Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023)

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor 2023-07 Association for Computational Linguistics Toronto, Canada text conference publication bea-2023-innovative https://aclanthology.org/2023.bea-1.0/ LFTK: Handcrafted Features in Computational Linguistics Bruce W Lee author Jason Lee author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication lee-lee-2023-lftk 10.18653/v1/2023.bea-1.1 https://aclanthology.org/2023.bea-1.1/ 2023-07 1 19 Improving Mathematics Tutoring With A Code Scratchpad Shriyash Upadhyay author Etan Ginsberg author Chris Callison-Burch author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication upadhyay-etal-2023-improving 10.18653/v1/2023.bea-1.2 https://aclanthology.org/2023.bea-1.2/ 2023-07 20 28 A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey Generation Irene Li author Thomas George author Alex Fabbri author Tammy Liao author Benjamin Chen author Rina Kawamura author Richard Zhou author Vanessa Yan author Swapnil Hingmire author Dragomir Radev author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication li-etal-2023-transfer 10.18653/v1/2023.bea-1.3 https://aclanthology.org/2023.bea-1.3/ 2023-07 29 43 Using Learning Analytics for Adaptive Exercise Generation Tanja Heck author Detmar Meurers author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication heck-meurers-2023-using 10.18653/v1/2023.bea-1.4 https://aclanthology.org/2023.bea-1.4/ 2023-07 44 56 Reviewriter: AI-Generated Instructions For Peer Review Writing Xiaotian Su author Thiemo Wambsganss author Roman Rietsche author Seyed Parsa Neshaei author Tanja Käser author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication su-etal-2023-reviewriter 10.18653/v1/2023.bea-1.5 https://aclanthology.org/2023.bea-1.5/ 2023-07 57 71 Towards L2-friendly pipelines for learner corpora: A case of written production by L2-Korean learners Hakyung Sung author Gyu-Ho Shin author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication sung-shin-2023-towards 10.18653/v1/2023.bea-1.6 https://aclanthology.org/2023.bea-1.6/ 2023-07 72 82 ChatBack: Investigating Methods of Providing Grammatical Error Feedback in a GUI-based Language Learning Chatbot Kai-Hui Liang author Sam Davidson author Xun Yuan author Shehan Panditharatne author Chun-Yen Chen author Ryan Shea author Derek Pham author Yinghua Tan author Erik Voss author Luke Fryer author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication liang-etal-2023-chatback 10.18653/v1/2023.bea-1.7 https://aclanthology.org/2023.bea-1.7/ 2023-07 83 99 Enhancing Video-based Learning Using Knowledge Tracing: Personalizing Students’ Learning Experience with ORBITS Shady Shehata author David Santandreu Calonge author Philip Purnell author Mark Thompson author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication shehata-etal-2023-enhancing 10.18653/v1/2023.bea-1.8 https://aclanthology.org/2023.bea-1.8/ 2023-07 100 107 Enhancing Human Summaries for Question-Answer Generation in Education Hannah Gonzalez author Liam Dugan author Eleni Miltsakaki author Zhiqi Cui author Jiaxuan Ren author Bryan Li author Shriyash Upadhyay author Etan Ginsberg author Chris Callison-Burch author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication gonzalez-etal-2023-enhancing 10.18653/v1/2023.bea-1.9 https://aclanthology.org/2023.bea-1.9/ 2023-07 108 118 Difficulty-Controllable Neural Question Generation for Reading Comprehension using Item Response Theory Masaki Uto author Yuto Tomikawa author Ayaka Suzuki author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication uto-etal-2023-difficulty 10.18653/v1/2023.bea-1.10 https://aclanthology.org/2023.bea-1.10/ 2023-07 119 129 Evaluating Classroom Potential for Card-it: Digital Flashcards for Studying and Learning Italian Morphology Mariana Shimabukuro author Jessica Zipf author Shawn Yama author Christopher Collins author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication shimabukuro-etal-2023-evaluating 10.18653/v1/2023.bea-1.11 https://aclanthology.org/2023.bea-1.11/ 2023-07 130 136 Scalable and Explainable Automated Scoring for Open-Ended Constructed Response Math Word Problems Scott Hellman author Alejandro Andrade author Kyle Habermehl author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication hellman-etal-2023-scalable 10.18653/v1/2023.bea-1.12 https://aclanthology.org/2023.bea-1.12/ 2023-07 137 147 Gender-Inclusive Grammatical Error Correction through Augmentation Gunnar Lund author Kostiantyn Omelianchuk author Igor Samokhin author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication lund-etal-2023-gender 10.18653/v1/2023.bea-1.13 https://aclanthology.org/2023.bea-1.13/ 2023-07 148 162 ReadAlong Studio Web Interface for Digital Interactive Storytelling Aidan Pine author David Huggins-Daines author Eric Joanis author Patrick Littell author Marc