Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics

Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor 2021-06 Association for Computational Linguistics Online text conference publication cmcl-2021-cognitive https://aclanthology.org/2021.cmcl-1.0/ Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words Kalyan Ramakrishnan author Fatma Deniz author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication ramakrishnan-deniz-2021-non 10.18653/v1/2021.cmcl-1.1 https://aclanthology.org/2021.cmcl-1.1/ 2021-06 1 11 Human Sentence Processing: Recurrence or Attention? Danny Merkx author Stefan L Frank author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication merkx-frank-2021-human 10.18653/v1/2021.cmcl-1.2 https://aclanthology.org/2021.cmcl-1.2/ 2021-06 12 22 Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar Miloš Stanojević author Shohini Bhattasali author Donald Dunagan author Luca Campanelli author Mark Steedman author Jonathan Brennan author John Hale author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication stanojevic-etal-2021-modeling 10.18653/v1/2021.cmcl-1.3 https://aclanthology.org/2021.cmcl-1.3/ 2021-06 23 38 A Multinomial Processing Tree Model of RC Attachment Pavel Logacev author Noyan Dokudan author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication logacev-dokudan-2021-multinomial 10.18653/v1/2021.cmcl-1.4 https://aclanthology.org/2021.cmcl-1.4/ 2021-06 39 47 That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models Gabriele Sarti author Dominique Brunato author Felice Dell’Orletta author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication sarti-etal-2021-looks 10.18653/v1/2021.cmcl-1.5 https://aclanthology.org/2021.cmcl-1.5/ 2021-06 48 60 Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention Soo Hyun Ryu author Richard Lewis author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication ryu-lewis-2021-accounting 10.18653/v1/2021.cmcl-1.6 https://aclanthology.org/2021.cmcl-1.6/ 2021-06 61 71 CMCL 2021 Shared Task on Eye-Tracking Prediction Nora Hollenstein author Emmanuele Chersoni author Cassandra L Jacobs author Yohei Oseki author Laurent Prévot author Enrico Santus author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication hollenstein-etal-2021-cmcl 10.18653/v1/2021.cmcl-1.7 https://aclanthology.org/2021.cmcl-1.7/ 2021-06 72 78 LangResearchLab_NC at CMCL2021 Shared Task: Predicting Gaze Behaviour Using Linguistic Features and Tree Regressors Raksha Agarwal author Niladri Chatterjee author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication agarwal-chatterjee-2021-langresearchlab 10.18653/v1/2021.cmcl-1.8 https://aclanthology.org/2021.cmcl-1.8/ 2021-06 79 84 TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction Bai Li author Frank Rudzicz author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication li-rudzicz-2021-torontocl 10.18653/v1/2021.cmcl-1.9 https://aclanthology.org/2021.cmcl-1.9/ 2021-06 85 89 LAST at CMCL 2021 Shared Task: Predicting Gaze Data During Reading with a Gradient Boosting Decision Tree Approach Yves Bestgen author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication bestgen-2021-last 10.18653/v1/2021.cmcl-1.10 https://aclanthology.org/2021.cmcl-1.10/ 2021-06 90 96 Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction Byung-Doh Oh author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication oh-2021-team 10.18653/v1/2021.cmcl-1.11 https://aclanthology.org/2021.cmcl-1.11/ 2021-06 97 101 PIHKers at CMCL 2021 Shared Task: Cosine Similarity and Surprisal to Predict Human Reading Patterns. Lavinia Salicchi author Alessandro Lenci author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication salicchi-lenci-2021-pihkers 10.18653/v1/2021.cmcl-1.12 https://aclanthology.org/2021.cmcl-1.12/ 2021-06 102 107 TALEP at CMCL 2021 Shared Task: Non Linear Combination of Low and High-Level Features for Predicting Eye-Tracking Data Franck Dary author Alexis Nasr author Abdellah Fourtassi author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication dary-etal-2021-talep 10.18653/v1/2021.cmcl-1.13 https://aclanthology.org/2021.cmcl-1.13/ 2021-06 108 113 MTL782_IITD at CMCL 2021 Shared Task: Prediction of Eye-Tracking Features Using BERT Embeddings and Linguistic Features Shivani Choudhary author Kushagri Tandon author Raksha Agarwal author Niladri Chatterjee author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication choudhary-etal-2021-mtl782 10.18653/v1/2021.cmcl-1.14 https://aclanthology.org/2021.cmcl-1.14/ 