Diego Garcia-Olano

5 papers · 2019–2023 · 4 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 🧭 Keyword Pioneer

Venues

EMNLP (2) ACL (1) CoNLL (1) NeurIPS (1)

Top co-authors

Byron Wallace (2) Yasumasa Onoe (2) Joydeep Ghosh (2) Narine Kokhlikyan (2) Aram Markosyan (1) Vivek Miglani (1) Larry Lansing (1) Eugene Ie (1) Julius Adebayo (1) Aobo Yang (1)

Research topics

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

Keywords

zero-shot learning (1) sparse representation (1) entity linking (1) feature attribution (1) model interpretability (1) model debugging (1) approximate nearest neighbor (1) entity embedding (1) influence function (1) counterfactual reasoning (1) biomedical text (1) dual encoder (1) sparse embedding (1) negative mining (1) interpretable representation (1) model explainability (1) generative language model (1) slice discovery (1) entity retrieval (1) dense representation (1)

Papers

Error Discovery By Clustering Influence Embeddings NeurIPS 2023 Using Captum to Explain Generative Language Models EMNLP 2023 Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022 Biomedical Interpretable Entity Representations ACL 2021 Learning Dense Representations for Entity Retrieval CoNLL 2019