Mark Steedman

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