yaoxingcheng/TLM

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NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework

https://github.com/yashkant/housekeep

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Housekeep: Tidying Virtual Households using Commonsense Reasoning

https://github.com/yashkhem1/RelateLM

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Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study

https://github.com/yasir-ali-farrukh/gnn4id

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XG-NID: Dual-Modality Network Intrusion Detection using a Heterogeneous Graph Neural Network and Large Language Model

https://github.com/yaushian/Tree-Transformer

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Tree Transformer: Integrating Tree Structures into Self-Attention

https://github.com/ybai-nlp/CItruS

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CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling

https://github.com/ybseo-academy/TAALM

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Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning

https://github.com/ychen-stat-ml/kernel-adapters

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Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning

https://github.com/ydkwim/ctal

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CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations

https://github.com/ydongd/prototypical-prompt-verbalizer

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Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer

https://github.com/ydyjya/safetyheadattribution

공식 코드

On the Role of Attention Heads in Large Language Model Safety

https://github.com/yegcjs/diffusionllm

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Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning

https://github.com/yegcjs/mixinglaws

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Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance

https://github.com/yenchehsiao/autonomousllmagentwithadaptingplanning

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Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models

https://github.com/yeonjun-in/u-safebench

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Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models

https://github.com/yeonseokjeong/judge-specialist

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On Monotonic Aggregation for Open-domain QA

https://github.com/yeyimilk/crowdvlm-r1

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CrowdVLM-R1: Expanding R1 Ability to Vision Language Model for Crowd Counting using Fuzzy Group Relative Policy Reward

https://github.com/yezato11/INTERSPEECH_Media

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Rapport-Driven Virtual Agent: Rapport Building Dialogue Strategy for Improving User Experience at First Meeting

https://github.com/yfqiu-nlp/sea-llm

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Spectral Editing of Activations for Large Language Model Alignment

https://github.com/ygorg/legal-masking

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Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics

https://github.com/yh-hust/pdf-wukong

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PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling

https://github.com/yh0517/afloc

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Multi-modal vision-language model for generalizable annotation-free pathology localization and clinical diagnosis

https://github.com/yhLeeee/Awesome-LLMs-in-Graph-tasks

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A Survey of Graph Meets Large Language Model: Progress and Future Directions

https://github.com/yichen14/fastadasp

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FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model

https://github.com/yifan-h/gcs_ki

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What Has Been Enhanced in my Knowledge-Enhanced Language Model?

https://github.com/yifanliu2/roegen-recsys-24-eqr

공식 코드

Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation

https://github.com/yifanlu0227/chatsim

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Editable Scene Simulation for Autonomous Driving via Collaborative LLM-Agents

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