Form-Independent Semantics for Natural Language Understanding

Sources of Hallucination by Large Language Models on Inference Tasks

Author(s): Nick McKenna, Tianyi Li, Liang Cheng, Mohammad Javad Hosseini, Mark Johnson, and Mark Steedman
Published in: Findings of the ACL: Empirical Methods in Natural Language Processing, Issue 2023, 2023, Page(s) 2758-2774
Publisher: ACL

Smoothing Entailment Graphs with Language Models

Author(s): Nick McKenna, Tianyi Li, Mark Johnson, Mark Steedman
Published in: Proceedings of the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL/IJCNLP, Issue 2023, 2023, Page(s) 1-13
Publisher: ACL

Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment

Author(s): Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman, Dongyan Zhao
Published in: Findings of the Association for Computational Linguistics: ACL 2023, Issue 2023, 2023, Page(s) 881–894
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2023.findings-acl.56

Complementary Roles of Inference and Language Models in Question Answering

Author(s): Liang Cheng, Mohammed Javad Hosseini, and Mark Steedman
Published in: Proceedings of the EMNLP Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning, Issue 2023, 2023, Page(s) to appear
Publisher: ACL

Multi-Document Summarization with Centroid-Based Pretraining

Author(s): Ratish Puduppully, Parag Jain, Nancy Chen, Mark Steedman
Published in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, Issue 2023, 2023, Page(s) 128-138
Publisher: ACL Anthology
DOI: 10.18653/v1/2023.acl-short.13

Multivalent Entailment Graphs for Question Answering

Author(s): Nick McKenna, Liane Guillou, Mohammad Javad Hosseini, Sander Bijl de Vroe, Mark Johnson, Mark Steedman
Published in: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Issue 2021, 2021, Page(s) 10758–10768
Publisher: ACL
DOI: 10.18653/v1/2021.emnlp-main.840

Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point

Author(s): Liane Guillou, Christian Hardmeier
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 4797-4802
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d18-1513

Modeling incremental language comprehension in the brain with Combinatory Categorial Grammar

Author(s): Miloš Stanojević, Shohini Bhattasali, Donald Dunagan, Luca Campanelli, Mark Steedman, Jonathan Brennan, John Hale
Published in: Proceedings of the 11th Conference on Cognitive Modeling and Computational Linguistics, Issue 2021, 2021, Page(s) 111-121
Publisher: ACL

Computing All Quantifier Scopes with CCG

Author(s): Miloš Stanojević, Mark Steedman
Published in: Proceedings of the 14th International Conference on Computational Semantics (IWCS), Issue 2021, 2021, Page(s) 33–37
Publisher: ACL

Extrinsic Evaluation of Machine Translation Metrics

Author(s): Nikita Moghe, Tom Sherborne, Mark Steedman, Alexandra Birch
Published in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue 2023, 2023, Page(s) 13060–13078
Publisher: ACL
DOI: 10.18653/v1/2023.acl-long.730

Universal Dependencies and Semantics for English and Hebrew Child-directed Speech

Author(s): Ida Szubert, Omri Abend, Nathan Schneider, Samuel Gibbon, Sharon Goldwater, Mark Steedman
Published in: Proceedings of the Society for Computation in Linguistics, Issue 2022, 2022, Page(s) 235–240
Publisher: Association for Computational Linguistics

Span-Based LCFRS-2 Parsing

Author(s): Miloš Stanojević, Mark Steedman
Published in: Proceedings of the 16th International Conference on Parsing Technologies, 2020, Page(s) 111–121
Publisher: ACL

The Role of Reentrancies in Abstract Meaning Representation Parsing

Author(s): Marco Damonte; Ida Szubert; Shay B. Cohen; Mark Steedman
Published in: EMNLP (Findings), Issue 2020, 2020, Page(s) 2198-2207
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.findings-emnlp.199

Language Models Are Poor Learners of Directional Inference

Author(s): Tianyi Li, Mohammad Javad Hosseini, Sabine Weber, Mark Steedman
Published in: Findings of the Association for Computational Linguistics: EMNLP 2022, Issue 2022, 2022, Page(s) 903-921
Publisher: ACL
DOI: 10.18653/v1/2022.findings-emnlp.64

