EMNLP (Industry Track)

Publications

2023

Zheng Chen, Ziyan Jiang, Fan Yang, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Aram Galstyan
Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding. EMNLP (Industry Track) (2023)
Fengjun Wang, Moran Beladev, Ofri Kleinfeld, Elina Frayerman, Tal Shachar, Eran Fainman, Karen Lastmann Assaraf, Sarai Mizrachi, Benjamin Wang
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities. EMNLP (Industry Track) (2023)
Shumpei Inoue, Minh-Tien Nguyen, Hiroki Mizokuchi, Tuan-Anh D. Nguyen, Huu-Hiep Nguyen, Dung Le
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures. EMNLP (Industry Track) (2023)
Tingfeng Cao, Chengyu Wang, Bingyan Liu, Ziheng Wu, Jinhui Zhu, Jun Huang
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis. EMNLP (Industry Track) (2023)
Sanjay Agrawal, Vivek Sembium, Ankith M. S
KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation. EMNLP (Industry Track) (2023)
Andrea Zugarini, Andrew Zamai, Marco Ernandes, Leonardo Rigutini
BUSTER: a "BUSiness Transaction Entity Recognition" dataset. EMNLP (Industry Track) (2023)
Lei Wang, Songheng Zhang, Yun Wang, Ee-Peng Lim, Yong Wang
LLM4Vis: Explainable Visualization Recommendation using ChatGPT. EMNLP (Industry Track) (2023)
Saiful Haq, Ashutosh Sharma, Pushpak Bhattacharyya
Angel: Enterprise Search System for the Non-Profit Industry. EMNLP (Industry Track) (2023)
Fangkai Yang, Pu Zhao, Zezhong Wang, Lu Wang, Bo Qiao, Jue Zhang, Mohit Garg, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering. EMNLP (Industry Track) (2023)
Yuanzhou Yao, Zhao Zhang, Kaijia Yang, Huasheng Liang, Qiang Yan, Yongjun Xu
An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation. EMNLP (Industry Track) (2023)
Zhongkai Sun, Yingxue Zhou, Jie Hao, Xing Fan, Yanbin Lu, Chengyuan Ma, Wei Shen, Chenlei Guo
Improving Contextual Query Rewrite for Conversational AI Agents through User-preference Feedback Learning. EMNLP (Industry Track) (2023)
Sai Muralidhar Jayanthi, Devang Kulshreshtha, Saket Dingliwal, Srikanth Ronanki, Sravan Bodapati
Retrieve and Copy: Scaling ASR Personalization to Large Catalogs. EMNLP (Industry Track) (2023)
Kee Kiat Koo, Ashutosh Joshi, Nishaanth Reddy, Karim Bouyarmane, Ismail B. Tutar, Vaclav Petricek, Changhe Yuan
Deep Metric Learning to Hierarchically Rank - An Application in Product Retrieval. EMNLP (Industry Track) (2023)
Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts
Multi-teacher Distillation for Multilingual Spelling Correction. EMNLP (Industry Track) (2023)
Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Wangmeng Xiang, Xianhui Lin, Xiaoyang Kang, Zengke Jin, Yusen Hu, Bin Luo, Yifeng Geng, Xuansong Xie
WordArt Designer: User-Driven Artistic Typography Synthesis using Large Language Models. EMNLP (Industry Track) (2023)
Minh Thuan Nguyen, Khanh-Tung Tran, Nhu-Van Nguyen, Xuan-Son Vu
ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations. EMNLP (Industry Track) (2023)
Dhruv Kumar, Vipul Raheja, Alice Kaiser-Schatzlein, Robyn Perry, Apurva Joshi, Justin Hugues-Nuger, Samuel Lou, Navid Chowdhury
Speakerly: A Voice-based Writing Assistant for Text Composition. EMNLP (Industry Track) (2023)
Gabrielle Cohn, Rishika Agarwal, Deepanshu Gupta, Siddharth Patwardhan
EELBERT: Tiny Models through Dynamic Embeddings. EMNLP (Industry Track) (2023)
Shangching Liu, Shengkun Wang, Tsungyao Chang, Wenqi Lin, Chung-Wei Hsiung, Yi-Chen Hsieh, Yu-Ping Cheng, Sian-Hong Luo, Jianwei Zhang
JarviX: A LLM No code Platform for Tabular Data Analysis and Optimization. EMNLP (Industry Track) (2023)
Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi
InstructPTS: Instruction-Tuning LLMs for Product Title Summarization. EMNLP (Industry Track) (2023)
Pengzhi Gao, Liwen Zhang, Zhongjun He, Hua Wu, Haifeng Wang
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization. EMNLP (Industry Track) (2023)
Masha Belyi, Charlotte Dzialo, Chaitanya Dwivedi, Prajit Muppidi, Kanna Shimizu
Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems. EMNLP (Industry Track) (2023)
Yucheng Lin, Tim Chang, Yaning Chang, Jianqiang Ma, Donghui Li, Ting Peng, Zang Li, Zhiyi Zhou, Feng Wang
ORANGE: Text-video Retrieval via Watch-time-aware Heterogeneous Graph Contrastive Learning. EMNLP (Industry Track) (2023)
Frontmatter. EMNLP (Industry Track) (2023)
Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li
