Benjamin Piwowarski
24 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (52) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(11)
⚡
Prolific Year · Productive
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Unstoppable · Bronze
💎
Century Club · Bronze
🌈
Renaissance Researcher
(7)
🗃️
Keyword Collector
(114)
Venues
Top co-authors
Research topics
Natural Language Processing
(18)
Machine Learning
(14)
Artificial Intelligence
(12)
Core AI
(11)
Learning Types · Machine Learning
(9)
Deep Learning
(8)
Applications
(8)
Resources & Methods
(8)
Generation
(7)
Learning Types · Deep Learning
(5)
Core Methods
(4)
Application Areas
(3)
Architectures
(3)
Optimization & Theory
(2)
Techniques
(2)
Keywords
reinforcement learning
(5)
text generation
(4)
generative adversarial network
(3)
language generation
(3)
multimodal learning
(3)
large language model
(3)
representation learning
(3)
knowledge conflict
(2)
transformer architecture
(2)
sentence representation
(2)
computational efficiency
(2)
named entity recognition
(2)
abstractive summarization
(2)
parametric knowledge
(2)
question answering
(2)
summarization evaluation
(2)
question generation
(2)
text summarization
(2)
table question answering
(2)
neural network
(2)
Papers
QueStER: Query Specification for Generative Keyword-Based Retrieval
EACL 2026
The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations
ACL 2026
ToMMeR - Efficient Entity Mention Detection from Large Language Models
ACL 2026
Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts
EMNLP 2025
MEXMA: Token-level objectives improve sentence representations
ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
EMNLP 2025
On the Representations of Entities in Auto-regressive Large Language Models
EMNLP 2025
Structural Deep Encoding for Table Question Answering
ACL 2025
Learning Relational Decomposition of Queries for Question Answering from Tables
ACL 2024
Probing Language Models on Their Knowledge Source
EMNLP 2024
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization
EACL 2023
Generative Cooperative Networks for Natural Language Generation
ICML 2022
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation
EMNLP 2021
QuestEval: Summarization Asks for Fact-based Evaluation
EMNLP 2021
Skim-Attention: Learning to Focus via Document Layout
EMNLP 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs
NeurIPS 2021
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
NeurIPS 2020
Discriminative Adversarial Search for Abstractive Summarization
ICML 2020
MLSUM: The Multilingual Summarization Corpus
EMNLP 2020
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
EMNLP 2019
Context-Aware Zero-Shot Learning for Object Recognition
ICML 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
EMNLP 2019
Self-Attention Architectures for Answer-Agnostic Neural Question Generation
ACL 2019
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses
ACL 2019