ACL (industry)

Publications

2023

Jiapeng Wang, Chengyu Wang, Xiaodan Wang, Jun Huang, Lianwen Jin
CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval. ACL (industry) (2023)
Noa Avigdor, Guy Horowitz, Ariel Raviv, Stav Yanovsky Daye
Consistent Text Categorization using Data Augmentation in e-Commerce. ACL (industry) (2023)
Hanoz Bhathena, Aviral Joshi, Prateek Singh
An efficient method for Natural Language Querying on Structured Data. ACL (industry) (2023)
Shruti Bhargava, Anand Dhoot, Ing-Marie Jonsson, Hoang Long Nguyen, Alkesh Patel, Hong Yu, Vincent Renkens
Referring to Screen Texts with Voice Assistants. ACL (industry) (2023)
Yingxue Zhou, Jie Hao, Mukund Rungta, Yang Liu, Eunah Cho, Xing Fan, Yanbin Lu, Vishal Thanvantri Vasudevan, Kellen Gillespie, Zeynab Raeesy
Unified Contextual Query Rewriting. ACL (industry) (2023)
Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin
Evaluating Embedding APIs for Information Retrieval. ACL (industry) (2023)
Deuk Sin Kwon, Sunwoo Lee, Ki Hyun Kim, Seojin Lee, Taeyoon Kim, Eric Davis
What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue. ACL (industry) (2023)
Bingyan Liu, Weifeng Lin, Zhongjie Duan, Chengyu Wang, Ziheng Wu, Zhang Zipeng, Kui Jia, Lianwen Jin, Cen Chen, Jun Huang
Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed. ACL (industry) (2023)
Shicheng Tan, Weng Lam Tam, Yuanchun Wang, Wenwen Gong, Shu Zhao, Peng Zhang, Jie Tang
GKD: A General Knowledge Distillation Framework for Large-scale Pre-trained Language Model. ACL (industry) (2023)
Wei Zhu, Peng Wang, Yuan Ni, Guotong Xie, Xiaoling Wang
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting. ACL (industry) (2023)
Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil
Application-Agnostic Language Modeling for On-Device ASR. ACL (industry) (2023)
Jong Myoung Kim, Young-jun Lee, Sangkeun Jung, Ho-Jin Choi
Semantic Ambiguity Detection in Sentence Classification using Task-Specific Embeddings. ACL (industry) (2023)
Yunsoo Kim, Hyuk Ko, Jane Lee, Hyun Young Heo, Jinyoung Yang, Sungsoo Lee, Kyu-Hwang Lee
Chemical Language Understanding Benchmark. ACL (industry) (2023)
Mohammad Kachuee, Sungjin Lee
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems. ACL (industry) (2023)
Etienne Manderscheid, Matthias Lee
Predicting Customer Satisfaction with Soft Labels for Ordinal Classification. ACL (industry) (2023)
Andrea Caciolai, Verena Weber, Tobias Falke, Alessandro Pedrani, Davide Bernardi
Regression-Free Model Updates for Spoken Language Understanding. ACL (industry) (2023)
Shansan Gong, Zelin Zhou, Shuo Wang, Fengjiao Chen, Xiujie Song, Xuezhi Cao, Yunsen Xian, Kenny Q. Zhu
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization. ACL (industry) (2023)
Maxime Prieur, Souhir Gahbiche, Guillaume Gadek, Sylvain Gatepaille, Kilian Vasnier, Valerian Justine
K-pop and fake facts: from texts to smart alerting for maritime security. ACL (industry) (2023)
Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty, Milind Gune, Kush Shrivastava, Rustom Lawyer, Spriha Biswas
"Knowledge is Power": Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation. ACL (industry) (2023)
Dongju Park, Soonwon Ka, Kang Min Yoo, Gichang Lee, Jaewook Kang
HyperT5: Towards Compute-Efficient Korean Language Modeling. ACL (industry) (2023)
Aidan San, Yuan Zhuang, Jan Bakus, Colin Lockard, David M. Ciemiewicz, Sandeep Atluri, Kevin Small, Yangfeng Ji, Heba Elfardy
PLAtE: A Large-scale Dataset for List Page Web Extraction. ACL (industry) (2023)
Tianqi Wang, Lei Chen, Xiaodan Zhu, Younghun Lee, Jing Gao
Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification. ACL (industry) (2023)
Dedong Li, Rui Zhao, Fei Tan
CWSeg: An Efficient and General Approach to Chinese Word Segmentation. ACL (industry) (2023)
Dieu-Thu Le, Gabriela Hernández, Bei Chen, Melanie Bradford
Reducing cohort bias in natural language understanding systems with targeted self-training scheme. ACL (industry) (2023)
Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher A. Choquette-Choo, Peter Kairouz, H. Brendan McMahan, Jesse Rosenstock, Yuanbo Zhang
Federated Learning of Gboard Language Models with Differential Privacy. ACL (industry) (2023)
Beizhe Hu, Qiang Sheng, Juan Cao, Yongchun Zhu, Danding Wang, Zhengjia Wang, Zhiwei Jin
Learn over Past, Evolve for Future: Forecasting Temporal Trends for Fake News Detection. ACL (industry) (2023)
Abhinav Goyal, Nikesh Garera
Building Accurate Low Latency ASR for Streaming Voice Search in E-commerce. ACL (industry) (2023)
Chuang Liu, Junzhuo Li, Deyi Xiong
Tab-CQA: A Tabular Conversational Question Answering Dataset on Financial Reports. ACL (industry) (2023)
Zekai Chen, Mariann Micsinai Balan, Kevin Brown
Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy. ACL (industry) (2023)
Arindam Bhattacharya, Ankith M. S, Ankit Gandhi, Vijay Huddar, Atul Saroop, Rahul Bhagat
CUPID: Curriculum Learning Based Real-Time Prediction using Distillation. ACL (industry) (2023)
Yanan Zhang, Weijie Cui, Yangfan Zhang, Xiaoling Bai, Zhe Zhang, Jin Ma, Xiang Chen, Tianhua Zhou
Event-Centric Query Expansion in Web Search. ACL (industry) (2023)
Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. ACL (industry) (2023)
Zhiwei Jia, Pradyumna Narayana, Arjun R. Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models. ACL (industry) (2023)
Jitenkumar Rana, Promod Yenigalla, Chetan Aggarwal, Sandeep Sricharan Mukku, Manan Soni, Rashmi Patange
Weakly supervised hierarchical multi-task classification of customer questions. ACL (industry) (2023)
Thomas Ricatte, Donato Crisostomi
AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs. ACL (industry) (2023)
Megha Sharma, Tushar Vatsal, Srujana Merugu, Aruna Rajan
Automated Digitization of Unstructured Medical Prescriptions. ACL (industry) (2023)
Chikara Hashimoto, Gautam Kumar, Shuichiro Hashimoto, Jun Suzuki
Hunt for Buried Treasures: Extracting Unclaimed Embodiments from Patent Specifications. ACL (industry) (2023)
Rikhiya Ghosh, Oladimeji Farri, Sanjeev Kumar Karn, Manuela Daniela Danu, Ramya Vunikili, Larisa Micu
RadLing: Towards Efficient Radiology Report Understanding. ACL (industry) (2023)
Jonathan Rubin, Jason Crowley, George Leung, Morteza Ziyadi, Maria Minakova
Entity Contrastive Learning in a Large-Scale Virtual Assistant System. ACL (industry) (2023)
Jonathan J. Hüser, Judith Gaspers, Thomas Gueudré, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev
Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. ACL (industry) (2023)
Anant Khandelwal, Happy Mittal, Shreyas Sunil Kulkarni, Deepak Gupta
Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes. ACL (industry) (2023)
Kristen Howell, Gwen Christian, Pavel Fomitchov, Gitit Kehat, Julianne Marzulla, Leanne Rolston, Jadin Tredup, Ilana Zimmerman, Ethan Selfridge, Joseph Bradley
Distilled Language Models are economically efficient for the enterprise. ...mostly. ACL (industry) (2023)
Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search. ACL (industry) (2023)
Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi
Answering Unanswered Questions through Semantic Reformulations in Spoken QA. ACL (industry) (2023)
Seyed Amin Tabatabaei, Georgios Cheirmpos, Marius A. Doornenbal, Alberto Zigoni, Véronique Moore, Georgios Tsatsaronis
Annotating Research Infrastructure in Scientific Papers: An NLP-driven Approach. ACL (industry) (2023)
Francesco Fusco, Diego Antognini
Extracting Text Representations for Terms and Phrases in Technical Domains. ACL (industry) (2023)
Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling. ACL (industry) (2023)
Min Xiao
Multi-doc Hybrid Summarization via Salient Representation Learning. ACL (industry) (2023)
Vishal Kakkar, Chinmay Sharma, Madhura Pande, Surender Kumar
Search Query Spell Correction with Weak Supervision in E-commerce. ACL (industry) (2023)
Dmitriy Bespalov, Sourav Bhabesh, Yi Xiang, Liutong Zhou, Yanjun Qi
Towards Building a Robust Toxicity Predictor. ACL (industry) (2023)