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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/HLR/TSLM

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Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events

https://github.com/HLTCHKUST/covid19-misinfo-data

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Misinformation Has High Perplexity

https://github.com/Han-Yuan-Med/Language-Models-for-Finance

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Exploring the Reliability of Self-explanation and its Relationship with Classification in Language Model-driven Financial Analysis

https://github.com/Hannibal046/xRAG

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xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token

https://github.com/HauschildLab/MGPATH

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MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification

https://github.com/HazyResearch/pixelfly

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Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models

https://github.com/HazyResearch/prefix-linear-attention

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Just read twice: closing the recall gap for recurrent language models

https://github.com/HazyResearch/structured-nets

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Learning Compressed Transforms with Low Displacement Rank

https://github.com/Heidelberg-NLP/HYPEVENTS

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Generating Hypothetical Events for Abductive Inference

https://github.com/HenryPengZou/Awesome-Human-Agent-Collaboration-Interaction-Systems

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A Survey on Large Language Model based Human-Agent Systems

https://github.com/HiyaToki/Figuratively-Speaking

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Figuratively Speaking: Authorship Attribution via Multi-Task Figurative Language Modeling

https://github.com/HongzhiQ/SupervisedVsLLM-EfficacyEval

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Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media

https://github.com/HooRin/AuditWen

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AuditWen:An Open-Source Large Language Model for Audit

https://github.com/HuihuiChyan/SelfEval

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Self-Evaluation of Large Language Model based on Glass-box Features

https://github.com/IBM/GPT-too-AMR2text

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GPT-too: A language-model-first approach for AMR-to-text generation

https://github.com/IBM/Retrieval-Enhanced-Transformer-Little

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Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization

https://github.com/IBM/helm-enterprise-benchmark

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Enterprise Benchmarks for Large Language Model Evaluation

https://github.com/IBM/span-selection-pretraining

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Span Selection Pre-training for Question Answering

https://github.com/IBM/transformers-struct-guidance

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Structural Guidance for Transformer Language Models

https://github.com/IDEA-CCNL/Taiyi-Diffusion-XL

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Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support

https://github.com/IMPLabUniPr/Adversarial-Training-for-ABSA

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Adversarial Training for Aspect-Based Sentiment Analysis with BERT

https://github.com/IMPLabUniPr/UniParma-at-semeval-2021-task-5

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UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model

https://github.com/ImKeTT/adavae

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AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling

https://github.com/IntelLabs/academic-budget-bert

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How to Train BERT with an Academic Budget

https://github.com/IntelLabs/lvlm-interpret

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LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models

https://github.com/IntelLabs/rnnlm

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BlackOut: Speeding up Recurrent Neural Network Language Models With Very Large Vocabularies

https://github.com/IrohXu/MpoxVLM

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MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection

https://github.com/IshmamAlvi/Semantic-Shield

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Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment

https://github.com/JACKPURCELL/sok-llm-watermark

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Watermark under Fire: A Robustness Evaluation of LLM Watermarking

https://github.com/JC230903/NLP-low-resource-pipeline-for-indian-languages/tree/main/pythonversion

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Low-Resource Language Processing: An OCR-Driven Summarization and Translation Pipeline

https://github.com/JHU-CLSP/NeoCoder

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Benchmarking Language Model Creativity: A Case Study on Code Generation

https://github.com/Jacob-Zhou/gecdi

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Improving Seq2Seq Grammatical Error Correction via Decoding Interventions

https://github.com/Jacob-Zhou/simple-csc

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A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models

https://github.com/Jantory/anymatch

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AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model

https://github.com/JasonForJoy/MPC-BERT

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MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding

https://github.com/JasonZhangzy1757/the-effect-of-domain-corpus-size-for-pretraining

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The Effects of In-domain Corpus Size on pre-training BERT

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