Jacob Parnell
6 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(13)
Conferences
ACL (3)
IJCNLP (2)
NAACL (1)
Top co-authors
Keywords
reward function
(3)
reinforcement learning
(3)
neural machine translation
(2)
contextual embedding
(2)
abstractive summarisation
(2)
reward design
(1)
gradient estimator
(1)
training objective
(1)
abstractive summarization
(1)
multi-document summarization
(1)
multilingual language model
(1)
bert score
(1)
few-shot fine-tuning
(1)
cross-lingual summarization
(1)
rouge score
(1)
differentiable pipeline
(1)
negative log-likelihood
(1)
text summarisation
(1)
reinforcement learning reward
(1)
rouge scoring
(1)
Papers
SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization
NAACL 2024
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization
ACL 2022
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore
ACL 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation
ACL 2021
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore
IJCNLP 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation
IJCNLP 2021