Michael Roth
39 papers · 2008–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (9) 🧭 Keyword Pioneer 🏃 Academic Marathon (17) 🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (8)
🌈
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
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