Generative Models for Product Attribute Extraction. EMNLP (Industry Track) (2023)
Zhiping Wang, Peng Lin, Hainan Zhang, Hongshen Chen, Tianhao Li, Zhuoye Ding, Sulong Xu, Jinghe Hu
Automatic Marketing Theme and Commodity Construction System for E-commerce. EMNLP (Industry Track) (2023)
Zhenting Qi, Xiaoyu Tan, Shaojie Shi, Chao Qu, Yinghui Xu, Yuan Qi
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching. EMNLP (Industry Track) (2023)
Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei
DocumentNet: Bridging the Data Gap in Document Pre-training. EMNLP (Industry Track) (2023)
Noé Tits
MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning. EMNLP (Industry Track) (2023)
Aryan Jain, Jitenkumar Rana, Chetan Aggarwal
Too much of product information : Don't worry, let's look for evidence! EMNLP (Industry Track) (2023)
Chenhui Mao, Xiexiong Lin, Xin Jin, Xin Zhang
Enhancing Language Model with Unit Test Techniques for Efficient Regular Expression Generation. EMNLP (Industry Track) (2023)
Justin Chiu
Retrieval-Enhanced Dual Encoder Training for Product Matching. EMNLP (Industry Track) (2023)
Chengcan Ye, Ting Peng, Tim Chang, Zhiyi Zhou, Feng Wang
Query-aware Multi-modal based Ranking Relevance in Video Search. EMNLP (Industry Track) (2023)
Leonidas Gee, Leonardo Rigutini, Marco Ernandes, Andrea Zugarini
Multi-word Tokenization for Sequence Compression. EMNLP (Industry Track) (2023)
Karan Singla, Yeon-Jun Kim, Srinivas Bangalore
E2E Spoken Entity Extraction for Virtual Agents. EMNLP (Industry Track) (2023)
Leon Liyang Zhang, Jiarui Lu, Joel Ruben Antony Moniz, Aditya Kulkarni, Dhivya Piraviperumal, Tien Dung Tran, Nick Tzou, Hong Yu
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants. EMNLP (Industry Track) (2023)
Yilun Zhao, Haowei Zhang, Shengyun Si, Linyong Nan, Xiangru Tang, Arman Cohan
Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios. EMNLP (Industry Track) (2023)
Md. Rashad Al Hasan Rony, Christian Suess, Sinchana Ramakanth Bhat, Viju Sudhi, Julia Schneider, Maximilian Vogel, Roman Teucher, Ken E. Friedl, Soumya R. Sahoo
CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering. EMNLP (Industry Track) (2023)
Kriti Aggarwal, Aditi Khandelwal, Kumar Tanmay, Owais Khan Mohammed, Qiang Liu, Monojit Choudhury, Hardik Hansrajbhai Chauhan, Subhojit Som, Vishrav Chaudhary, Saurabh Tiwary
DUBLIN: Visual Document Understanding By Language-Image Network. EMNLP (Industry Track) (2023)
David Q. Sun, Artem Abzaliev, Hadas Kotek, Christopher Klein, Zidi Xiu, Jason D. Williams
DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial Issues. EMNLP (Industry Track) (2023)
Dan Li, Zi Long Zhu, Janneke van de Loo, Agnes Masip Gomez, Vikrant Yadav, Georgios Tsatsaronis, Zubair Afzal
Enhancing Extreme Multi-Label Text Classification: Addressing Challenges in Model, Data, and Evaluation. EMNLP (Industry Track) (2023)
Sandeep Sricharan Mukku, Manan Soni, Chetan Aggarwal, Jitenkumar Rana, Promod Yenigalla, Rashmi Patange, Shyam Mohan
InsightNet : Structured Insight Mining from Customer Feedback. EMNLP (Industry Track) (2023)
Zhoujun Cheng, Jungo Kasai, Tao Yu
Batch Prompting: Efficient Inference with Large Language Model APIs. EMNLP (Industry Track) (2023)
Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Raghavendra Elluru, Srikanth Ronanki, Sravan Bodapati
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR. EMNLP (Industry Track) (2023)
Youngja Park, Weiqiu You
A Pretrained Language Model for Cyber Threat Intelligence. EMNLP (Industry Track) (2023)
Yuqing Wang, Prashanth Vijayaraghavan, Ehsan Degan
PROMINET: Prototype-based Multi-View Network for Interpretable Email Response Prediction. EMNLP (Industry Track) (2023)
Nidhi Tiwari, Sneha Kola, Milos Milunovic, Si-qing Chen, Marjan Slavkovski
Gatekeeper to save COGS and improve efficiency of Text Prediction. EMNLP (Industry Track) (2023)
Hadeel Saadany, Constantin Orasan
Automatic Linking of Judgements to UK Supreme Court Hearings. EMNLP (Industry Track) (2023)
Bhaktipriya Radharapu, Kevin Robinson, Lora Aroyo, Preethi Lahoti
AART: AI-Assisted Red-Teaming with Diverse Data Generation for New LLM-powered Applications. EMNLP (Industry Track) (2023)
Nobuhiro Kaji
Lattice Path Edit Distance: A Romanization-aware Edit Distance for Extracting Misspelling-Correction Pairs from Japanese Search Query Logs. EMNLP (Industry Track) (2023)