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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/zhengzhongliang/explainableverbalreasonerplus

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Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning

https://github.com/zhenwang9102/coherence-boosting

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Coherence boosting: When your pretrained language model is not paying enough attention

https://github.com/zhenxianglance/medagent-cdr-agent

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CDR-Agent: Intelligent Selection and Execution of Clinical Decision Rules Using Large Language Model Agents

https://github.com/zhenxiong-dl/icassp2025-rcac

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Enhancing Image Generation Fidelity via Progressive Prompts

https://github.com/zhenye234/xcodec

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Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model

https://github.com/zhi-xuan-chen/reg2rg

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Large Language Model with Region-guided Referring and Grounding for CT Report Generation

https://github.com/zhichaoxu-shufe/beyond-perplexity-compression-safety-eval

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Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression

https://github.com/zhichaoxu-shufe/constrained-qfs

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A Lightweight Constrained Generation Alternative for Query-focused Summarization

https://github.com/zhijie-group/unicms

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UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding

https://github.com/zhilin123/personal_attributes

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Extracting and Inferring Personal Attributes from Dialogue

https://github.com/zhilingluo/theorem_prover

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Reinforced Large Language Model is a formal theorem prover

https://github.com/zhilingyan/gpt4v-medical-report

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Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V

https://github.com/zhiningliu1998/selfelicit

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SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

https://github.com/zhiwenyou103/SciPrompt

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SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics

https://github.com/zhixuan-lin/forgetting-transformer

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Forgetting Transformer: Softmax Attention with a Forget Gate

https://github.com/zhiyuan-zeng/evaltree

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EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees

https://github.com/zhiyuanhubj/ugro-cimk23

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Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulator to Enhance Dialogue System

https://github.com/zhjohnchan/bert-clip-synesthesia

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On the Difference of BERT-style and CLIP-style Text Encoders

https://github.com/zhouj8553/Web_to_SFT

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Leveraging Web-Crawled Data for High-Quality Fine-Tuning

https://github.com/zhoukanglei/cofinal_aqa

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CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment

https://github.com/zhouyuxuanyx/multimax

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MultiMax: Sparse and Multi-Modal Attention Learning

https://github.com/zhpinkman/cbr

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Case-Based Reasoning with Language Models for Classification of Logical Fallacies

https://github.com/zhrli324/argus

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Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems

https://github.com/zhrli324/corba

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CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models

https://github.com/zhuchen03/gradinit

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GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training

https://github.com/zhudotexe/kani

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Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

https://github.com/zhuemann/contextualsegmentation

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ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax

https://github.com/zhufq00/ddis-prediction

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Learning to Describe for Predicting Zero-shot Drug-Drug Interactions

https://github.com/zhufq00/mcnc

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A Generative Approach for Script Event Prediction via Contrastive Fine-tuning

https://github.com/zhuole1025/LyricWhiz

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LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT

https://github.com/zhuqianglu/b-vllm

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B-VLLM: A Vision Large Language Model with Balanced Spatio-Temporal Tokens

https://github.com/zhuyiche/llava-phi

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LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model

https://github.com/zhuyunqi96/ngramObj

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Differentiable N-gram Objective on Abstractive Summarization

https://github.com/zhw12/BERTRL

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Inductive Relation Prediction by BERT

https://github.com/zhziszz/weak-to-strong-search

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Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models

https://github.com/ziansu/codeart

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CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking

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