Gabriele Prato

5 papers · 2019–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) ❓ The Questioner

Venues

EMNLP (3) ACL (2)

Top co-authors

Sarath Chandar (4) Jerry Huang (2) Prasanna Parthasarathi (2) Shagun Sodhani (2) Istabrak Abbes (1) Adam Elwood (1) Mathieu Duchesneau (1) Quentin Fournier (1) Mehdi Rezagholizadeh (1) Alain Tapp (1)

Research topics

Natural Language Processing (5) Machine Learning (4) Artificial Intelligence (3) Applications (3) Core AI (3) Core Methods (3) Application Areas (2) Resources & Methods (2) Deep Learning (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

large language model (2) benchmark evaluation (2) text classification (1) question answering (1) neural machine translation (1) feature representation (1) scaling law (1) feature retrieval (1) knowledge boundary (1) inference latency (1) model internal (1) resource efficiency (1) sentence embedding (1) knowledge consolidation (1) text compression (1) lossless encoding (1) encoder model (1) knowledge awareness (1) model introspection (1) knowledge calibration (1)

Papers

Small Encoders Can Rival Large Decoders in Detecting Groundedness ACL 2025 Do Large Language Models Know How Much They Know? EMNLP 2024 EpiK-Eval: Evaluation for Language Models as Epistemic Models EMNLP 2023 Fully Quantized Transformer for Machine Translation EMNLP 2020 Towards Lossless Encoding of Sentences ACL 2019