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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/aarsri/interventions-linguistic-variation

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We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text

https://github.com/aashiqmuhamed/grass

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Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients

https://github.com/aatlantise/punc-rest-improves

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Punctuation Restoration Improves Structure Understanding Without Supervision

https://github.com/abacinlp/investlm

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InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

https://github.com/abc03570128/jailbreaking-attack-against-multimodal-large-language-model

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Jailbreaking Attack against Multimodal Large Language Model

https://github.com/abderrahmanskiredj/DarijaBanking

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DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers

https://github.com/abdoelsayed2016/grg

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Generator-Retriever-Generator Approach for Open-Domain Question Answering

https://github.com/abecode/emo20q

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BERT-Assisted Semantic Annotation Correction for Emotion-Related Questions

https://github.com/abel2code/the_butterfly_effect_of_prompts

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The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance

https://github.com/abhinand5/tamil-llama

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Tamil-Llama: A New Tamil Language Model Based on Llama 2

https://github.com/abhishekpanigrahi1996/transformer_in_transformer

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Trainable Transformer in Transformer

https://github.com/abman23/on-device-ai-comm

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Integrating Pre-Trained Language Model with Physical Layer Communications

https://github.com/abman23/on-device-llm-wifi-roaming

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On-Device LLM for Context-Aware Wi-Fi Roaming

https://github.com/aboveparadise/llmcbench

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LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment

https://github.com/ace117mc/transformer-models-covid

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Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines

https://github.com/acfr/cassdetect

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Endangered Alert: A Field-Validated Self-Training Scheme for Detecting and Protecting Threatened Wildlife on Roads and Roadsides

https://github.com/achandlr/DEEP

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Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors

https://github.com/acharkq/molca

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MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter

https://github.com/acharkq/next-mol

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NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation

https://github.com/acolas1/GAP_COLING2022

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GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation

https://github.com/adamits/morphological-inflection-noise

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An Investigation of Noise in Morphological Inflection

https://github.com/adamkarvonen/SAE_BoardGameEval

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Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models

https://github.com/adap/flower

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Federated Learning for ASR based on Wav2vec 2.0

https://github.com/adapter-hub/xgqa

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xGQA: Cross-Lingual Visual Question Answering

https://github.com/adbrei/renargen

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Returning to the Start: Generating Narratives with Related Endpoints

https://github.com/adeeph/memeclassification

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Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classification

https://github.com/adeline-cs/GTR

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Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition

https://github.com/adresgezgini/NLP4AT

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Auto-tagging of Short Conversational Sentences using Natural Language Processing Methods

https://github.com/adrianbzg/hyperbert

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HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

https://github.com/adrianbzg/sfavel

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Unsupervised Pretraining for Fact Verification by Language Model Distillation

https://github.com/adrianbzg/tinyroberta-distillation-qa-es

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Language Model Knowledge Distillation for Efficient Question Answering in Spanish

https://github.com/ads-ai/k12-bert-aied-2022

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K-12BERT: BERT for K-12 education

https://github.com/adxcreative/LEARN

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LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

https://github.com/aetting/lm-diagnostics

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What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models

https://github.com/aeye-lab/emnlp-syntheticscanpaths-nlu-pretrainedlm

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Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

https://github.com/ag1988/gmat

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GMAT: Global Memory Augmentation for Transformers

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