Semi-Automatic Construction of Text-to-SQL Dataset for Domain Transfer

Author(s): Tianyi Li, Sujian Li, and Mark Steedman
Published in: Proceedings of the 17th International Conference on Parsing Technology, Issue 17, 2021, Page(s) 38–49
Publisher: ACL
DOI: 10.18653/v1/2021.iwpt-1.4

Learning Negation Scope from Syntactic Structure

Author(s): Nick McKenna, Mark Steedman
Published in: Joint Conference on Lexical and Computational Semantics, Issue 9th, 2020, Page(s) 137-142
Publisher: ACL

Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing

Author(s): Sabine Weber, Mark Steedman
Published in: Proceedings of the Second Workshop on Insights from Negative Results in NLP, Issue 2021, 2021, Page(s) 42–48
Publisher: ACL
DOI: 10.18653/v1/2021.insights-1.7

Modality and Negation in Event Extraction

Author(s): Sander Bijl de Vroe, Liane Guillou, Milos Stanojevic, Nick McKenna, Mark Steedman
Published in: Proceedings of the 4th Workshop on Challenges and Applicationsof Automated Extraction of Socio-political Events from Text (CASE), Issue 2021, 2021, Page(s) 31-42
Publisher: ACL

Aspectuality Across Genre: A Distributional Semantics Approach

Author(s): Thomas Kober, Malihe Alikhani, Matthew Stone, Mark Steedman
Published in: Proceedings of the 28th International Conference on Computational Linguistics, Issue 2020, 2020, Page(s) 4546–4562
Publisher: ACL

Prosodic features improve sentence segmentation and parsing in English

Author(s): Elizabeth Nielsen, Mark Steedman, Sharon Goldwater
Published in: Proceedings of InterSpeech, Issue 2023, 2023, Page(s) 2633-2637
Publisher: International Speech Communication Association
DOI: 10.21437/interspeech.2023-952

Predictive Processing of Coordination in CCG

Author(s): Miloš Stanojević, John Hale, Mark Steedman
Published in: Proceedings of the 33rd Annual CUNY Conference on Human Sentence Processing, 2020
Publisher: OSF

Blindness to Modality Helps Entailment Graph Mining

Author(s): Liane Guillou, Sander Bijl de Vroe, Mark Johnson, Mark Steedman
Published in: Proceedings of the Second Workshop on Insights from Negative Results in NLP, Issue 2021, 2021, Page(s) 110–116, ISBN 978-1-954085-93-0
Publisher: ACL
DOI: 10.18653/v1/2021.insights-1.16

Character-Level Models versus Morphology in Semantic Role Labeling

Author(s): Gözde Gül Şahin, Mark Steedman
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 386-396
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p18-1036

Data Augmentation via Dependency Tree Morphing for Low-Resource Languages

Author(s): Gözde Gül Şahin, Mark Steedman
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 5004-5009
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d18-1545

Multi-pitch Detection and Voice Assignment for a cappella Recordings of Multiple Singers

Author(s): Andrew McLeod, Mark Steedman
Published in: Proceedings of the International Society for Music Information Retrieval Conference, Issue 2018, 2018, Page(s) 113-119
Publisher: Society for Music Information Retrieval

Evaluating Automatic Polyphonic Music Transcription

Author(s): Andrew McLeod, Mark Steedman
Published in: Proceedings of the 19th International Society for Music Information Retrieval Conference, Issue 2018, 2018, Page(s) 42-49
Publisher: Society for Music Information Retrieval

A Pronoun Test Suite Evaluation of the English–German MT Systems at WMT 2018

Author(s): Liane Guillou, Christian Hardmeier, Ekaterina Lapshinova-Koltunski, Sharid Loáiciga
Published in: Proceedings of the Third Conference on Machine Translation: Shared Task Papers, Issue 2018, 2018, Page(s) 570-577
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w18-6435

Temporal and Aspectual Entailment

Author(s): Thomas Kober, Sander Bijl de Vroe, Mark Steedman
Published in: Proceedings of the 13th International Conference on Computational Semantics - Long Papers, 2019, Page(s) 103-119
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w19-0409

