Adam Perer

3 papers · 2018–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (1) NAACL (1) NeurIPS (1)

Top co-authors

Sebastian Gehrmann (1) Ángel Alexander Cabrera (1) Denis Newman-Griffis (1) Venkatesh Sivaraman (1) Hanspeter Pfister (1) Alexander Rush (1) Harry Hochheiser (1) Eric P. Xing (1) Hendrik Strobelt (1) Ameet Talwalkar (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

attention mechanism (1) machine translation (1) interpretable machine learning (1) model debugging (1) nearest neighbor (1) embedding similarity (1) semantic shift (1) post-hoc explanation (1) word embedding (1) corpus analysis (1) attention visualization (1) model regularization (1) neural network (1) explanation fidelity (1) explanation stability (1)

Papers

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora NAACL 2021 Regularizing Black-box Models for Improved Interpretability NeurIPS 2020 Debugging Sequence-to-Sequence Models with Seq2Seq-Vis EMNLP 2018