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Collections including paper arxiv:2305.09857

A collection of arXiv papers from Chip Huyen's AI Engineering organized by chapter and ordered by when each appears in the book.

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning

Paper • 2211.04325 • Published Oct 26, 2022
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 17
On the Opportunities and Risks of Foundation Models

Paper • 2108.07258 • Published Aug 16, 2021
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks

Paper • 2204.07705 • Published Apr 16, 2022 • 1

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 7
Privacy- and Utility-Preserving NLP with Anonymized Data: A case study of Pseudonymization

Paper • 2306.05561 • Published Jun 8, 2023

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 7
Running on T4

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Transcribe and translate audio into text

Large Language Models 2024

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 64
The Impact of Reasoning Step Length on Large Language Models

Paper • 2401.04925 • Published Jan 10, 2024 • 18
Lost in the Middle: How Language Models Use Long Contexts

Paper • 2307.03172 • Published Jul 6, 2023 • 40
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 55

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 7

Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task

Paper • 2307.03972 • Published Jul 8, 2023 • 1
GrammarGPT: Exploring Open-Source LLMs for Native Chinese Grammatical Error Correction with Supervised Fine-Tuning

Paper • 2307.13923 • Published Jul 26, 2023 • 1
Evaluating GPT-3.5 and GPT-4 on Grammatical Error Correction for Brazilian Portuguese

Paper • 2306.15788 • Published Jun 27, 2023 • 2
Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?

Paper • 2305.15183 • Published May 24, 2023 • 1

Text editing/revision

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 7
Reducing Sequence Length by Predicting Edit Operations with Large Language Models

Paper • 2305.11862 • Published May 19, 2023 • 1
Controlled Generation with Prompt Insertion for Natural Language Explanations in Grammatical Error Correction

Paper • 2309.11439 • Published Sep 20, 2023 • 1
Program Merge Conflict Resolution via Neural Transformers

Paper • 2109.00084 • Published Aug 31, 2021 • 1

Papers: GEC/Revision

DEFT: Data Efficient Fine-Tuning for Large Language Models via Unsupervised Core-Set Selection

Paper • 2310.16776 • Published Oct 25, 2023
Towards an On-device Agent for Text Rewriting

Paper • 2308.11807 • Published Aug 22, 2023
Discourse-Aware Text Simplification: From Complex Sentences to Linked Propositions

Paper • 2308.00425 • Published Aug 1, 2023
RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting

Paper • 2305.15685 • Published May 25, 2023 • 4

Papers: Instruct

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 5
Tuna: Instruction Tuning using Feedback from Large Language Models

Paper • 2310.13385 • Published Oct 20, 2023 • 11
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

Paper • 2310.13127 • Published Oct 19, 2023 • 12
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning

Paper • 2310.00492 • Published Sep 30, 2023 • 2

Collection of the publicly available CoEdIT dataset and instruction-tuned models for text editing.

CoEdIT: Text Editing by Task-Specific Instruction Tuning

Paper • 2305.09857 • Published May 17, 2023 • 7
grammarly/coedit-large

Text2Text Generation • Updated Apr 28, 2024 • 169k • • 135
grammarly/coedit-xl

Text2Text Generation • Updated Apr 28, 2024 • 747 • 9
grammarly/coedit-xxl

Text2Text Generation • Updated Apr 28, 2024 • 284 • 31

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