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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/huawei-noah/noah-research/tree/master/noahime/PERT

공식 코드

PERT: A New Solution to Pinyin to Character Conversion Task

https://github.com/hubertsiuzdak/snac

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SNAC: Multi-Scale Neural Audio Codec

https://github.com/hubiodatalab/selformer

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SELFormer: Molecular Representation Learning via SELFIES Language Models

https://github.com/huggingface/autotrain-advanced

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AutoTrain: No-code training for state-of-the-art models

https://github.com/huggingface/roots-search-tool

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The ROOTS Search Tool: Data Transparency for LLMs

https://github.com/huggingface/swift-coreml-transformers

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DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/huggingface/transformers

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DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

https://github.com/hughvd/um-cai-fellowship

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From Interests to Insights: An LLM Approach to Course Recommendations Using Natural Language Queries

https://github.com/huichizhou/trustrag

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TrustRAG: Enhancing Robustness and Trustworthiness in RAG

https://github.com/huihuichyan/unlimitedjudge

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An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4

https://github.com/humainlab/personalized_rlhf

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Personalized Language Modeling from Personalized Human Feedback

https://github.com/humainlab/understand_marginpo

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A Common Pitfall of Margin-based Language Model Alignment: Gradient Entanglement

https://github.com/humanlab/hart

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Human Language Modeling

https://github.com/humanlab/whispa

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WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning

https://github.com/hunter-ddm/stablemoe

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StableMoE: Stable Routing Strategy for Mixture of Experts

https://github.com/huntila/scholarly-kgqa

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Leveraging LLMs in Scholarly Knowledge Graph Question Answering

https://github.com/hushell/deep-symmetry

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Exploring Weight Symmetry in Deep Neural Networks

https://github.com/hushes-minutes/contrasting_attention

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Enhancing elusive clues in knowledge learning by contrasting attention of language models

https://github.com/hustvl/MaTVLM

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MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling

https://github.com/hustvl/evf-sam

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EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model

https://github.com/hustvl/groundingsuite

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GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding

https://github.com/hwanchang00/CoPriva

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Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering

https://github.com/hwnam831/ibert

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I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths

https://github.com/hwq0726/sdohenpkg

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Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs

https://github.com/hyeyoung1218/conquer

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ConQueR: Contextualized Query Reduction using Search Logs

https://github.com/hysonlab/videberta

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ViDeBERTa: A powerful pre-trained language model for Vietnamese

https://github.com/hyunsoocho77/lacl-official

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Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble

https://github.com/hzfinfdu/diffusion-bert

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DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

https://github.com/i22024/lvlm2p

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Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation

https://github.com/iPieter/RobBERT

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RobBERT: a Dutch RoBERTa-based Language Model

https://github.com/ia-gu/vision-language-in-context-learning-driven-few-shot-visual-inspection-model

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Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model

https://github.com/iaar-shanghai/datg

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Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

https://github.com/iaar-shanghai/saferag

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SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model

https://github.com/iabhijith/bias-causal-analysis

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Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model

https://github.com/iai-group/sigir2019-table2vec

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Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval

https://github.com/iamryanshengwang/prometheus-chatbot

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Prometheus Chatbot: Knowledge Graph Collaborative Large Language Model for Computer Components Recommendation

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