Tessier author Delasie Torkornoo author Rebecca Knowles author Roland Kuhn author Delaney Lothian author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication pine-etal-2023-readalong 10.18653/v1/2023.bea-1.14 https://aclanthology.org/2023.bea-1.14/ 2023-07 163 172 Labels are not necessary: Assessing peer-review helpfulness using domain adaptation based on self-training Chengyuan Liu author Divyang Doshi author Muskaan Bhargava author Ruixuan Shang author Jialin Cui author Dongkuan Xu author Edward Gehringer author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-labels 10.18653/v1/2023.bea-1.15 https://aclanthology.org/2023.bea-1.15/ 2023-07 173 183 Generating Dialog Responses with Specified Grammatical Items for Second Language Learning Yuki Okano author Kotaro Funakoshi author Ryo Nagata author Manabu Okumura author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication okano-etal-2023-generating 10.18653/v1/2023.bea-1.16 https://aclanthology.org/2023.bea-1.16/ 2023-07 184 194 UKP-SQuARE: An Interactive Tool for Teaching Question Answering Haishuo Fang author Haritz Puerto author Iryna Gurevych author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication fang-etal-2023-ukp 10.18653/v1/2023.bea-1.17 https://aclanthology.org/2023.bea-1.17/ 2023-07 195 204 Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods Mengsay Loem author Masahiro Kaneko author Sho Takase author Naoaki Okazaki author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication loem-etal-2023-exploring 10.18653/v1/2023.bea-1.18 https://aclanthology.org/2023.bea-1.18/ 2023-07 205 219 A Closer Look at k-Nearest Neighbors Grammatical Error Correction Justin Vasselli author Taro Watanabe author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication vasselli-watanabe-2023-closer 10.18653/v1/2023.bea-1.19 https://aclanthology.org/2023.bea-1.19/ 2023-07 220 231 Towards Extracting and Understanding the Implicit Rubrics of Transformer Based Automatic Essay Scoring Models James Fiacco author David Adamson author Carolyn Rose author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication fiacco-etal-2023-towards 10.18653/v1/2023.bea-1.20 https://aclanthology.org/2023.bea-1.20/ 2023-07 232 241 Analyzing Bias in Large Language Model Solutions for Assisted Writing Feedback Tools: Lessons from the Feedback Prize Competition Series Perpetual Baffour author Tor Saxberg author Scott Crossley author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication baffour-etal-2023-analyzing 10.18653/v1/2023.bea-1.21 https://aclanthology.org/2023.bea-1.21/ 2023-07 242 246 Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank Nischal Ashok Kumar author Nigel Fernandez author Zichao Wang author Andrew Lan author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication ashok-kumar-etal-2023-improving 10.18653/v1/2023.bea-1.22 https://aclanthology.org/2023.bea-1.22/ 2023-07 247 259 Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning Hengyuan Zhang author Dawei Li author Yanran Li author Chenming Shang author Chufan Shi author Yong Jiang author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-assisting 10.18653/v1/2023.bea-1.23 https://aclanthology.org/2023.bea-1.23/ 2023-07 260 274 Predicting the Quality of Revisions in Argumentative Writing Zhexiong Liu author Diane Litman author Elaine Wang author Lindsay Matsumura author Richard Correnti author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication liu-etal-2023-predicting 10.18653/v1/2023.bea-1.24 https://aclanthology.org/2023.bea-1.24/ 2023-07 275 287 Reconciling Adaptivity and Task Orientation in the Student Dashboard of an Intelligent Language Tutoring System Leona Colling author Tanja Heck author Detmar Meurers author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication colling-etal-2023-reconciling 10.18653/v1/2023.bea-1.25 https://aclanthology.org/2023.bea-1.25/ 2023-07 288 299 GrounDialog: A Dataset for Repair and Grounding in Task-oriented Spoken Dialogues for Language Learning Xuanming Zhang author Rahul Divekar author Rutuja Ubale author Zhou Yu author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication zhang-etal-2023-groundialog 10.18653/v1/2023.bea-1.26 https://aclanthology.org/2023.bea-1.26/ 2023-07 300 314 SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts Rose Wang author Pawan Wirawarn author Noah Goodman author Dorottya Demszky author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication wang-etal-2023-sight 10.18653/v1/2023.bea-1.27 https://aclanthology.org/2023.bea-1.27/ 2023-07 315 351 Recognizing Learner Handwriting Retaining Orthographic Errors for Enabling Fine-Grained Error Feedback Christian Gold author Ronja Laarmann-Quante author Torsten Zesch author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication gold-etal-2023-recognizing 10.18653/v1/2023.bea-1.28 https://aclanthology.org/2023.bea-1.28/ 2023-07 352 360 ExASAG: