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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/wujwyi/cmc

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Cross-model Control: Improving Multiple Large Language Models in One-time Training

https://github.com/wuklab/infercept

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InferCept: Efficient Intercept Support for Augmented Large Language Model Inference

https://github.com/wutaiqiang/ger-wsdm2023

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Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval

https://github.com/wuxingyu-ai/as-llm

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Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation

https://github.com/wuxingyu-ai/llm4ec

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Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

https://github.com/wuyike2000/retrieve-rewrite-answer

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Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering

https://github.com/wwbrannon/congrat

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ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings

https://github.com/wwwadx/FinVis-GPT

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FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis

https://github.com/wwzll123/esm-nbr

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ESM-NBR: fast and accurate nucleic acid-binding residue prediction via protein language model feature representation and multi-task learning

https://github.com/wxj77/meetingsummarization

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Meeting Summarization with Pre-training and Clustering Methods

https://github.com/wxy3596/asma-tune

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ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning

https://github.com/wyddmw/WiseAD

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WiseAD: Knowledge Augmented End-to-End Autonomous Driving with Vision-Language Model

https://github.com/wyharturia/llm_enhanced_ml

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Large Language Model Enhanced Machine Learning Estimators for Classification

https://github.com/wyripple/rp_kw_errors

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Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing

https://github.com/wyshi/lm_privacy

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Selective Differential Privacy for Language Modeling

https://github.com/wyu97/GenRead

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Generate rather than Retrieve: Large Language Models are Strong Context Generators

https://github.com/wyxstriker/MakeSomeNoiseInference

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Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training

https://github.com/wzh9969/hpt

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HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification

https://github.com/wzy232303/fpt

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FPT: Feature Prompt Tuning for Few-shot Readability Assessment

https://github.com/x-lance/tie

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TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages

https://github.com/x-plug/mplug-docowl

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mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding

https://github.com/x-plug/mplug-halowl

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Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

https://github.com/x-plug/mplug-owl

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mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration

https://github.com/xbmxb/EnvDistraction

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Caution for the Environment: Multimodal Agents are Susceptible to Environmental Distractions

https://github.com/xcfcode/PLM_annotator

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Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization

https://github.com/xguo7/automatic-controllable-product-copywriting-for-e-commerce

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Automatic Controllable Product Copywriting for E-Commerce

https://github.com/xhan77/in-context-alignment

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In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning

https://github.com/xhan77/ssd-lm

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SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

https://github.com/xiangkui-cao/vlbiasbench

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VLBiasBench: A Comprehensive Benchmark for Evaluating Bias in Large Vision-Language Model

https://github.com/xiangli1999/contrastivedecoding

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Contrastive Decoding: Open-ended Text Generation as Optimization

https://github.com/xiangli1999/diffusion-lm

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Diffusion-LM Improves Controllable Text Generation

https://github.com/xiangyu-mm/unifashion

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UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation

https://github.com/xiangyu-peng/cast_public

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Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning

https://github.com/xiangyue9607/SanText

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Differential Privacy for Text Analytics via Natural Text Sanitization

https://github.com/xianjun-yang/pllama

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PLLaMa: An Open-source Large Language Model for Plant Science

https://github.com/xianjun-yang/quokka

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Quokka: An Open-source Large Language Model ChatBot for Material Science

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