Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract).

Robert van Rooij Fengxiang Cheng Chuan Zhou 0013 Fenrong Liu Robert van Rooij Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract). 41166-41168 2026 AAAI https://doi.org/10.1609/aaai.v40i48.42201 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChengZLR26 Fengxiang Cheng Chuan Zhou 0013 Xiang Li Alina Leidinger Haoxuan Li 0001 Mingming Gong Fenrong Liu Robert van Rooij Mitigating Spurious Correlations via Counterfactual Contrastive Learning. EMNLP (Findings) 2025 23713-23722 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.1290/ db/conf/emnlp/emnlp2025f.html#ChengZLLLGLR25 streams/conf/emnlp Fengxiang Cheng Haoxuan Li 0001 Fenrong Liu Robert van Rooij Kun Zhang 0001 Zhouchen Lin Empowering LLMs with Logical Reasoning: A Comprehensive Survey. 10400-10408 2025 IJCAI https://doi.org/10.24963/ijcai.2025/1155 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#ChengLLRZL25

Fengxiang Cheng Haoxuan Li 0001 Fenrong Liu Robert van Rooij Kun Zhang 0001 Zhouchen Lin Empowering LLMs with Logical Reasoning: A Comprehensive Survey. 2025 February abs/2502.15652 CoRR https://doi.org/10.48550/arXiv.2502.15652 db/journals/corr/corr2502.html#abs-2502-15652 streams/journals/corr

Alina Leidinger Robert van Rooij Ekaterina Shutova Are LLMs classical or nonmonotonic reasoners? Lessons from generics. 558-573 2024 ACL (Short Papers) https://doi.org/10.18653/v1/2024.acl-short.51 https://aclanthology.org/2024.acl-short.51 conf/acl/2024short db/conf/acl/acl2024s.html#LeidingerRS24 streams/conf/acl

Alina Leidinger Robert van Rooij Ekaterina Shutova Are LLMs classical or nonmonotonic reasoners? Lessons from generics. 2024 abs/2406.06590 CoRR https://doi.org/10.48550/arXiv.2406.06590 db/journals/corr/corr2406.html#abs-2406-06590

Robert van Rooij Karolina Krzyzanowska Igor Douven Williamson's Abductive Case for the Material Conditional Account. 653-685 2023 August 111 Stud Logica 4 https://doi.org/10.1007/s11225-023-10038-5 db/journals/sLogica/sLogica111.html#RooijKD23

Alina Leidinger Robert van Rooij Ekaterina Shutova The language of prompting: What linguistic properties make a prompt successful? 9210-9232 2023 EMNLP (Findings) https://doi.org/10.18653/v1/2023.findings-emnlp.618 https://aclanthology.org/2023.findings-emnlp.618 conf/emnlp/2023f db/conf/emnlp/emnlp2023f.html#LeidingerRS23

Alina Leidinger Robert van Rooij Ekaterina Shutova The language of prompting: What linguistic properties make a prompt successful? 2023 abs/2311.01967 CoRR https://doi.org/10.48550/arXiv.2311.01967 db/journals/corr/corr2311.html#abs-2311-01967

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Tolerance and degrees of truth. 2022 abs/2207.12786 CoRR https://doi.org/10.48550/arXiv.2207.12786 db/journals/corr/corr2207.html#abs-2207-12786

Robert van Rooij Katrin Schulz Natural kinds and dispositions: a causal analysis. 3059-3084 2021 198 Synth. 12-S https://doi.org/10.1007/s11229-019-02184-y db/journals/synthese/synthese198.html#RooijS21

Rochelle Choenni Ekaterina Shutova Robert van Rooij Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? 1477-1491 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.111 https://aclanthology.org/2021.emnlp-main.111 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#ChoenniSR21

Rochelle Choenni Ekaterina Shutova Robert van Rooij Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? 2021 abs/2109.10052 CoRR https://arxiv.org/abs/2109.10052 db/journals/corr/corr2109.html#abs-2109-10052

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Inferences and Metainferences in ST. 1057-1077 2020 49 J. Philos. Log. 6 https://doi.org/10.1007/s10992-020-09560-x db/journals/jphil/jphil49.html#CobrerosERR20

Robert van Rooij Katrin Schulz A Causal Semantics of IS Generics. 269-295 2020 37 J. Semant. 2 https://doi.org/10.1093/jos/ffz023 db/journals/jsemantics/jsemantics37.html#RooijS20

Robert van Rooij Kaibo Xie A Causal Analysis of Modal Syllogisms. 183-206 2020 TLLM https://doi.org/10.1007/978-3-662-62843-0_10 conf/tllm/2020 db/conf/tllm/tllm2020.html#RooijX20

