Martin Potthast

55 papers · 2010–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (69) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌍 Conference Polyglot (11) 🏃 Academic Marathon (15) 👥 Mega-Team (62) 🤝 Dynamic Duo (31) 🔬 Deep Specialist (15) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🗃️ Keyword Collector (200) 📈 Trend Setter 🔥 Unstoppable (9) 💎 Century Club (55) ⚡ Prolific Year (7)

Conferences

ACL (19) EMNLP (12) COLING (7) EACL (4) IJCNLP (3) SEMEVAL (3) CONLL (2) IJCAI (2) AAAI (1) AACL (1) NAACL (1)

Top co-authors

Benno Stein (31) Matthias Hagen (17) Shahbaz Syed (13) Janek Bevendorff (7) Matti Wiegmann (7) Henning Wachsmuth (7) Khalid Al Khatib (7) Milad Alshomary (6) Johannes Kiesel (5) Maik Fröbe (5)

Research topics

Keywords

text classification (16) information retrieval (9) argument mining (6) transformer model (4) text generation (4) text summarization (4) authorship verification (4) semantic similarity (3) clickbait detection (3) spoiler generation (3) document classification (2) natural language processing (2) sentiment analysis (2) domain generalization (2) active learning (2) dependency parsing (2) multi-label classification (2) question answering (2) reproducible research (2) universal dependencies (2)

Papers

From Keyterms to Context: Exploring Topic Description Generation in Scientific Corpora EMNLP 2025

The Two Paradigms of LLM Detection: Authorship Attribution vs. Authorship Verification ACL 2025

Manipulating Embeddings of Stable Diffusion Prompts IJCAI 2024

Task-Oriented Paraphrase Analytics COLING 2024

Revisiting Query Variation Robustness of Transformer Models EMNLP 2024

TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization EACL 2024

The Information Retrieval Experiment Platform (Extended Abstract) IJCAI 2024

Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction EMNLP 2023

Modeling Appropriate Language in Argumentation ACL 2023

Trigger Warning Assignment as a Multi-Label Document Classification Problem ACL 2023

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration ACL 2023

SemEval-2023 Task 5: Clickbait Spoiling ACL 2023

Paraphrase Acquisition from Image Captions EACL 2023

Small-Text: Active Learning for Text Classification in Python EACL 2023

Topic Ontologies for Arguments EACL 2023

Indicative Summarization of Long Discussions EMNLP 2023

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face EMNLP 2023

Shared Tasks as Tutorials: A Methodical Approach AAAI 2023

Citance-Contextualized Summarization of Scientific Papers EMNLP 2023

SemEval-2023 Task 5: Clickbait Spoiling SEMEVAL 2023

Language Models as Context-sensitive Word Search Engines ACL 2022

Mining Health-related Cause-Effect Statements with High Precision at Large Scale COLING 2022

CausalQA: A Benchmark for Causal Question Answering COLING 2022

SUMMARY WORKBENCH: Unifying Application and Evaluation of Text Summarization Models EMNLP 2022

Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022

Clickbait Spoiling via Question Answering and Passage Retrieval ACL 2022

Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation AACL 2022

On Classifying whether Two Texts are on the Same Side of an Argument EMNLP 2021

Summary Explorer: Visualizing the State of the Art in Text Summarization EMNLP 2021

Casting the Same Sentiment Classification Problem EMNLP 2021

Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021

Image Retrieval for Arguments Using Stance-Aware Query Expansion EMNLP 2021

Beyond Metadata: What Paper Authors Say About Corpora They Use ACL 2021

Generating Informative Conclusions for Argumentative Texts ACL 2021

Counter-Argument Generation by Attacking Weak Premises ACL 2021

Counter-Argument Generation by Attacking Weak Premises IJCNLP 2021

Generating Informative Conclusions for Argumentative Texts IJCNLP 2021

Beyond Metadata: What Paper Authors Say About Corpora They Use IJCNLP 2021

Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis ACL 2020

News Editorials: Towards Summarizing Long Argumentative Texts COLING 2020

Target Inference in Argument Conclusion Generation ACL 2020

Efficient Pairwise Annotation of Argument Quality ACL 2020

Bias Analysis and Mitigation in the Evaluation of Authorship Verification ACL 2019

Heuristic Authorship Obfuscation ACL 2019

SemEval-2019 Task 4: Hyperpartisan News Detection SEMEVAL 2019

Generalizing Unmasking for Short Texts NAACL 2019

Celebrity Profiling ACL 2019

Crowdsourcing a Large Corpus of Clickbait on Twitter COLING 2018

A Stylometric Inquiry into Hyperpartisan and Fake News ACL 2018

CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2018

CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies CONLL 2017

Webis: An Ensemble for Twitter Sentiment Detection SEMEVAL 2015

Improving Cloze Test Performance of Language Learners Using Web N-Grams COLING 2014

Crowdsourcing Interaction Logs to Understand Text Reuse from the Web ACL 2013

An Evaluation Framework for Plagiarism Detection COLING 2010