Duality of Link Prediction and Entailment Graph Induction

Author(s): Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, Issue 2019, 2019, Page(s) 4736-4746
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1468

CCG Parsing Algorithm with Incremental Tree Rotation

Author(s): Miloš Stanojević, Mark Steedman
Published in: Proceedings of the 2019 Conference of the North, Issue 2019, 2019, Page(s) 228-239
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/n19-1020

Construction and Alignment of Multilingual Entailment Graphs for Semantic Inference

Author(s): Sabine Weber, Mark Steedman
Published in: Proceedings of the 2019 Workshop on Widening NLP, Issue 2019, 2019, Page(s) 77-79
Publisher: Association for Computational Linguistics

Node Embeddings for Graph Merging: Case of Knowledge Graph Construction

Author(s): Ida Szubert, Mark Steedman
Published in: Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-13), Issue 2019, 2019, Page(s) 172-176
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/d19-5321

Meter Detection and Alignment of MIDI Performance

Author(s): Andrew McLeod, Mark Steedman
Published in: Proceedings of the International Society for Music Information Retrieval (ISMIR), Issue 2019, 2018, Page(s) 113-119
Publisher: Society for Music Information Retrieval

Wide-Coverage Neural A* Parsing for Minimalist Grammars

Author(s): John Torr, Milos Stanojevic, Mark Steedman, Shay B. Cohen
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, Issue 2019, 2019, Page(s) 2486-2505
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/p19-1238

The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser

Author(s): Tim Hunter, Miloš Stanojević, Edward Stabler
Published in: Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, Issue 2019, 2019, Page(s) 1-10
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w19-2901

Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs

Author(s): Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
Published in: Findings of the Association for Computational Linguistics: EMNLP 2021, Issue 2021, 2021, Page(s) 2790–2802
Publisher: ACL
DOI: 10.18653/v1/2021.findings-emnlp.238

Cross-lingual Inference with a Chinese Entailment Graph

Author(s): Tianyi Li, Sabine Weber, Javad Hosseini, Liane Guillou, Mark Steedman
Published in: Findings of the Association for Computational Lingustics: ACL, 2022, Page(s) 1214-1233
Publisher: ACL
DOI: 10.18653/v1/2022.findings-acl.96

Sentence-Incremental Neural Coreference Resolution

Author(s): Matt Grenander, Shay B. Cohen, and Mark Steedman
Published in: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, Issue 2022, 2022, Page(s) 427–443
Publisher: ACL
DOI: 10.18653/v1/2022.emnlp-main.28

Zero-shot Cross-Linguistic Learning of Event Semantics

Author(s): Malihe Alikhani, Thomas Kober, Bashar Alhafni, Yue Chen, Mert Inan, Elizabeth Nielsen, Shahab Raji, Mark Steedman, Matthew Stone
Published in: Proceedings of the 15th International Conference on Natural Language Generation, Issue 2022, 2022, Page(s) 212–224
Publisher: Association for Computational Linguistics

The role of context in neural pitch accent detection in English

Author(s): Elizabeth Nielsen, Mark Steedman, Sharon Goldwater
Published in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Issue 2020, 2020, Page(s) 7994–8000
Publisher: ACL
DOI: 10.18653/v1/2020.emnlp-main.642

A Sound and Complete Left-Corner Parsing for Minimalist Grammars

Author(s): Miloš Stanojević, Edward Stabler
Published in: Proceedings of the Eight Workshop on Cognitive Aspects of Computational Language Learning and Processing, 2018, Page(s) 65-74
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/w18-2809

Max-Margin Incremental CCG Parsing

Author(s): Miloš Stanojević, Mark Steedman
Published in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, Page(s) 4111-4122
Publisher: Association for Computational Linguistics
DOI: 10.18653/v1/2020.acl-main.378

Incorporating Temporal Information in Entailment Graph Mining

Author(s): Liane Guillou, Sander Bijl de Vroe, Mohammad Javad Hosseini, Mark Johnson, Mark Steedman
Published in: Proceedings of the Workshop on Graph-based Methods for Natural Language Processing (TextGraphs), Issue 2020, 2020, Page(s) 60-71
Publisher: ACL

Unsupervised German predicate entailment using the distributional inclusion hypothesis