2021-06 114 119 KonTra at CMCL 2021 Shared Task: Predicting Eye Movements by Combining BERT with Surface, Linguistic and Behavioral Information Qi Yu author Aikaterini-Lida Kalouli author Diego Frassinelli author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication yu-etal-2021-kontra 10.18653/v1/2021.cmcl-1.15 https://aclanthology.org/2021.cmcl-1.15/ 2021-06 120 124 CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns Peter Vickers author Rosa Wainwright author Harish Tayyar Madabushi author Aline Villavicencio author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication vickers-etal-2021-cognlp 10.18653/v1/2021.cmcl-1.16 https://aclanthology.org/2021.cmcl-1.16/ 2021-06 125 133 Team ReadMe at CMCL 2021 Shared Task: Predicting Human Reading Patterns by Traditional Oculomotor Control Models and Machine Learning Alisan Balkoca author Abdullah Algan author Cengiz Acarturk author Çağrı Çöltekin author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication balkoca-etal-2021-team 10.18653/v1/2021.cmcl-1.17 https://aclanthology.org/2021.cmcl-1.17/ 2021-06 134 140 Enhancing Cognitive Models of Emotions with Representation Learning Yuting Guo author Jinho D Choi author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication guo-choi-2021-enhancing 10.18653/v1/2021.cmcl-1.18 https://aclanthology.org/2021.cmcl-1.18/ 2021-06 141 148 Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction Jonathan Dunn author Andrea Nini author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication dunn-nini-2021-production 10.18653/v1/2021.cmcl-1.19 https://aclanthology.org/2021.cmcl-1.19/ 2021-06 149 159 Clause Final Verb Prediction in Hindi: Evidence for Noisy Channel Model of Communication Kartik Sharma author Niyati Bafna author Samar Husain author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication sharma-etal-2021-clause 10.18653/v1/2021.cmcl-1.20 https://aclanthology.org/2021.cmcl-1.20/ 2021-06 160 170 Dependency Locality and Neural Surprisal as Predictors of Processing Difficulty: Evidence from Reading Times Neil Rathi author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication rathi-2021-dependency 10.18653/v1/2021.cmcl-1.21 https://aclanthology.org/2021.cmcl-1.21/ 2021-06 171 176 Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval Paula Lissón author Dorothea Pregla author Dario Paape author Frank Burchert author Nicole Stadie author Shravan Vasishth author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication lisson-etal-2021-modeling 10.18653/v1/2021.cmcl-1.22 https://aclanthology.org/2021.cmcl-1.22/ 2021-06 177 185 Sentence Complexity in Context Benedetta Iavarone author Dominique Brunato author Felice Dell’Orletta author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication iavarone-etal-2021-sentence 10.18653/v1/2021.cmcl-1.23 https://aclanthology.org/2021.cmcl-1.23/ 2021-06 186 199 Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks Mitja Nikolaus author Abdellah Fourtassi author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication nikolaus-fourtassi-2021-evaluating 10.18653/v1/2021.cmcl-1.24 https://aclanthology.org/2021.cmcl-1.24/ 2021-06 200 210 Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models Steven Derby author Paul Miller author Barry Devereux author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication derby-etal-2021-representation 10.18653/v1/2021.cmcl-1.25 https://aclanthology.org/2021.cmcl-1.25/ 2021-06 211 221 Relation Classification with Cognitive Attention Supervision Erik McGuire author Noriko Tomuro author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication mcguire-tomuro-2021-relation 10.18653/v1/2021.cmcl-1.26 https://aclanthology.org/2021.cmcl-1.26/ 2021-06 222 232 Graph-theoretic Properties of the Class of Phonological Neighbourhood Networks Rory Turnbull author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication turnbull-2021-graph 10.18653/v1/2021.cmcl-1.27 https://aclanthology.org/2021.cmcl-1.27/ 2021-06 233 240 Contributions of Propositional Content and Syntactic Category Information in Sentence Processing Byung-Doh Oh author William Schuler author 2021-06 text Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics Emmanuele Chersoni editor Nora Hollenstein editor Cassandra Jacobs editor Yohei Oseki editor Laurent Prévot editor Enrico Santus editor Association for Computational Linguistics Online conference publication oh-schuler-2021-contributions 10.18653/v1/2021.cmcl-1.28 https://aclanthology.org/2021.cmcl-1.28/ 2021-06 241 250