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Collections including paper arxiv:1907.11692

Language model papers

RoFormer: Enhanced Transformer with Rotary Position Embedding

Paper • 2104.09864 • Published Apr 20, 2021 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 37
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 25
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Paper • 2205.14135 • Published May 27, 2022 • 8

Papers - Encoders - Roberta

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Paper • 1907.12461 • Published Jul 29, 2019 • 1
Transformer Language Models without Positional Encodings Still Learn Positional Information

Paper • 2203.16634 • Published Mar 30, 2022 • 4

Papers - University - University of Washington

The Curious Case of Neural Text Degeneration

Paper • 1904.09751 • Published Apr 22, 2019 • 2
Getting it Right: Improving Spatial Consistency in Text-to-Image Models

Paper • 2404.01197 • Published Apr 1 • 29
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions

Paper • 1905.10044 • Published May 24, 2019 • 1
PIQA: Reasoning about Physical Commonsense in Natural Language

Paper • 1911.11641 • Published Nov 26, 2019 • 2

Fundamentals NLP

Distributed Representations of Sentences and Documents

Paper • 1405.4053 • Published May 16, 2014
Sequence to Sequence Learning with Neural Networks

Paper • 1409.3215 • Published Sep 10, 2014 • 3
PaLM: Scaling Language Modeling with Pathways

Paper • 2204.02311 • Published Apr 5, 2022 • 1
Recent Trends in Deep Learning Based Natural Language Processing

Paper • 1708.02709 • Published Aug 9, 2017

LIMA: Less Is More for Alignment

Paper • 2305.11206 • Published May 18, 2023 • 19
Garment3DGen: 3D Garment Stylization and Texture Generation

Paper • 2403.18816 • Published Mar 27 • 19
EgoLifter: Open-world 3D Segmentation for Egocentric Perception

Paper • 2403.18118 • Published Mar 26 • 8
The Unreasonable Ineffectiveness of the Deeper Layers

Paper • 2403.17887 • Published Mar 26 • 75

Must Reads On Language Model

Dive into the world of generative AI with some prominent papers of Language Model, unlocking the secrets of natural language processing.

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 12
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 10
OPT: Open Pre-trained Transformer Language Models

Paper • 2205.01068 • Published May 2, 2022 • 1

Papers - Encoders

Functional Interpolation for Relative Positions Improves Long Context Transformers

Paper • 2310.04418 • Published Oct 6, 2023 • 4
SPBERT: An Efficient Pre-training BERT on SPARQL Queries for Question Answering over Knowledge Graphs

Paper • 2106.09997 • Published Jun 18, 2021 • 2
Neural Machine Translation of Rare Words with Subword Units

Paper • 1508.07909 • Published Aug 31, 2015 • 4
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models

Paper • 2403.14438 • Published Mar 21 • 2

Papers - Text - Bidirectional Encoders

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

Paper • 1901.08746 • Published Jan 25, 2019 • 3
Pretraining-Based Natural Language Generation for Text Summarization

Paper • 1902.09243 • Published Feb 25, 2019 • 2
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Paper • 2006.03654 • Published Jun 5, 2020 • 3

machine learning and neural network papers 📜

SMOTE: Synthetic Minority Over-sampling Technique

Paper • 1106.1813 • Published Jun 9, 2011 • 1
Scikit-learn: Machine Learning in Python

Paper • 1201.0490 • Published Jan 2, 2012 • 1
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Paper • 1406.1078 • Published Jun 3, 2014
Distributed Representations of Sentences and Documents

Paper • 1405.4053 • Published May 16, 2014

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 37
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 12
RoBERTa: A Robustly Optimized BERT Pretraining Approach

Paper • 1907.11692 • Published Jul 26, 2019 • 7
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Paper • 1910.01108 • Published Oct 2, 2019 • 12

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