Ivan Montero

4 papers · 2020–2022 · 2 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 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

EMNLP (3) NAACL (1)

Top co-authors

Noah A. Smith (3) Nikolaos Pappas (2) Andrew Frank (1) Roy Schwartz (1) Michael Hassid (1) Ni Lao (1) James Henderson (1) Daniel Rotem (1) Christopher DuBois (1) Hao Peng (1)

Research topics

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

Keywords

representation learning (2) zero-shot learning (1) manifold learning (1) embedding space (1) style transfer (1) attention mechanism (1) multilingual nlp (1) cross-lingual transfer (1) question answering (1) semantic similarity (1) language model (1) pre-trained language model (1) masked language modeling (1) transformer language model (1) sentence representation (1) controlled generation (1) pre-trained transformer (1) text similarity (1) probing method (1) conditional text generation (1)

Papers

How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers EMNLP 2022 Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval NAACL 2022 Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021 Plug and Play Autoencoders for Conditional Text Generation EMNLP 2020