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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/guozix/dvlr

공식 코드

Decoupled Visual Interpretation and Linguistic Reasoning for Math Problem Solving

https://github.com/guybenyosef/echonarrator

공식 코드

EchoNarrator: Generating natural text explanations for ejection fraction predictions

https://github.com/guyrosin/tempobert

공식 코드

Time Masking for Temporal Language Models

https://github.com/guyyariv/vlmig

공식 코드

Improving Visual Commonsense in Language Models via Multiple Image Generation

https://github.com/gximinglu/ipa

공식 코드

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

https://github.com/gximinglu/quark

공식 코드

Quark: Controllable Text Generation with Reinforced Unlearning

https://github.com/gxym/vcapsbench

공식 코드

VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation

https://github.com/gyauney/data-label-alignment

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Comparing Text Representations: A Theory-Driven Approach

https://github.com/gyauney/data-similarity-is-not-enough

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Data Similarity is Not Enough to Explain Language Model Performance

https://github.com/gzhang-umich/1cademyteamofcase

공식 코드

1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector

https://github.com/h-tayyarmadabushi/astitchinlanguagemodels

공식 코드

AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models

https://github.com/h-zhao1997/cobra

공식 코드

Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

https://github.com/hackerchenzhuo/ktelebert

공식 코드

Tele-Knowledge Pre-training for Fault Analysis

https://github.com/hadifar/dynamic-sparseness

공식 코드

Block-wise Dynamic Sparseness

https://github.com/haiduo/Jakiro

공식 코드

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE

https://github.com/haikangdeng/RAD

공식 코드

Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model

https://github.com/haitaowutju/turing-machine-bench

공식 코드

Computational Reasoning of Large Language Models

https://github.com/haiyang-w/git

공식 코드

GiT: Towards Generalist Vision Transformer through Universal Language Interface

https://github.com/halaa901/qnlp-thesis

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Multimodal Quantum Natural Language Processing: A Novel Framework for using Quantum Methods to Analyse Real Data

https://github.com/halolimat/LNEx

공식 코드

Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models

https://github.com/haltiaai/paper-ptodskc

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Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models

https://github.com/hamidm21/Revisit_FSA

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Market-Derived Financial Sentiment Analysis: Context-Aware Language Models for Crypto Forecasting

https://github.com/hamishivi/tess-2

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TESS 2: A Large-Scale Generalist Diffusion Language Model

https://github.com/hammoudhasan/diffclip

공식 코드

DiffCLIP: Differential Attention Meets CLIP

https://github.com/hanguo97/lq-lora

공식 코드

LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning

https://github.com/hanhpt23/silvarmed

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SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical Imaging

https://github.com/hanjiale/genpt

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Generative Prompt Tuning for Relation Classification

https://github.com/hanlinwu/changechat

공식 코드

ChangeChat: An Interactive Model for Remote Sensing Change Analysis via Multimodal Instruction Tuning

https://github.com/hannaabiakl/nesy-code-generation-workflow

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NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification

https://github.com/hannaabiakl/shadow

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Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing

https://github.com/hannamw/gpt2-greater-than

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How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model

https://github.com/hannibal046/pluglm

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Decouple knowledge from parameters for plug-and-play language modeling

https://github.com/hannight/amulap

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Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification

https://github.com/hannight/soft_self_consistency

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Soft Self-Consistency Improves Language Model Agents

https://github.com/hanshanley/specious-sites

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Specious Sites: Tracking the Spread and Sway of Spurious News Stories at Scale

https://github.com/hanyin88/drg-llama

공식 코드

DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients

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