Arthur Bražinskas

8 papers · 2018–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🔥 Unstoppable (5)

Conferences

EMNLP (2) AACL (1) ACL (1) COLING (1) EACL (1) IJCNLP (1) NAACL (1)

Top co-authors

Ivan Titov (4) Mirella Lapata (3) Jonathan Pilault (2) Orhan Firat (2) Xavier Garcia (2) Ramesh Nallapati (1) Serhii Havrylov (1) Aliaksei Severyn (1) Markus Dreyer (1) Jakub Adamek (1)

Keywords

opinion summarization (4) few-shot learning (3) abstractive summarization (2) variational autoencoder (2) knowledge distillation (1) extractive summarization (1) text generation (1) text summarization (1) model merging (1) hierarchical model (1) probability density (1) latent variable (1) hallucination reduction (1) word embedding (1) transformer language model (1) latent code (1) contextual embedding (1) conditional language model (1) large language model (1) supervised training (1)

Papers

Small Language Models Improve Giants by Rewriting Their Outputs EACL 2024

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction AACL 2023

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction IJCNLP 2023

Efficient Few-Shot Fine-Tuning for Opinion Summarization NAACL 2022

Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021

Few-Shot Learning for Opinion Summarization EMNLP 2020

Unsupervised Opinion Summarization as Copycat-Review Generation ACL 2020

Embedding Words as Distributions with a Bayesian Skip-gram Model COLING 2018