Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5)

Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor 2022-05 Association for Computational Linguistics Dublin, Ireland text conference publication ecnlp-2022-e https://aclanthology.org/2022.ecnlp-1.0/ DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce Ipsita Mohanty author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication mohanty-2022-deftri 10.18653/v1/2022.ecnlp-1.1 https://aclanthology.org/2022.ecnlp-1.1/ 2022-05 1 7 Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation Zeming Wang author Yanyan Zou author Yuejian Fang author Hongshen Chen author Mian Ma author Zhuoye Ding author Bo Long author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication wang-etal-2022-interactive 10.18653/v1/2022.ecnlp-1.2 https://aclanthology.org/2022.ecnlp-1.2/ 2022-05 8 19 Leveraging Seq2seq Language Generation for Multi-level Product Issue Identification Yang Liu author Varnith Chordia author Hua Li author Siavash Fazeli Dehkordy author Yifei Sun author Vincent Gao author Na Zhang author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication liu-etal-2022-leveraging 10.18653/v1/2022.ecnlp-1.3 https://aclanthology.org/2022.ecnlp-1.3/ 2022-05 20 28 Data Quality Estimation Framework for Faster Tax Code Classification Ravi Kondadadi author Allen Williams author Nicolas Nicolov author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication kondadadi-etal-2022-data 10.18653/v1/2022.ecnlp-1.4 https://aclanthology.org/2022.ecnlp-1.4/ 2022-05 29 34 CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost Bo Dong author Yiyi Wang author Hanbo Sun author Yunji Wang author Alireza Hashemi author Zheng Du author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication dong-etal-2022-cml 10.18653/v1/2022.ecnlp-1.5 https://aclanthology.org/2022.ecnlp-1.5/ 2022-05 35 43 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity Alireza Bagheri Garakani author Fan Yang author Wen-Yu Hua author Yetian Chen author Michinari Momma author Jingyuan Deng author Yan Gao author Yi Sun author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication bagheri-garakani-etal-2022-improving 10.18653/v1/2022.ecnlp-1.6 https://aclanthology.org/2022.ecnlp-1.6/ 2022-05 44 48 Comparative Snippet Generation Saurabh Jain author Yisong Miao author Min-Yen Kan author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication jain-etal-2022-comparative 10.18653/v1/2022.ecnlp-1.7 https://aclanthology.org/2022.ecnlp-1.7/ 2022-05 49 57 Textual Content Moderation in C2C Marketplace Yusuke Shido author Hsien-Chi Liu author Keisuke Umezawa author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication shido-etal-2022-textual 10.18653/v1/2022.ecnlp-1.8 https://aclanthology.org/2022.ecnlp-1.8/ 2022-05 58 62 Spelling Correction using Phonetics in E-commerce Search Fan Yang author Alireza Bagheri Garakani author Yifei Teng author Yan Gao author Jia Liu author Jingyuan Deng author Yi Sun author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication yang-etal-2022-spelling 10.18653/v1/2022.ecnlp-1.9 https://aclanthology.org/2022.ecnlp-1.9/ 2022-05 63 67 Logical Reasoning for Task Oriented Dialogue Systems Sajjad Beygi author Maryam Fazel-Zarandi author Alessandra Cervone author Prakash Krishnan author Siddhartha Jonnalagadda author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication beygi-etal-2022-logical 10.18653/v1/2022.ecnlp-1.10 https://aclanthology.org/2022.ecnlp-1.10/ 2022-05 68 79 CoVA: Context-aware Visual Attention for Webpage Information Extraction Anurendra Kumar author Keval Morabia author William Wang author Kevin Chang author Alex Schwing author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication kumar-etal-2022-cova 10.18653/v1/2022.ecnlp-1.11 https://aclanthology.org/2022.ecnlp-1.11/ 2022-05 80 90 Product Titles-to-Attributes As a Text-to-Text Task Gilad Fuchs author Yoni Acriche author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication fuchs-acriche-2022-product 10.18653/v1/2022.ecnlp-1.12 https://aclanthology.org/2022.ecnlp-1.12/ 2022-05 91 98 Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices Xiaoyu Shen author Gianni Barlacchi author Marco Del Tredici author Weiwei Cheng author Bill Byrne author Adrià Gispert author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication shen-etal-2022-product 10.18653/v1/2022.ecnlp-1.13 https://aclanthology.org/2022.ecnlp-1.13/ 2022-05 99 110 semiPQA: A Study on Product Question Answering over Semi-structured Data Xiaoyu Shen author Gianni Barlacchi author Marco Del Tredici author Weiwei Cheng author Adrià Gispert author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication shen-etal-2022-semipqa 10.18653/v1/2022.ecnlp-1.14 https://aclanthology.org/2022.ecnlp-1.14/ 2022-05 111 120 Improving Specificity in Review Response Generation with Data-Driven Data Filtering