Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Symmetry in language statistics shapes the geom...
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Sho Yokoi
PRO
August 13, 2026
Research
4
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Symmetry in language statistics shapes the geometry of model representations
第18回最先端NLP勉強会
https://sites.google.com/view/snlp-jp/home/2026
Sho Yokoi
PRO
August 13, 2026
More Decks by Sho Yokoi
See All by Sho Yokoi
言語モデルから言語について語る際に押さえておきたいこと
eumesy
PRO
7
2.5k
Language Models Are Implicitly Continuous
eumesy
PRO
0
540
言語モデルの内部機序:解析と解釈
eumesy
PRO
94
32k
コーパスを丸呑みしたモデルから言語の何がわかるか
eumesy
PRO
12
4.9k
Zipf 白色化:タイプとトークンの区別がもたらす良質な埋め込み空間と損失関数
eumesy
PRO
10
2.6k
Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve
eumesy
PRO
7
2.1k
「確率的なオウム」にできること、またそれがなぜできるのかについて
eumesy
PRO
8
4.7k
A Theory of Emergent In-Context Learning as Implicit Structure Induction
eumesy
PRO
5
1.8k
ChatGPT と自然言語処理 / 言語の意味の計算と最適輸送
eumesy
PRO
24
19k
Other Decks in Research
See All in Research
NLP colloquium: AI Safety Survey
kanekomasahiro
0
930
HackSick vol.7 LT資料【LLMアーキテクチャ入門・事前学習時の躓き所解説】 スパースなAttention・状態空間モデル
rikkabotan7
0
140
[CV勉強会@関東 CVPR2026] PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow / kantocv 67th CVPR 2026
shunk031
0
230
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
shunk031
4
1.2k
Unified Audio Source Separation (Defense Slides)
kohei_1979
1
640
AY 2026 Guide to Academic Writing Using Generative AI - Workshop
ks91
PRO
0
150
CVPR2026論文紹介_VLMにとって良いvision encoderとは何か?Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance
kobayashi31
1
190
Visual SLAM未来予測 / Future Prediction in Visual SLAM
koide3
1
860
Dual Quadric表現を用いた動的物体追跡とRGB-D・IMU制約の密結合によるオドメトリ推定
nanoshimarobot
0
490
[BlackHatAsia2026] Hidden Telemetry: Uncovering TraceLogging ETW Providers You're Not Using (Yet)
asuna_jp
1
640
全国町字単位空き家率推定データver1.0データ仕様
microbaseinc
0
180
研究室単位での自律的 IPv6接続性確立に向けたAS共同運用モデルの提案と実証
reokashiwa
PRO
0
190
Featured
See All Featured
How STYLIGHT went responsive
nonsquared
100
6.2k
Paper Plane (Part 1)
katiecoart
PRO
1
10k
[RailsConf 2023] Rails as a piece of cake
palkan
59
6.9k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
2.1k
Agile Actions for Facilitating Distributed Teams - ADO2019
mkilby
0
250
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
128
56k
Everyday Curiosity
cassininazir
0
270
My Coaching Mixtape
mlcsv
0
220
Bash Introduction
62gerente
615
220k
Amusing Abliteration
ianozsvald
1
240
Building Flexible Design Systems
yeseniaperezcruz
330
40k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Transcript
Symmetry in language statistics shapes the geometry of model representations
Dhruva Karkada, Daniel J. Korchinski, Andres Nava, Matthieu Wyart, Yasaman Bahri (UC Berkeley, EPFL, Johns Hopkins, Google DeepMind) ICML 2026, Spotlight https://arxiv.org/abs/2602.15029 読む⼈︓横井 祥 国語研・統数研・理研・JST創発・ . 2026-**-**, 第18回最先端NLP勉強会 ※ とくに注釈がない限り,図や数式は, 論⽂に掲載されているものを紹介者が適宜加筆・修正したものです