Explainable Framework for Automatic Short Answer Grading Maximilian Tornqvist author Mosleh Mahamud author Erick Mendez Guzman author Alexandra Farazouli author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication tornqvist-etal-2023-exasag 10.18653/v1/2023.bea-1.29 https://aclanthology.org/2023.bea-1.29/ 2023-07 361 371 You’ve Got a Friend in ... a Language Model? A Comparison of Explanations of Multiple-Choice Items of Reading Comprehension between ChatGPT and Humans George Duenas author Sergio Jimenez author Geral Mateus Ferro author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication duenas-etal-2023-youve 10.18653/v1/2023.bea-1.30 https://aclanthology.org/2023.bea-1.30/ 2023-07 372 381 Automatically Generated Summaries of Video Lectures May Enhance Students’ Learning Experience Hannah Gonzalez author Jiening Li author Helen Jin author Jiaxuan Ren author Hongyu Zhang author Ayotomiwa Akinyele author Adrian Wang author Eleni Miltsakaki author Ryan Baker author Chris Callison-Burch author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication gonzalez-etal-2023-automatically 10.18653/v1/2023.bea-1.31 https://aclanthology.org/2023.bea-1.31/ 2023-07 382 393 Automated evaluation of written discourse coherence using GPT-4 Ben Naismith author Phoebe Mulcaire author Jill Burstein author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication naismith-etal-2023-automated 10.18653/v1/2023.bea-1.32 https://aclanthology.org/2023.bea-1.32/ 2023-07 394 403 ALEXSIS+: Improving Substitute Generation and Selection for Lexical Simplification with Information Retrieval Kai North author Alphaeus Dmonte author Tharindu Ranasinghe author Matthew Shardlow author Marcos Zampieri author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication north-etal-2023-alexsis 10.18653/v1/2023.bea-1.33 https://aclanthology.org/2023.bea-1.33/ 2023-07 404 413 Generating Better Items for Cognitive Assessments Using Large Language Models Antonio Laverghetta Jr. author John Licato author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication laverghetta-jr-licato-2023-generating 10.18653/v1/2023.bea-1.34 https://aclanthology.org/2023.bea-1.34/ 2023-07 414 428 Span Identification of Epistemic Stance-Taking in Academic Written English Masaki Eguchi author Kristopher Kyle author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication eguchi-kyle-2023-span 10.18653/v1/2023.bea-1.35 https://aclanthology.org/2023.bea-1.35/ 2023-07 429 442 ACTA: Short-Answer Grading in High-Stakes Medical Exams King Yiu Suen author Victoria Yaneva author Le An Ha author Janet Mee author Yiyun Zhou author Polina Harik author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication suen-etal-2023-acta 10.18653/v1/2023.bea-1.36 https://aclanthology.org/2023.bea-1.36/ 2023-07 443 447 Hybrid Models for Sentence Readability Assessment Fengkai Liu author John Lee author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication liu-lee-2023-hybrid 10.18653/v1/2023.bea-1.37 https://aclanthology.org/2023.bea-1.37/ 2023-07 448 454 Training for Grammatical Error Correction Without Human-Annotated L2 Learners’ Corpora Mikio Oda author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication oda-2023-training 10.18653/v1/2023.bea-1.38 https://aclanthology.org/2023.bea-1.38/ 2023-07 455 465 Exploring a New Grammatico-functional Type of Measure as Part of a Language Learning Expert System Cyriel Mallart author Andrew Simpkin author Rmi Venant author Nicolas Ballier author Bernardo Stearns author Jen Yu Li author Thomas Gaillat author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication mallart-etal-2023-exploring 10.18653/v1/2023.bea-1.39 https://aclanthology.org/2023.bea-1.39/ 2023-07 466 476 Japanese Lexical Complexity for Non-Native Readers: A New Dataset Yusuke Ide author Masato Mita author Adam Nohejl author Hiroki Ouchi author Taro Watanabe author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication ide-etal-2023-japanese 10.18653/v1/2023.bea-1.40 https://aclanthology.org/2023.bea-1.40/ 2023-07 477 487 Grammatical Error Correction for Sentence-level Assessment in Language Learning Anisia Katinskaia author Roman Yangarber author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication katinskaia-yangarber-2023-grammatical 10.18653/v1/2023.bea-1.41 https://aclanthology.org/2023.bea-1.41/ 2023-07 488 502 “Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity Eliza Hobo author Charlotte Pouw author Lisa Beinborn author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication hobo-etal-2023-geen 10.18653/v1/2023.bea-1.42 https://aclanthology.org/2023.bea-1.42/ 2023-07 503 517 CEFR-based Contextual Lexical Complexity Classifier in English and French Desislava Aleksandrova author Vincent Pouliot author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication aleksandrova-pouliot-2023-cefr 10.18653/v1/2023.bea-1.43 https://aclanthology.org/2023.bea-1.43/ 