Between the main conference and the recently inaugurated ACL ProceedingsAmazon researchers have more than 65 articles at this year’s meeting in Association for Computational Linguistics (ACL).
Automatic speech recognition
Masked sound text coders are effective multimodal rescorers*
Jason Cai, Monica Sunkara, Xilai Li, Anshu Bhatia, Xiao Pan, Sravan Bodapati
Generation code
A static evaluation of code ending of large language models
Hantian Ding, Varun Kumar, Yuchen Tian, Zijian Wang, Rob Kwiatkowski, Xiaopng Li, Murali Krishna Ramanathan, Baishakhi Ray, among
Multitask pre-determination with structured knowledge for text-to-sql generation
Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner, Yang Li, Ming Tan, Among Nder Bhatia, Ramesh Nallapati, Xiaofei Ma
Changing code
Code change text synthesis in unseen linguistic comrades*
I-HUNG HSU, AVIK RAY, SHUBHAM GARG, NANYUN MONEY, JING HUANG
Comix: Guide transformers for code mix using POS-structure and phonetics*
Gaurav Arora, Srujana Merugu, Vivek Simiium
Continuous learning
Characterization and measurement of linguistic dataset operation
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth
Data/Table-to-Text applications
An inner Table Retriever to Robust Table Questions Answer
Weizhe Lin, Rexhina BLOSHMI, BILL BYRNE, ADRIA DE GISPERT, GONZALO IGLESIAS
Get-Shot Data-to-Text Generation Via Overall Representation and Multi-Sourning Learning
Alexander Hanbo Li, Mingyue Shang, Evangelia Spiliopoulou, Jie Ma, Patrick NG, Zhiguo Wang, Bonan Min, William Wang, Kathleen McKeown, Vittorio Castelli, Dan Roth, Bing Xiang
Improving generalization across tasks of total table-to-text models with composition configurations*
Jifan Chen, Yuhao Zhang, Lan Liu, Rui Dong, Xinchi Chen, Patrick NG, William Wang, Zhiheng Huang
LI-TING: Late interaction retrieval increased generation with explicit signals for open domain table questions answer
Weizhe Lin, Rexhina BLOSHMI, BILL BYRNE, ADRIA DE GISPERT, GONZALO IGLESIAS
Dialogue
Devil: Effective dialogue trace tracking as operations on tables*
Pietro Lesci, Yoshinari Fujinuma, Momchil Hardalov, Chao Shang, Lluis Marquez
NATCS: To evoke natural customer dialogs support
James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour
Schedule-controlled user satisfaction modeling for task-oriented dialogues
Yue Feng, Yunlong Jiao, Animesh Prasad, Nikolaos Aletras, Emine Yilmaz, Gabriella Kazai
Toward more accurate and generalizable evaluation metrics for assigned dialogues
Abi commom, nagesh panyam, timothy leffel, anuj goyal, angeliki metallinou, spyros matsoukas, aram galstyan
Explainable AI
Effective Shapley — Values Estimate by Amortization for Text Classification
Alan Yang, Fan Yin, He He, Kai-Wei Chang, Xiaofei Ma, Bing Xiang
Get Shot Rational Generation using Self Training with Double Teachers*
Aditya Srikanth Veerubhotla, Lahari Poddar, Jun Yin, Gyuri Szarvas, Sharanya Eswaran
Information extraction
An AMN-Based Link Provision Method for the argument about the extraction of document-learn event
Yuqing Yang, Qipeng Guo, Xiangkun Hu, Yue Zhang, Qipeng Guo, Zheng Zhang
Aven-gr: extraction of allocation value and normalization using product graphs
Donato Crisostomi, Thomas Ricatte
Large Multimodal Generative Scala-Intribute Extraction for E-Commercial Attributes
Annant Khandelwal, Happy Mittal, Shreyas Sunil Kulkarni, Deepak Gupta
