← Authors

Mark Steedman

83 papers · 2002–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (23) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (11) πŸ—ΊοΈ Taxonomy Completionist (83) 🏠 Conference Loyalist (24) πŸ† Keyword Champion (9) πŸ”¬ Deep Specialist (11) 🀝 Dynamic Duo (13) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (200) πŸ’Ž Century Club (83) πŸ”₯ Unstoppable (17) ❓ The Questioner ⚑ Prolific Year (6)

Conferences

EMNLP (28) ACL (24) NAACL (10) IJCNLP (7) EACL (6) COLING (5) AACL (1) CONLL (1) INTERSPEECH (1)

Top co-authors

Tianyi Li (13) Mark Johnson (12) Sharon Goldwater (10) Miloő Stanojević (7) Nick McKenna (7) Mohammad Javad Hosseini (7) Shay B. Cohen (7) Julia Hockenmaier (6) Liane Guillou (6) Liang Cheng (6)

Research topics

Linguistics (1)

Keywords

entailment graph (9) natural language inference (6) large language model (6) knowledge graph (6) semantic parsing (5) neural network (4) knowledge graph construction (3) spoken dialogue (3) predicate entailment (3) incremental parsing (3) question answering (3) cross-lingual transfer (3) entity typing (3) language model (3) semantic analysis (3) transfer learning (2) link prediction (2) disfluency detection (2) semi-supervised learning (2) combinatory categorial grammar (2)

Papers

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction NAACL 2025
Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs COLING 2025
Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025
World Knowledge Resolves Some Aspectual Ambiguity ACL 2025
S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025
A Usage-centric Take on Intent Understanding in E-Commerce EMNLP 2024
Explicit Inductive Inference using Large Language Models EMNLP 2024
Evaluating Chinese Large Language Models on Discipline Knowledge Acquisition via Memorization and Robustness Assessment ACL 2024
Human Temporal Inferences Go Beyond Aspectual Class EACL 2024
Smoothing Entailment Graphs with Language Models AACL 2023
Extrinsic Evaluation of Machine Translation Metrics ACL 2023
Multi-Document Summarization with Centroid-Based Pretraining ACL 2023
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment ACL 2023
Sources of Hallucination by Large Language Models on Inference Tasks EMNLP 2023
Complementary Roles of Inference and Language Models in QA EMNLP 2023
Smoothing Entailment Graphs with Language Models IJCNLP 2023
Parsing dialog turns with prosodic features in English INTERSPEECH 2023
Sentence-Incremental Neural Coreference Resolution EMNLP 2022
Cross-lingual Inference with A Chinese Entailment Graph ACL 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
Fine-grained General Entity Typing in German using GermaNet NAACL 2021
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer IJCNLP 2021
Modality and Negation in Event Extraction IJCNLP 2021
Modality and Negation in Event Extraction ACL 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking EMNLP 2021
Multivalent Entailment Graphs for Question Answering EMNLP 2021
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs EMNLP 2021
[RETRACTED] Prosodic segmentation for parsing spoken dialogue ACL 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021
Blindness to Modality Helps Entailment Graph Mining EMNLP 2021
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer ACL 2021
[RETRACTED] Prosodic segmentation for parsing spoken dialogue IJCNLP 2021
The Role of Reentrancies in Abstract Meaning Representation Parsing EMNLP 2020
Aspectuality Across Genre: A Distributional Semantics Approach COLING 2020
Learning Negation Scope from Syntactic Structure COLING 2020
Incorporating Temporal Information in Entailment Graph Mining COLING 2020
Span-Based LCFRS-2 Parsing ACL 2020
Max-Margin Incremental CCG Parsing ACL 2020
The role of context in neural pitch accent detection in English EMNLP 2020
Duality of Link Prediction and Entailment Graph Induction ACL 2019
Construction and Alignment of Multilingual Entailment Graphs for Semantic Inference ACL 2019
CCG Parsing Algorithm with Incremental Tree Rotation NAACL 2019
Node Embeddings for Graph Merging: Case of Knowledge Graph Construction EMNLP 2019
Wide-Coverage Neural A* Parsing for Minimalist Grammars ACL 2019
Predicting accuracy on large datasets from smaller pilot data ACL 2018
Character-Level Models versus Morphology in Semantic Role Labeling ACL 2018
Data Augmentation via Dependency Tree Morphing for Low-Resource Languages EMNLP 2018
Universal Semantic Parsing EMNLP 2017
Evaluating Induced CCG Parsers on Grounded Semantic Parsing EMNLP 2016
Shift-Reduce CCG Parsing using Neural Network Models NAACL 2016
Assessing Relative Sentence Complexity using an Incremental CCG Parser NAACL 2016
Orthogonality of Syntax and Semantics within Distributional Spaces IJCNLP 2015
Lexical Event Ordering with an Edge-Factored Model NAACL 2015
A Computationally Efficient Algorithm for Learning Topical Collocation Models ACL 2015
Orthogonality of Syntax and Semantics within Distributional Spaces ACL 2015
A Computationally Efficient Algorithm for Learning Topical Collocation Models IJCNLP 2015
An Incremental Algorithm for Transition-based CCG Parsing NAACL 2015
Lexical Inference over Multi-Word Predicates: A Distributional Approach ACL 2014
Generalizing a Strongly Lexicalized Parser using Unlabeled Data EACL 2014
A Generative Model for User Simulation in a Spatial Navigation Domain EACL 2014
Improving Dependency Parsers using Combinatory Categorial Grammar EACL 2014
A* CCG Parsing with a Supertag-factored Model EMNLP 2014
Unsupervised Induction of Cross-Lingual Semantic Relations EMNLP 2013
The Effect of Higher-Order Dependency Features in Discriminative Phrase-Structure Parsing ACL 2013
Using CCG categories to improve Hindi dependency parsing ACL 2013
Generative Goal-Driven User Simulation for Dialog Management EMNLP 2012
Generative Goal-Driven User Simulation for Dialog Management CONLL 2012
Turning the pipeline into a loop: Iterated unsupervised dependency parsing and PoS induction NAACL 2012
A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings EACL 2012
Grammar Induction from Text Using Small Syntactic Prototypes IJCNLP 2011
Lexical Generalization in CCG Grammar Induction for Semantic Parsing EMNLP 2011
Semi-supervised CCG Lexicon Extension EMNLP 2011
A Bayesian Mixture Model for PoS Induction Using Multiple Features EMNLP 2011
Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification EMNLP 2010
Two Decades of Unsupervised POS Induction: How Far Have We Come? EMNLP 2010
Unbounded Dependency Recovery for Parser Evaluation EMNLP 2009
Wide-Coverage Semantic Representations from a CCG Parser COLING 2004
Object-Extraction and Question-Parsing using CCG EMNLP 2004
Example Selection for Bootstrapping Statistical Parsers NAACL 2003
Bootstrapping statistical parsers from small datasets EACL 2003
Generative Models for Statistical Parsing with Combinatory Categorial Grammar ACL 2002
Building Deep Dependency Structures using a Wide-Coverage CCG Parser ACL 2002