%0 Conference Proceedings %T Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %E Chersoni, Emmanuele %E Hollenstein, Nora %E Jacobs, Cassandra %E Oseki, Yohei %E Prévot, Laurent %E Santus, Enrico %D 2021 %8 June %I Association for Computational Linguistics %C Online %F cmcl-2021-cognitive %U https://aclanthology.org/2021.cmcl-1.0 %0 Conference Proceedings %T Non-Complementarity of Information in Word-Embedding and Brain Representations in Distinguishing between Concrete and Abstract Words %A Ramakrishnan, Kalyan %A Deniz, Fatma %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F ramakrishnan-deniz-2021-non %R 10.18653/v1/2021.cmcl-1.1 %U https://aclanthology.org/2021.cmcl-1.1 %U https://doi.org/10.18653/v1/2021.cmcl-1.1 %P 1-11 %0 Conference Proceedings %T Human Sentence Processing: Recurrence or Attention? %A Merkx, Danny %A Frank, Stefan L. %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F merkx-frank-2021-human %R 10.18653/v1/2021.cmcl-1.2 %U https://aclanthology.org/2021.cmcl-1.2 %U https://doi.org/10.18653/v1/2021.cmcl-1.2 %P 12-22 %0 Conference Proceedings %T Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar %A Stanojević, Miloš %A Bhattasali, Shohini %A Dunagan, Donald %A Campanelli, Luca %A Steedman, Mark %A Brennan, Jonathan %A Hale, John %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F stanojevic-etal-2021-modeling %R 10.18653/v1/2021.cmcl-1.3 %U https://aclanthology.org/2021.cmcl-1.3 %U https://doi.org/10.18653/v1/2021.cmcl-1.3 %P 23-38 %0 Conference Proceedings %T A Multinomial Processing Tree Model of RC Attachment %A Logacev, Pavel %A Dokudan, Noyan %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F logacev-dokudan-2021-multinomial %R 10.18653/v1/2021.cmcl-1.4 %U https://aclanthology.org/2021.cmcl-1.4 %U https://doi.org/10.18653/v1/2021.cmcl-1.4 %P 39-47 %0 Conference Proceedings %T That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models %A Sarti, Gabriele %A Brunato, Dominique %A Dell’Orletta, Felice %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F sarti-etal-2021-looks %R 10.18653/v1/2021.cmcl-1.5 %U https://aclanthology.org/2021.cmcl-1.5 %U https://doi.org/10.18653/v1/2021.cmcl-1.5 %P 48-60 %0 Conference Proceedings %T Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention %A Ryu, Soo Hyun %A Lewis, Richard %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F ryu-lewis-2021-accounting %R 10.18653/v1/2021.cmcl-1.6 %U https://aclanthology.org/2021.cmcl-1.6 %U https://doi.org/10.18653/v1/2021.cmcl-1.6 %P 61-71 %0 Conference Proceedings %T CMCL 2021 Shared Task on Eye-Tracking Prediction %A Hollenstein, Nora %A Chersoni, Emmanuele %A Jacobs, Cassandra L. %A Oseki, Yohei %A Prévot, Laurent %A Santus, Enrico %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F hollenstein-etal-2021-cmcl %R 10.18653/v1/2021.cmcl-1.7 %U https://aclanthology.org/2021.cmcl-1.7 %U https://doi.org/10.18653/v1/2021.cmcl-1.7 %P 72-78 %0 Conference Proceedings %T LangResearchLab_NC at CMCL2021 Shared Task: Predicting Gaze Behaviour Using Linguistic Features and Tree Regressors %A Agarwal, Raksha %A Chatterjee, Niladri %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F agarwal-chatterjee-2021-langresearchlab %R 10.18653/v1/2021.cmcl-1.8 %U https://aclanthology.org/2021.cmcl-1.8 %U https://doi.org/10.18653/v1/2021.cmcl-1.8 %P 79-84 %0 Conference Proceedings %T TorontoCL at CMCL 2021 Shared Task: RoBERTa with Multi-Stage Fine-Tuning for Eye-Tracking Prediction %A Li, Bai %A Rudzicz, Frank %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F li-rudzicz-2021-torontocl %R 10.18653/v1/2021.cmcl-1.9 %U https://aclanthology.org/2021.cmcl-1.9 %U https://doi.org/10.18653/v1/2021.cmcl-1.9 %P 85-89 %0 Conference