Joshua Maynez
20 papers · 2018–2024 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Mega-Team · Legion
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Topic Evolution
🤝
Dynamic Duo
(12)
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Deep Specialist
(11)
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Prolific Year · Productive
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Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Natural Language Processing
(16)
Artificial Intelligence
(14)
Generation
(14)
Deep Learning
(10)
Machine Learning
(10)
Core AI
(9)
Learning Paradigms
(6)
Models
(6)
Learning Types · Deep Learning
(5)
Resources & Methods
(5)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Applications
(2)
Keywords
text generation
(6)
abstractive summarization
(4)
large language model
(4)
few-shot learning
(3)
text summarization
(3)
multilingual nlp
(2)
diverse generation
(2)
beam search
(2)
content planning
(2)
conditional generation
(2)
pre-trained language model
(2)
textual entailment
(2)
narrative generation
(1)
opinion summarization
(1)
extractive summarization
(1)
natural language inference
(1)
question answering
(1)
summarization evaluation
(1)
natural language generation
(1)
attention mechanism
(1)
Papers
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization
EMNLP 2024
Learning to Plan and Generate Text with Citations
ACL 2024
Little Red Riding Hood Goes around the Globe: Crosslingual Story Planning and Generation with Large Language Models
COLING 2024
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
NeurIPS 2024
𝜇PLAN: Summarizing using a Content Plan as Cross-Lingual Bridge
EACL 2024
Benchmarking Large Language Model Capabilities for Conditional Generation
ACL 2023
Multilingual Summarization with Factual Consistency Evaluation
ACL 2023
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
EMNLP 2023
OpineSum: Entailment-based self-training for abstractive opinion summarization
ACL 2023
PaLM: Scaling Language Modeling with Pathways
JMLR 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
EMNLP 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation
EACL 2023
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
ACL 2022
Data Augmentation for Low-Resource Dialogue Summarization
NAACL 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
A Thorough Evaluation of Task-Specific Pretraining for Summarization
EMNLP 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization
ACL 2021
On Faithfulness and Factuality in Abstractive Summarization
ACL 2020
Stepwise Extractive Summarization and Planning with Structured Transformers
EMNLP 2020
Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings
ACL 2018