conftrace_

Naomi Saphra

23 papers · 2014–2025 · 8 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+8 more ↓ 🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (13)
🗺️ Taxonomy Completionist (46) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer Prolific Year (9) 🗃️ Keyword Collector (91) 🔥 Unstoppable (8) 💎 Century Club (23) The Questioner

Conferences

EMNLP (8) ICLR (6) NAACL (4) ACL (1) COLING (1) CVPR (1) EACL (1) NIPS (1)

Papers

Using Shapley interactions to understand how models use structure ACL 2025 Data Drives Unstable Hierarchical Generalization in LMs EMNLP 2025 Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon ICLR 2025 PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs ICLR 2025 First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models NAACL 2024 Dynamic Masking Rate Schedules for MLM Pretraining EACL 2024 ChatGPT Doesn’t Trust Chargers Fans: Guardrail Sensitivity in Context EMNLP 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024 Mechanistic? EMNLP 2024 TRAM: Bridging Trust Regions and Sharpness Aware Minimization ICLR 2024 Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs ICLR 2024 Transcendence: Generative Models Can Outperform The Experts That Train Them NIPS 2024 Linear Connectivity Reveals Generalization Strategies ICLR 2023 The MultiBERTs: BERT Reproductions for Robustness Analysis ICLR 2022 Benchmarking Compositionality with Formal Languages COLING 2022 A Non-Linear Structural Probe NAACL 2021 LSTMs Compose—and Learn—Bottom-Up EMNLP 2020 Pareto Probing: Trading Off Accuracy for Complexity EMNLP 2020 Understanding Learning Dynamics Of Language Models with SVCCA NAACL 2019 Language Models Learn POS First EMNLP 2018 AMRICA: an AMR Inspector for Cross-language Alignments NAACL 2015 Understanding Objects in Detail with Fine-Grained Attributes CVPR 2014