Robert van Rooij Katrin Schulz Conditionals, Causality and Conditional Probability. 55-71 2019 28 J. Log. Lang. Inf. 1 https://doi.org/10.1007/s10849-018-9275-5 db/journals/jolli/jolli28.html#RooijS19

Thomas Brochhagen Michael Franke Robert van Rooij Coevolution of Lexical Meaning and Pragmatic Use. 2757-2789 2018 42 Cogn. Sci. 8 https://doi.org/10.1111/cogs.12681 https://www.wikidata.org/entity/Q57182573 db/journals/cogsci/cogsci42.html#BrochhagenFR18

Thomas Brochhagen Michael Franke Robert van Rooij Learning biases may prevent lexicalization of pragmatic inferences: a case study combining iterated (Bayesian) learning and functional selection. 2016 CogSci https://escholarship.org/uc/item/8kf6d2wx conf/cogsci/2016 db/conf/cogsci/cogsci2016.html#BrochhagenFR16 Pablo Cobreros Paul Égré David Ripley Robert van Rooij Comparing Some Substructural Strategies Dealing with Vagueness. 161-172 2016 IPMU (2) https://doi.org/10.1007/978-3-319-40581-0_14 conf/ipmu/2016-2 db/conf/ipmu/ipmu2016-2.html#CobrerosERR16

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Pragmatic Interpretations of Vague Expressions: Strongest Meaning and Nonmonotonic Consequence. 375-393 2015 44 J. Philos. Log. 4 https://doi.org/10.1007/s10992-014-9325-7 db/journals/jphil/jphil44.html#CobrerosERR15

Michael Franke Robert van Rooij Strategies of Persuasion, Manipulation and Propaganda: Psychological and Social Aspects. 255-291 2015 Models of Strategic Reasoning https://doi.org/10.1007/978-3-662-48540-8_8 series/lncs/8972 db/series/lncs/lncs8972.html#FrankeR15

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Foreword: Three-valued logics and their applications. 1-11 2014 24 J. Appl. Non Class. Logics 1-2 https://doi.org/10.1080/11663081.2014.909631 db/journals/jancl/jancl24.html#CobrerosERR14

Peter Pagin Robert van Rooij Jonas Åkerman Philosophy of language and mind. 1731-1733 2013 190 Synth. 10 https://doi.org/10.1007/s11229-013-0258-4 db/journals/synthese/synthese190.html#PaginRA13

Robert van Rooij Tikitu de Jager Explaining Quantity Implicatures. 461-477 2012 21 J. Log. Lang. Inf. 4 https://doi.org/10.1007/s10849-012-9163-3 db/journals/jolli/jolli21.html#RooijJ12

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Tolerant, Classical, Strict. 347-385 2012 41 J. Philos. Log. 2 https://doi.org/10.1007/s10992-010-9165-z db/journals/jphil/jphil41.html#CobrerosERR12

Michael Franke Tikitu de Jager Robert van Rooij Relevance in Cooperation and Conflict. 23-54 2012 22 J. Log. Comput. 1 https://doi.org/10.1093/logcom/exp070 db/journals/logcom/logcom22.html#FrankeJR12

Pablo Cobreros Paul Égré David Ripley Robert van Rooij Tolerance and Mixed Consequence in the S'valuationist Setting. 855-877 2012 100 Stud Logica 4 https://doi.org/10.1007/s11225-012-9422-y db/journals/sLogica/sLogica100.html#CobrerosERR12

Robert van Rooij Measurement and Interadjective Comparisons. 335-358 2011 28 J. Semant. 3 https://doi.org/10.1093/jos/ffq018 db/journals/jsemantics/jsemantics28.html#Rooij11

Robert van Rooij Revealed preference and satisficing behavior. 1-12 2011 179 Synth. Supplement-1 https://doi.org/10.1007/s11229-010-9826-z db/journals/synthese/synthese179.html#Rooij11