Proceedings %T LAST at CMCL 2021 Shared Task: Predicting Gaze Data During Reading with a Gradient Boosting Decision Tree Approach %A Bestgen, Yves %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F bestgen-2021-last %R 10.18653/v1/2021.cmcl-1.10 %U https://aclanthology.org/2021.cmcl-1.10 %U https://doi.org/10.18653/v1/2021.cmcl-1.10 %P 90-96 %0 Conference Proceedings %T Team Ohio State at CMCL 2021 Shared Task: Fine-Tuned RoBERTa for Eye-Tracking Data Prediction %A Oh, Byung-Doh %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F oh-2021-team %R 10.18653/v1/2021.cmcl-1.11 %U https://aclanthology.org/2021.cmcl-1.11 %U https://doi.org/10.18653/v1/2021.cmcl-1.11 %P 97-101 %0 Conference Proceedings %T PIHKers at CMCL 2021 Shared Task: Cosine Similarity and Surprisal to Predict Human Reading Patterns. %A Salicchi, Lavinia %A Lenci, Alessandro %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F salicchi-lenci-2021-pihkers %R 10.18653/v1/2021.cmcl-1.12 %U https://aclanthology.org/2021.cmcl-1.12 %U https://doi.org/10.18653/v1/2021.cmcl-1.12 %P 102-107 %0 Conference Proceedings %T TALEP at CMCL 2021 Shared Task: Non Linear Combination of Low and High-Level Features for Predicting Eye-Tracking Data %A Dary, Franck %A Nasr, Alexis %A Fourtassi, Abdellah %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F dary-etal-2021-talep %R 10.18653/v1/2021.cmcl-1.13 %U https://aclanthology.org/2021.cmcl-1.13 %U https://doi.org/10.18653/v1/2021.cmcl-1.13 %P 108-113 %0 Conference Proceedings %T MTL782_IITD at CMCL 2021 Shared Task: Prediction of Eye-Tracking Features Using BERT Embeddings and Linguistic Features %A Choudhary, Shivani %A Tandon, Kushagri %A Agarwal, Raksha %A Chatterjee, Niladri %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F choudhary-etal-2021-mtl782 %R 10.18653/v1/2021.cmcl-1.14 %U https://aclanthology.org/2021.cmcl-1.14 %U https://doi.org/10.18653/v1/2021.cmcl-1.14 %P 114-119 %0 Conference Proceedings %T KonTra at CMCL 2021 Shared Task: Predicting Eye Movements by Combining BERT with Surface, Linguistic and Behavioral Information %A Yu, Qi %A Kalouli, Aikaterini-Lida %A Frassinelli, Diego %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F yu-etal-2021-kontra %R 10.18653/v1/2021.cmcl-1.15 %U https://aclanthology.org/2021.cmcl-1.15 %U https://doi.org/10.18653/v1/2021.cmcl-1.15 %P 120-124 %0 Conference Proceedings %T CogNLP-Sheffield at CMCL 2021 Shared Task: Blending Cognitively Inspired Features with Transformer-based Language Models for Predicting Eye Tracking Patterns %A Vickers, Peter %A Wainwright, Rosa %A Tayyar Madabushi, Harish %A Villavicencio, Aline %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F vickers-etal-2021-cognlp %R 10.18653/v1/2021.cmcl-1.16 %U https://aclanthology.org/2021.cmcl-1.16 %U https://doi.org/10.18653/v1/2021.cmcl-1.16 %P 125-133 %0 Conference Proceedings %T Team ReadMe at CMCL 2021 Shared Task: Predicting Human Reading Patterns by Traditional Oculomotor Control Models and Machine Learning %A Balkoca, Alisan %A Algan, Abdullah %A Acarturk, Cengiz %A Çöltekin, Çağrı %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F balkoca-etal-2021-team %R 10.18653/v1/2021.cmcl-1.17 %U https://aclanthology.org/2021.cmcl-1.17 %U https://doi.org/10.18653/v1/2021.cmcl-1.17 %P 134-140 %0 Conference Proceedings %T Enhancing Cognitive Models of Emotions with Representation Learning %A Guo, Yuting %A Choi, Jinho D. %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F guo-choi-2021-enhancing %R 10.18653/v1/2021.cmcl-1.18 %U https://aclanthology.org/2021.cmcl-1.18 %U https://doi.org/10.18653/v1/2021.cmcl-1.18 %P 141-148 %0 Conference Proceedings %T Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction %A Dunn, Jonathan %A Nini, Andrea %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F dunn-nini-2021-production %R 10.18653/v1/2021.cmcl-1.19 %U https://aclanthology.org/2021.cmcl-1.19 %U https://doi.org/10.18653/v1/2021.cmcl-1.19 %P 149-159 %0 Conference Proceedings %T Clause Final Verb Prediction in Hindi: Evidence for Noisy Channel Model of Communication %A Sharma, Kartik %A Bafna, Niyati %A Husain, Samar %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F sharma-etal-2021-clause %R 10.18653/v1/2021.cmcl-1.20 %U https://aclanthology.org/2021.cmcl-1.20 %U https://doi.org/10.18653/v1/2021.cmcl-1.20 %P 160-170 %0 Conference Proceedings %T Dependency Locality and Neural Surprisal as Predictors of Processing Difficulty: Evidence from Reading Times %A Rathi, Neil %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F rathi-2021-dependency %R 10.18653/v1/2021.cmcl-1.21 %U https://aclanthology.org/2021.cmcl-1.21 %U https://doi.org/10.18653/v1/2021.cmcl-1.21 %P 171-176 %0 Conference Proceedings %T Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval %A Lissón, Paula %A Pregla, Dorothea %A Paape, Dario %A Burchert, Frank %A Stadie, Nicole %A Vasishth, Shravan %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F lisson-etal-2021-modeling %R 10.18653/v1/2021.cmcl-1.22 %U https://aclanthology.org/2021.cmcl-1.22 %U https://doi.org/10.18653/v1/2021.cmcl-1.22 %P 177-185 %0 Conference Proceedings %T Sentence Complexity in Context %A Iavarone, Benedetta %A Brunato, Dominique %A Dell’Orletta, Felice %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F iavarone-etal-2021-sentence %R 10.18653/v1/2021.cmcl-1.23 %U https://aclanthology.org/2021.cmcl-1.23 %U https://doi.org/10.18653/v1/2021.cmcl-1.23 %P 186-199 %0 Conference Proceedings %T Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks %A Nikolaus, Mitja %A Fourtassi, Abdellah %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F nikolaus-fourtassi-2021-evaluating %R 10.18653/v1/2021.cmcl-1.24 %U https://aclanthology.org/2021.cmcl-1.24 %U https://doi.org/10.18653/v1/2021.cmcl-1.24 %P 200-210 %0 Conference Proceedings %T Representation and Pre-Activation of Lexical-Semantic Knowledge in Neural Language Models %A Derby, Steven %A Miller, Paul %A Devereux, Barry %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F derby-etal-2021-representation %R 10.18653/v1/2021.cmcl-1.25 %U https://aclanthology.org/2021.cmcl-1.25 %U https://doi.org/10.18653/v1/2021.cmcl-1.25 %P 211-221 %0 Conference Proceedings %T Relation Classification with Cognitive Attention Supervision %A McGuire, Erik %A Tomuro, Noriko %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F mcguire-tomuro-2021-relation %R 10.18653/v1/2021.cmcl-1.26 %U https://aclanthology.org/2021.cmcl-1.26 %U https://doi.org/10.18653/v1/2021.cmcl-1.26 %P 222-232 %0 Conference Proceedings %T Graph-theoretic Properties of the Class of Phonological Neighbourhood Networks %A Turnbull, Rory %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F turnbull-2021-graph %R 10.18653/v1/2021.cmcl-1.27 %U https://aclanthology.org/2021.cmcl-1.27 %U https://doi.org/10.18653/v1/2021.cmcl-1.27 %P 233-240 %0 Conference Proceedings %T Contributions of Propositional Content and Syntactic Category Information in Sentence Processing %A Oh, Byung-Doh %A Schuler, William %Y Chersoni, Emmanuele %Y Hollenstein, Nora %Y Jacobs, Cassandra %Y Oseki, Yohei %Y Prévot, Laurent %Y Santus, Enrico %S Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics %D 2021 %8 June %I Association for Computational Linguistics %C Online %F oh-schuler-2021-contributions %R 10.18653/v1/2021.cmcl-1.28 %U https://aclanthology.org/2021.cmcl-1.28 %U https://doi.org/10.18653/v1/2021.cmcl-1.28 %P 241-250