Michael Roth

39 papers · 2008–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (17) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (47) 🏆 Keyword Champion (7) 🧬 Topic Evolution ⚡ Prolific Year (7) 🔥 Unstoppable (10) ❓ The Questioner 🗃️ Keyword Collector (118) 💎 Century Club (39)

Conferences

EMNLP (11) ACL (10) COLING (5) IJCNLP (3) NAACL (3) SEMEVAL (3) EACL (2) AACL (1) CONLL (1)

Top co-authors

Talita Anthonio (9) Anette Frank (6) Simon Ostermann (3) Agnieszka Faleńska (3) Nicola Fanton (3) Manfred Pinkal (2) Ngoc Thang Vu (2) Hongyu Chen (2) Sheng Zhang (2) Shyam Upadhyay (2)

Keywords

instructional text (7) text classification (6) natural language processing (4) text revision (4) question answering (3) natural language inference (3) implicit reference (3) coreference resolution (3) text editing (2) semantic understanding (2) machine comprehension (2) reading comprehension (2) diachronic analysis (2) semantic analysis (2) language model (2) human annotation (2) machine reading comprehension (2) text understanding (2) ordinal classification (2) dialog system (2)

Papers

A Diachronic Analysis of Human and Model Predictions on Audience Gender in How-to Guides ACL 2025

AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories EMNLP 2025

Information-Theoretic and Prompt-Based Evaluation of Discourse Connective Edits in Instructional Text Revisions EMNLP 2025

“Feels Feminine to Me”: Understanding Perceived Gendered Style through Human Annotations EMNLP 2025

Predicting Median, Disagreement and Noise Label in Ordinal Word-in-Context Data COLING 2025

Clarifying Underspecified Discourse Relations in Instructional Texts ACL 2025

CoMeDi Shared Task: Median Judgment Classification & Mean Disagreement Ranking with Ordinal Word-in-Context Judgments COLING 2025

On Shortcuts and Biases: How Finetuned Language Models Distinguish Audience-Specific Instructions in Italian and English ACL 2024

A Diachronic Analysis of Gender-Neutral Language on wikiHow EACL 2024

What Can Go Wrong in Authorship Profiling: Cross-Domain Analysis of Gender and Age Prediction ACL 2024

How-to Guides for Specific Audiences: A Corpus and Initial Findings ACL 2023

Toward Implicit Reference in Dialog: A Survey of Methods and Data AACL 2022

Toward Implicit Reference in Dialog: A Survey of Methods and Data IJCNLP 2022

SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts NAACL 2022

SemEval-2022 Task 7: Identifying Plausible Clarifications of Implicit and Underspecified Phrases in Instructional Texts SEMEVAL 2022

UnImplicit Shared Task Report: Detecting Clarification Requirements in Instructional Text ACL 2021

A Computational Analysis of Vagueness in Revisions of Instructional Texts EACL 2021

UnImplicit Shared Task Report: Detecting Clarification Requirements in Instructional Text IJCNLP 2021

Resolving Implicit References in Instructional Texts EMNLP 2021

Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020

What Can We Learn from Noun Substitutions in Revision Histories? COLING 2020

Predicting Coreference in Abstract Meaning Representations COLING 2020

Combining Discourse Markers and Cross-lingual Embeddings for Synonym–Antonym Classification NAACL 2019

Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing EMNLP 2019

Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019

Detecting Everyday Scenarios in Narrative Texts ACL 2019

Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences NAACL 2018

SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge SEMEVAL 2018

Semantic Role Labeling EMNLP 2017

Neural Semantic Role Labeling with Dependency Path Embeddings ACL 2016

Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification ACL 2014

Composition of Word Representations Improves Semantic Role Labelling EMNLP 2014

Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering EMNLP 2012

Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering CONLL 2012

Aligning Predicate Argument Structures in Monolingual Comparable Texts: A New Corpus for a New Task SEMEVAL 2012

Computing EM-based Alignments of Routes and Route Directions as a Basis for Natural Language Generation COLING 2010

A NLG-based Application for Walking Directions ACL 2009

A NLG-based Application for Walking Directions IJCNLP 2009

Automatic induction of FrameNet lexical units EMNLP 2008