Author(s): Sabine Weber
Published in: Issue 2022, 2022
Publisher: University of Edinburgh
DOI: 10.7488/era/2655

Temporality and modality in entailment graph induction

Author(s): Sander Bijl de Vroe
Published in: Issue 2023, 2023
Publisher: University of Edinburgh
DOI: 10.7488/era/2957

Unsupervised Learning of Relational Entailment Graphs from Text

Author(s): Mohammad Javad Hosseini
Published in: Issue 2021, 2021
Publisher: University of Edinburgh
DOI: 10.7488/era/877

Inference of Natural Language Predicates in the Open Domain

Author(s): Nicholas McKenna
Published in: Issue submitted, 2023
Publisher: University of Edinburgh

Effects of Prosody on Natural Language Processing

Author(s): Elizabeth Nielsen
Published in: Issue 2024 submitted, 2024
Publisher: University of Edinburgh

Modeling Structure-Building in the Brain With CCG Parsing and Large Language Models

Author(s): Miloš Stanojević, Jonathan Brennan, Donald Dunagan, Mark Steedman, John Hale
Published in: Cognitive Science, Issue 47, 2023, Page(s) 1-39, ISSN 0364-0213
Publisher: Lawrence Erlbaum Associates Inc.
DOI: 10.1111/cogs.13312

A Formal Universal of Natural Language Grammar

Author(s): Mark Steedman
Published in: Language, Issue 96, 2020, Page(s) 618-660, ISSN 0097-8507
Publisher: Linguistic Society of America

Formal Basis of a Language Universal

Author(s): Milos Stanojevic, Mark Steedman
Published in: Computational Linguistics, Issue 47, 2021, Page(s) 9-42, ISSN 0891-2017
Publisher: MIT Press
DOI: 10.1162/colia00394

Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech

Author(s): Ida Szubert, Omri Abend, Nathan Schneider, Samuel Gibbon, Louis Mahon, Mark Steedman, and Sharon Goldwater
Published in: In submission, Issue 2023, 2024, ISSN 1574-020X
Publisher: Springer Verlag

The Lost Combinator

Author(s): Mark Steedman
Published in: Computational Linguistics, Issue 44/4, 2018, Page(s) 613-629, ISSN 0891-2017
Publisher: MIT Press
DOI: 10.1162/coli_a_00328

Learning Typed Entailment Graphs with Global Soft Constraints

Author(s): Mohammad Javad Hosseini, Nathanael Chambers, Siva Reddy, Xavier R. Holt, Shay B. Cohen, Mark Johnson, Mark Steedman
Published in: Transactions of the Association for Computational Linguistics, Issue 6, 2018, Page(s) 703-717, ISSN 2307-387X
Publisher: MIT Press
DOI: 10.1162/tacl_a_00250

The emergence of language

Author(s): Mark Steedman
Published in: Mind & Language, Issue 32/5, 2017, Page(s) 579-590, ISSN 0268-1064
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/mila.12160

Automatic Transcription of Polyphonic Vocal Music

Author(s): Andrew McLeod, Rodrigo Schramm, Mark Steedman, Emmanouil Benetos
Published in: Applied Sciences, Issue 7/12, 2017, Page(s) 1285, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app7121285

Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech

Author(s): Ida Szubert, Omri Abend, Nathan Schneider, Samuel Gibbon, Louis Mahon, Sharon Goldwater, and Mark Steedman
Published in: Language Resources and Evaluation, Issue 2024, to appear, 2024, ISSN 2193-1801
Publisher: Springer Science and Business Media Deutschland GmbH

On Internal Merge

Author(s): Mark Steedman
Published in: Linguistic Inquiry, 2024, ISSN 0024-3892
Publisher: MIT Press
DOI: 10.1162/ling_a_00521

Form-Independent Meaning Representation for Eventualities

Author(s): Mark Steedman
Published in: The Oxford Handbook of Event Structure (R. Truswell, ed.), Issue 2019, 2019, Page(s) 605-623
Publisher: Oxford University Press

Combinatory Categorial Grammar

Author(s): Mark Steedman
Published in: Current Approaches to Syntax - A Comparative Handbook, Issue 2019, 2019
Publisher: de Gruyter Mouton

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