2023-07 518 527 The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts Dorottya Demszky author Heather Hill author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication demszky-hill-2023-ncte 10.18653/v1/2023.bea-1.44 https://aclanthology.org/2023.bea-1.44/ 2023-07 528 538 Auto-req: Automatic detection of pre-requisite dependencies between academic videos Rushil Thareja author Ritik Garg author Shiva Baghel author Deep Dwivedi author Mukesh Mohania author Ritvik Kulshrestha author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication thareja-etal-2023-auto 10.18653/v1/2023.bea-1.45 https://aclanthology.org/2023.bea-1.45/ 2023-07 539 549 Transformer-based Hebrew NLP models for Short Answer Scoring in Biology Abigail Gurin Schleifer author Beata Beigman Klebanov author Moriah Ariely author Giora Alexandron author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication gurin-schleifer-etal-2023-transformer 10.18653/v1/2023.bea-1.46 https://aclanthology.org/2023.bea-1.46/ 2023-07 550 555 Comparing Neural Question Generation Architectures for Reading Comprehension E Margaret Perkoff author Abhidip Bhattacharyya author Jon Cai author Jie Cao author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication 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Alexander Kwako author Yixin Wan author Jieyu Zhao author Mark Hansen author Kai-Wei Chang author Li Cai author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication kwako-etal-2023-bert 10.18653/v1/2023.bea-1.54 https://aclanthology.org/2023.bea-1.54/ 2023-07 668 681 MultiQG-TI: Towards Question Generation from Multi-modal Sources Zichao Wang author Richard Baraniuk author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor 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Al-Hossami author Razvan Bunescu author Ryan Teehan author Laurel Powell author Khyati Mahajan author Mohsen Dorodchi author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication al-hossami-etal-2023-socratic 10.18653/v1/2023.bea-1.57 https://aclanthology.org/2023.bea-1.57/ 2023-07 709 726 Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level Ali Quidwai author Chunhui Li author Parijat Dube author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication quidwai-etal-2023-beyond 10.18653/v1/2023.bea-1.58 https://aclanthology.org/2023.bea-1.58/ 2023-07 727 735 Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses Thomas Huber author Christina Niklaus author Siegfried Handschuh author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication huber-etal-2023-enhancing 10.18653/v1/2023.bea-1.59 https://aclanthology.org/2023.bea-1.59/ 2023-07 736 744 Assessing the efficacy of large language models in generating accurate teacher responses Yann Hicke author Abhishek Masand author Wentao Guo author Tushaar Gangavarapu author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication hicke-etal-2023-assessing 10.18653/v1/2023.bea-1.60 https://aclanthology.org/2023.bea-1.60/ 2023-07 745 755 RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses Alexis Baladón author Ignacio Sastre author Luis Chiruzzo author Aiala Rosá author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication baladon-etal-2023-retuyt 10.18653/v1/2023.bea-1.61 https://aclanthology.org/2023.bea-1.61/ 2023-07 756 765 Empowering Conversational Agents using Semantic In-Context Learning Amin Omidvar author Aijun An author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication omidvar-an-2023-empowering 10.18653/v1/2023.bea-1.62 https://aclanthology.org/2023.bea-1.62/ 2023-07 766 771 NAISTeacher: A Prompt and Rerank Approach to Generating Teacher Utterances in Educational Dialogues Justin Vasselli author Christopher Vasselli author Adam Nohejl author Taro Watanabe author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication vasselli-etal-2023-naisteacher 10.18653/v1/2023.bea-1.63 https://aclanthology.org/2023.bea-1.63/ 2023-07 772 784 The BEA 2023 Shared Task on Generating AI Teacher Responses in Educational Dialogues Anaïs Tack author Ekaterina Kochmar author Zheng Yuan author Serge Bibauw author Chris Piech author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication tack-etal-2023-bea 10.18653/v1/2023.bea-1.64 https://aclanthology.org/2023.bea-1.64/ 2023-07 785 795 The ADAIO System at the BEA-2023 Shared Task: Shared Task Generating AI Teacher Responses in Educational Dialogues Adaeze Adigwe author Zheng Yuan author 2023-07 text Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) Ekaterina Kochmar editor Jill Burstein editor Andrea Horbach editor Ronja Laarmann-Quante editor Nitin Madnani editor Anaïs Tack editor Victoria Yaneva editor Zheng Yuan editor Torsten Zesch editor Association for Computational Linguistics Toronto, Canada conference publication adigwe-yuan-2023-adaio 10.18653/v1/2023.bea-1.65 https://aclanthology.org/2023.bea-1.65/ 2023-07 796 804