Robert van Rooij Vagueness and Linguistics. 123-170 2011 Vagueness: A Guide https://doi.org/10.1007/978-94-007-0375-9_6 series/leus/Ronzitti11 db/series/leus/leus19.html#Rooij11 Anton Benz Christian Ebert Gerhard Jäger Robert van Rooij Language, Games, and Evolution: An Introduction. 1-13 2011 Language, Games, and Evolution https://doi.org/10.1007/978-3-642-18006-4_1 series/lncs/6207 db/series/lncs/lncs6207.html#BenzEJR11 Kris De Jaegher Robert van Rooij Strategic Vagueness, and Appropriate Contexts. 40-59 2011 Language, Games, and Evolution https://doi.org/10.1007/978-3-642-18006-4_3 series/lncs/6207 db/series/lncs/lncs6207.html#JaegherR11 Rick Nouwen Robert van Rooij Uli Sauerland Hans-Christian Schmitz Vagueness in Communication - International Workshop, ViC 2009, held as part of ESSLLI 2009, Bordeaux, France, July 20-24, 2009. Revised Selected Papers 6517 2011 Springer Lecture Notes in Computer Science https://doi.org/10.1007/978-3-642-18446-8 978-3-642-18445-1 ViC db/conf/esslli/vic2009.html Anton Benz Christian Ebert Gerhard Jäger Robert van Rooij Language, Games, and Evolution - Trends in Current Research on Language and Game Theory 2011 Springer Lecture Notes in Computer Science 6207 https://doi.org/10.1007/978-3-642-18006-4 978-3-642-18005-7 Language, Games, and Evolution db/series/lncs/lncs6207.html

Robert van Rooij Introduction. 1-3 2010 174 Synth. 1 https://doi.org/10.1007/s11229-009-9682-x db/journals/synthese/synthese174.html#Rooij10

Michael Franke Gerhard Jäger Robert van Rooij Vagueness, Signaling and Bounded Rationality. 45-59 2010 JSAI-isAI Workshops https://doi.org/10.1007/978-3-642-25655-4_5 conf/jsai/2010 db/conf/jsai/jsai2010.html#FrankeJR10 Robert van Rooij Extending Syllogistic Reasoning. 124-132 2009 Amsterdam Colloquium on Logic, Language and Meaning https://doi.org/10.1007/978-3-642-14287-1_13 conf/amsterdam/2009 db/conf/amsterdam/amsterdam2009.html#Rooij09 Rick Nouwen Robert van Rooij Uli Sauerland Hans-Christian Schmitz Introduction. 1-12 2009 ViC https://doi.org/10.1007/978-3-642-18446-8_1 conf/esslli/2009vic db/conf/esslli/vic2009.html#NouwenRSS09 Robert van Rooij Comparing Questions and Answers: A Bit of Logic, a Bit of Language, and Some Bits of Information. 161-192 2009 Formal Theories of Information https://doi.org/10.1007/978-3-642-00659-3_7 conf/muenchenwiler/2009 db/conf/muenchenwiler/fti2009.html#Rooij09

Robert van Rooij Strengthening Conditional Presuppositions. 289-304 2007 24 J. Semant. 3 https://doi.org/10.1093/jos/ffm007 db/journals/jsemantics/jsemantics24.html#Rooij07

Robert van Rooij The Stag Hunt and the Evolution of Social Structure. 133-138 2007 85 Stud Logica 1 https://doi.org/10.1007/s11225-007-9024-2 db/journals/sLogica/sLogica85.html#Rooij07

Gerhard Jäger Robert van Rooij Language structure: psychological and social constraints. 99-130 2007 159 Synth. 1 https://doi.org/10.1007/s11229-006-9073-5 db/journals/synthese/synthese159.html#JagerR07

Tikitu de Jager Robert van Rooij Explaining quantity implicatures. 193-202 2007 TARK https://doi.org/10.1145/1324249.1324276 conf/tark/2007 db/conf/tark/tark2007.html#JagerR07

Robert van Rooij Free Choice Counterfactual Donkeys. 383-402 2006 23 J. Semant. 4 https://doi.org/10.1093/jos/ffl004 db/journals/jsemantics/jsemantics23.html#Rooij06

Robert van Rooij A Modal Analysis of Presupposition and Modal Subordination. 281-305 2005 22 J. Semant. 3 https://doi.org/10.1093/jos/ffh026 db/journals/jsemantics/jsemantics22.html#Rooij05

Robert van Rooij Katrin Schulz Exhaustive Interpretation of Complex Sentences. 491-519 2004 13 J. Log. Lang. Inf. 4 https://doi.org/10.1007/s10849-004-2118-6 db/journals/jolli/jolli13.html#RooijS04

Robert van Rooij Attitudes and changing contexts. 1997 1-10 University of Stuttgart https://d-nb.info/95620581X Jonas Åkerman Anton Benz Thomas Brochhagen Fengxiang Cheng Rochelle Choenni Pablo Cobreros Igor Douven Christian Ebert Paul EgréPaul Égré Michael Franke Mingming Gong Kris De Jaegher Gerhard Jäger Tikitu de Jager Karolina Krzyzanowska Alina Leidinger Haoxuan Li 0001 Xiang Li Zhouchen Lin Fenrong Liu Rick Nouwen Peter Pagin David Ripley Uli Sauerland Hans-Christian Schmitz Katrin Schulz Ekaterina Shutova Kaibo Xie Kun Zhang 0001 Chuan Zhou 0013