← Authors

Sebastian Padó

79 papers · 2003–2026 · 10 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (22) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (68) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (24) 🔬 Deep Specialist (10) 🏆 Keyword Champion (2) 🧬 Topic Evolution 🗃️ Keyword Collector (194) ⚡ Prolific Year (6) 💎 Century Club (76) 🔥 Unstoppable (23) 📈 Trend Setter ❓ The Questioner (3)

Conferences

ACL (24) EMNLP (17) EACL (11) COLING (8) NAACL (6) IJCNLP (5) CONLL (4) SEMEVAL (2) AACL (1) ICLR (1)

Top co-authors

Dmitry Nikolaev (8) Roman Klinger (8) Katrin Erk (8) Nico Blokker (8) Erenay Dayanik (7) Tanise Ceron (7) Sean Papay (6) Gabriella Lapesa (6) Jan Šnajder (6) Jonas Kuhn (5)

Research topics

Linguistics (1)

Keywords

text classification (7) transformer model (5) named entity recognition (5) transfer learning (4) word embedding (4) text representation (4) machine translation (4) low-resource language (3) representation learning (3) conditional random field (3) manifesto analysis (3) semantic analysis (3) sentence embedding (3) hierarchical classification (2) natural language processing (2) sentiment analysis (2) integer linear programming (2) relation extraction (2) sequence labeling (2) data augmentation (2)

Papers

Similar, but why? A Toolkit for Explaining Text Similarity EACL 2026
Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs EACL 2026
Regular-pattern-sensitive CRFs for Distant Label Interactions ACL 2025
Low-Resource Sign Language Glossing Profits From Data Augmentation AACL 2025
Low-Resource Sign Language Glossing Profits From Data Augmentation IJCNLP 2025
Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025
Generalizability of Media Frames: Corpus creation and analysis across countries EMNLP 2025
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
Multi-Dimensional Machine Translation Evaluation: Model Evaluation and Resource for Korean COLING 2024
Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024
Media Bias Detection Across Families of Language Models NAACL 2024
Actor Identification in Discourse: A Challenge for LLMs? EACL 2024
Approximate Attributions for Off-the-Shelf Siamese Transformers EACL 2024
Multilingual estimation of political-party positioning: From label aggregation to long-input Transformers EMNLP 2023
Additive manifesto decomposition: A policy domain aware method for understanding party positioning ACL 2023
Adverbs, Surprisingly ACL 2023
Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing EMNLP 2023
An Attribution Method for Siamese Encoders EMNLP 2023
Representation biases in sentence transformers EACL 2023
Constraining Linear-chain CRFs to Regular Languages ICLR 2022
Optimizing text representations to capture (dis)similarity between political parties CONLL 2022
Word-order Typology in Multilingual BERT: A Case Study in Subordinate-Clause Detection NAACL 2022
Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022
Optimizing text representations to capture (dis)similarity between political parties EMNLP 2022
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification ACL 2021
Emotion Ratings: How Intensity, Annotation Confidence and Agreements are Entangled EACL 2021
Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing EACL 2021
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification IJCNLP 2021
Lost in Back-Translation: Emotion Preservation in Neural Machine Translation COLING 2020
Masking Actor Information Leads to Fairer Political Claims Detection ACL 2020
Swimming with the Tide? Positional Claim Detection across Political Text Types EMNLP 2020
Dissecting Span Identification Tasks with Performance Prediction EMNLP 2020
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ACL 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations IJCNLP 2019
Clustering-Based Article Identification in Historical Newspapers NAACL 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations EMNLP 2019
Crowdsourcing and Validating Event-focused Emotion Corpora for German and English ACL 2019
An Environment for Relational Annotation of Political Debates ACL 2019
Modeling Paths for Explainable Knowledge Base Completion ACL 2019
Learning Trilingual Dictionaries for Urdu – Roman Urdu – English ACL 2019
A Named Entity Recognition Shootout for German ACL 2018
Using Embeddings to Compare FrameNet Frames Across Languages COLING 2018
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018
Addressing Low-Resource Scenarios with Character-aware Embeddings NAACL 2018
Lexical Substitution for Evaluating Compositional Distributional Models NAACL 2018
Instances and concepts in distributional space EACL 2017
Model Architectures for Quotation Detection ACL 2016
Predictability of Distributional Semantics in Derivational Word Formation COLING 2016
Distributional vectors encode referential attributes EMNLP 2015
Crowdsourcing Annotation of Non-Local Semantic Roles EACL 2014
Towards Semantic Validation of a Derivational Lexicon COLING 2014
What Substitutes Tell Us - Analysis of an “All-Words” Lexical Substitution Corpus EACL 2014
The Excitement Open Platform for Textual Inferences ACL 2014
Building and Evaluating a Distributional Memory for Croatian ACL 2013
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German ACL 2013
Derivational Smoothing for Syntactic Distributional Semantics ACL 2013
Towards a model of formal and informal address in English EACL 2012
Regular polysemy: A distributional model SEMEVAL 2012
“I Thou Thee, Thou Traitor”: Predicting Formal vs. Informal Address in English Literature ACL 2011
Exemplar-Based Models for Word Meaning in Context ACL 2010
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals SEMEVAL 2010
Cross-lingual Induction of Selectional Preferences with Bilingual Vector Spaces NAACL 2010
Assessing the Role of Discourse References in Entailment Inference ACL 2010
Robust Machine Translation Evaluation with Entailment Features IJCNLP 2009
The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages CONLL 2009
Robust Machine Translation Evaluation with Entailment Features ACL 2009
Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data COLING 2008
A Structured Vector Space Model for Word Meaning in Context EMNLP 2008
Formalising Multi-layer Corpora in OWL DL - Lexicon Modelling, Querying and Consistency Control IJCNLP 2008
Flexible, Corpus-Based Modelling of Human Plausibility Judgements EMNLP 2007
Flexible, Corpus-Based Modelling of Human Plausibility Judgements CONLL 2007
Optimal Constituent Alignment with Edge Covers for Semantic Projection ACL 2006
Optimal Constituent Alignment with Edge Covers for Semantic Projection COLING 2006
Analyzing Models for Semantic Role Assignment using Confusability EMNLP 2005
Cross-linguistic Projection of Role-Semantic Information EMNLP 2005
Semantic Role Labelling With Chunk Sequences CONLL 2004
The Influence of Argument Structure on Semantic Role Assignment EMNLP 2004
Constructing Semantic Space Models from Parsed Corpora ACL 2003
Towards a Resource for Lexical Semantics: A Large German Corpus with Extensive Semantic Annotation ACL 2003