Paraamr: A large-scale syntactically different paraphrases set with AM-bag translation
Kuan-Hao Huang, Varun Iyer, I-Hung HSU, Anoo Kumar, Kai-Wei Chang, Aram Galstyan
Faintly monitored hierarchical multi-task classification of customer questions
Jitenkumar Rana, Promod Yenigalla, Chetan Aggarwal, Sandeep Mukku, Manan Soni, Rashmi Patange
Webie: Faithful and robust information extraction on the web
Chenxi Whitehouse, Clara Vania, Alham Fikri Aji, Christos Christodoulopoulos, Andrea Pierleoni
Information collection
Coupid: Curriculum Learning Based Real-Time Prediction using Distillation
Arindam Bhattacharya, Ankith MS, Ankit Gandhi, Vijay Huddar, Atul Saroop, Rahul Bhagat
Direct fact from knowledge from knowledge graphs without unity connecting
Jinheon Baek, Alham Fikri Aji, Jens Lehmann, Sung Ju Hwang
Language modeling
Adaptation methods to nearest neighboring language models*
Rishabh Bhardwaj, George Polovets, Monica Sunkara
Contract: Contrastive Learning to Cause Language Model
Nihal Jain, Dejiao Zhang, Wasi Ahmad, Zijian Wang, Feng Nan, Xiaopng Li, Ming Tan, Baishakhi Ray, among Bhatia, Xiaofei Ma, Ramesh Nallapati, Bing Xiang
Controlled text generation with hidden representation transformations*
Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha, Emilio Ferrara
Kilm: Knowledge injection in Coding DECODER Language Models
Yan Xu, Mahdi Namazifar, Devamanyu Hazarika, Aishwarya Padmakumar, Yang Liu, Dilek Hakkani-Tür
Reaugkd: Return-Augmented Knowledge Claims to Predicted Language Models
Jianyi Zhang, Aashiq Muhamed, Aditya Annantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen
Recipes for sequential premium of multilingual codes and SEQ2SEQ models*
Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshish, Wael Hamza
Rethinking of the role of the scale for learning in context: an interpreter -based case study at 66 billion scale
Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth
Machine learning
Restriction of the burden of reduent data sets via batch-vis unique samples and frequency-conscious losses
Donato Crisostomi, Andrea Caciolai, Alessandro Pedrani, Alessandro Manzotti, Enrico Palumbo, Kay Rottmann, Davide Bernardi
Machine translation
Ramp: Retrieving and attribute market -enhanced promotion to allocation -controlled translation
Gabriele Sarti, Phu Mon Htut, Xing Niu, Benjamin HSU, Anna Currey, Georgiana Dinu, Maria Nedejde
Multimodal models
Benchmarking Different-Modal Entity that connects with generative models*
Sijia Wang, Alexander Li, Henry Zhu, Sheng Zhang, Pramuditha Perera, Chung-Wei Hang, Jie Ma, William Wang, Zhiguo Wang, Vittorio Castelli, Bing Xiang, Patrick NG
Generate then Select: Open-Tendéd Visual Questions Answering Guided by World Knowledge*
Xingyu Fu, Sheng Zhang, Guyeong Kwon, Pramuditha Perera, Henry Zhu, Yuhao Zhang, Alexander Hanbo Li, William Wang, Zhiguo Wang, Vittorio Castelli, Patrick NG, Dan Roth, Bing Xiang
KG-FLIP: Knowledge-controlled fashion-domain-language image education for e-commerce
Qinjin Jia, Yang Liu, Shaoyuan Xu, Huidong Liu, Daoping Wu, Jinmiao Fu, Roland Vollgraf, Bryan Wang
Solving ambiguities in generative models for text-to-image
Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Rahul Gupta
Translation enhanced multilingual text-to-image generation
Yaoyiran Li, Ching-Yun (Frannie) Chang, Stephen Rawls, Ivan Vulić, Anna Korhonen
Unattended melody-to-lyric generation