Tannon Kew author Martin Volk author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication kew-volk-2022-improving 10.18653/v1/2022.ecnlp-1.15 https://aclanthology.org/2022.ecnlp-1.15/ 2022-05 121 133 Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction Wei-Te Chen author Yandi Xia author Keiji Shinzato author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication chen-etal-2022-extreme 10.18653/v1/2022.ecnlp-1.16 https://aclanthology.org/2022.ecnlp-1.16/ 2022-05 134 140 Enhanced Representation with Contrastive Loss for Long-Tail Query Classification in e-commerce Lvxing Zhu author Hao Chen author Chao Wei author Weiru Zhang author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication zhu-etal-2022-enhanced 10.18653/v1/2022.ecnlp-1.17 https://aclanthology.org/2022.ecnlp-1.17/ 2022-05 141 150 Domain-specific knowledge distillation yields smaller and better models for conversational commerce Kristen Howell author Jian Wang author Akshay Hazare author Joseph Bradley author Chris Brew author Xi Chen author Matthew Dunn author Beth Hockey author Andrew Maurer author Dominic Widdows author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication howell-etal-2022-domain 10.18653/v1/2022.ecnlp-1.18 https://aclanthology.org/2022.ecnlp-1.18/ 2022-05 151 160 OpenBrand: Open Brand Value Extraction from Product Descriptions Kassem Sabeh author Mouna Kacimi author Johann Gamper author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication sabeh-etal-2022-openbrand 10.18653/v1/2022.ecnlp-1.19 https://aclanthology.org/2022.ecnlp-1.19/ 2022-05 161 170 Robust Product Classification with Instance-Dependent Noise Huy Nguyen author Devashish Khatwani author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication nguyen-khatwani-2022-robust 10.18653/v1/2022.ecnlp-1.20 https://aclanthology.org/2022.ecnlp-1.20/ 2022-05 171 180 Structured Extraction of Terms and Conditions from German and English Online Shops Tobias Schamel author Daniel Braun author Florian Matthes author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication schamel-etal-2022-structured 10.18653/v1/2022.ecnlp-1.21 https://aclanthology.org/2022.ecnlp-1.21/ 2022-05 181 190 “Does it come in black?” CLIP-like models are zero-shot recommenders Patrick John Chia author Jacopo Tagliabue author Federico Bianchi author Ciro Greco author Diogo Goncalves author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication chia-etal-2022-come 10.18653/v1/2022.ecnlp-1.22 https://aclanthology.org/2022.ecnlp-1.22/ 2022-05 191 198 Clause Topic Classification in German and English Standard Form Contracts Daniel Braun author Florian Matthes author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication braun-matthes-2022-clause 10.18653/v1/2022.ecnlp-1.23 https://aclanthology.org/2022.ecnlp-1.23/ 2022-05 199 209 Investigating the Generative Approach for Question Answering in E-Commerce Kalyani Roy author Vineeth Balapanuru author Tapas Nayak author Pawan Goyal author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication roy-etal-2022-investigating 10.18653/v1/2022.ecnlp-1.24 https://aclanthology.org/2022.ecnlp-1.24/ 2022-05 210 216 Utilizing Cross-Modal Contrastive Learning to Improve Item Categorization BERT Model Lei Chen author Hou Wei Chou author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication chen-chou-2022-utilizing 10.18653/v1/2022.ecnlp-1.25 https://aclanthology.org/2022.ecnlp-1.25/ 2022-05 217 223 Towards Generalizeable Semantic Product Search by Text Similarity Pre-training on Search Click Logs Zheng Liu author Wei Zhang author Yan Chen author Weiyi Sun author Tianchuan Du author Benjamin Schroeder author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication liu-etal-2022-towards 10.18653/v1/2022.ecnlp-1.26 https://aclanthology.org/2022.ecnlp-1.26/ 2022-05 224 233 Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions? Fajri Koto author Jey Han Lau author Timothy Baldwin author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication koto-etal-2022-pretrained 10.18653/v1/2022.ecnlp-1.27 https://aclanthology.org/2022.ecnlp-1.27/ 2022-05 234 243 A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data Raviraj Joshi author Anupam Singh author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication joshi-singh-2022-simple 10.18653/v1/2022.ecnlp-1.28 https://aclanthology.org/2022.ecnlp-1.28/ 2022-05 244 249 Lot or Not: Identifying Multi-Quantity Offerings in E-Commerce Gal Lavee author Ido Guy author 2022-05 text Proceedings of the Fifth Workshop on e-Commerce and NLP (ECNLP 5) Shervin Malmasi editor Oleg Rokhlenko editor Nicola Ueffing editor Ido Guy editor Eugene Agichtein editor Surya Kallumadi editor Association for Computational Linguistics Dublin, Ireland conference publication lavee-guy-2022-lot 10.18653/v1/2022.ecnlp-1.29 https://aclanthology.org/2022.ecnlp-1.29/ 2022-05 250 262