Benjamin Piwowarski
26 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (4)
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Conference Polyglot
(6)
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Academic Marathon
(6)
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Renaissance Researcher
(9)
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Dynamic Duo
(12)
π§¬
Topic Evolution
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Trend Setter
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Prolific Year
(5)
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Century Club
(23)
ποΈ
Keyword Collector
(109)
π₯
Unstoppable
(7)
Conferences
EMNLP (10)
ACL (7)
ICML (3)
EACL (2)
IJCNLP (2)
NIPS (2)
Top co-authors
Keywords
reinforcement learning
(6)
text generation
(5)
multimodal learning
(4)
language generation
(3)
generative adversarial network
(3)
abstractive summarization
(3)
question answering
(3)
representation learning
(3)
large language model
(3)
sentence representation
(3)
transformer architecture
(2)
table question answering
(2)
parametric knowledge
(2)
language grounding
(2)
question generation
(2)
computational efficiency
(2)
text summarization
(2)
named entity recognition
(2)
summarization evaluation
(2)
reward function
(2)
Papers
ToMMeR - Efficient Entity Mention Detection from Large Language Models
ACL 2026
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
On the Representations of Entities in Auto-regressive Large Language Models
EMNLP 2025
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
Structural Deep Encoding for Table Question Answering
ACL 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping
EMNLP 2025
Probing Language Models on Their Knowledge Source
EMNLP 2024
Learning Relational Decomposition of Queries for Question Answering from Tables
ACL 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
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
NIPS 2021
QuestEval: Summarization Asks for Fact-based Evaluation
EMNLP 2021
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation
EMNLP 2021
Discriminative Adversarial Search for Abstractive Summarization
ICML 2020
MLSUM: The Multilingual Summarization Corpus
EMNLP 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
NIPS 2020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
IJCNLP 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
IJCNLP 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
Context-Aware Zero-Shot Learning for Object Recognition
ICML 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
EMNLP 2019