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Chenyang Tao, Gunnar Sigurdsson, Wenbo Zhao, Tagyoung Chung, Jing Huang, Violet Money
Natural language treatment
Multi-Value: A frame for cross-dialectal English NLP
Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta, Diyi Yang
Vontss: VMF-based semi-monitored neural subject modeling with optimal transport*
Weijie Xu, Xiaoyu Jiang, Srinivasan Sengamedu, “SHS”, Francis Iannacci, Jinjin Zhao
Natural-language understanding
ECG-QALM: Entity-controlled synthetic text generation using contextual Q&A*
Karan Aggarwal, Henry Jin, Aitzaz Ahmad
Contrastive Device Learning in a large -scale virtual assistant system
Jonathan Rubin, Jason Crowley, George Leung, Morteza Ziyadi, Maria Minakova
Epic: Multipersonal Annotation of a Corpus of Irony
Simona Frenda, Alessandro Pedrani, Valerio Basile, Soda Marem Lo, Alessandra Teresa Cignarella, Raffaella Panizzon, Cristina Marco, Bianca Scarlini, Viviana Patti, Cristina Bosco, Davide Bernardi
Measurement and mitigating local instability in deep neural networks*
Argha datta, Subhrangshu Nandi, Jingcheng Xu, Greg Ver Steeg, He Xie, Anoo Kumar, Aram Galstyan
Reduction of cohort bias in natural language understanding systems with targeted self -training plan
Thu Le, Gabriela Cortes Hernandez, Bei Chen, Melanie Bradford
Privacy
Checking the extraction of remembered data from large language models via quick setting
Mustafa Ozdayi, Charith Peris, Jack GM Fitzgerald, Christophe Dupuy, Jimit Majmudar, Haidar Khan, Rahil Parikh, Rahul Gupta
Request about rewrite
CONTECT-COMB REVIEW ABOUT RESPRESSION TO DRAWING USER’S SEASON OPERATION ON THE SECTION FOR E-CHARGE
Simiao Zuo, Qingyu Yin, Haoming Jiang, Shaohui Xi, Bing Yin, Chao Zhang, Tuo Zhao
Unified Contextual Query Repreiting
Yingxue Zhou, Jie Hao, Mukund Rundgta, Yang Liu, Eunah Cho, Xing Fan, Yanbin Lu, Vishal Vasudevan, Kellen Gillespie, Zeyynab Raeesy, Sawyer Shen, Edward Guo, Gokhan Tur
Answering questions
Precise training of web -based questions answering systems with feedback from ranked users
Liang Wang, Ivano Lauriola, Alessandro Moschitti
Context-conscious transformation for pre-training to answer beds Selection
Luca di Lielo, Siddhant Garg, Alessandro Moschitti
Cross -language Knowledge Claim for Answer Beds Selection In Language With Low Resource*
Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti
Utilizing abstract opinion representation for questions about open domain answer*
Cunxiang Wang, Zhikun Xu, Qipeng Guo, Xiangkun Hu, Xuefeng Bai, Zheng Zhang, Yue Zhang
Hybrid hierarchical retrieval to questions about open domain answer*
Manoj Ghuhan Arivazhagan, Lan Liu, Mone Qi, Xinchi Chen, William Wang, Zhiheng Huang
Learning Answer Generation Using Supervision From Automatic Questions Answering Evaluers
Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti
Robustqa: Benchmarking Robusthet of Domain Adaptation to Open Domain Questions Answer*
Rujun he, money qi, yuhao zhang, lan liu, juliette burger, william wang, zhiheng huang, bing xiang, dan roth
Reasoning
FolkScope: Construction of Knowledge Graph for E-commerce discovery e-commerce*
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tiayu Cao, Bing Yin
Scott: Self -consistent distillation chain
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
Self -learning
Limited political optimization for controlled self-learning in conversation AI systems
Mohammad Kachuee, Sungjin Lee
Scalable and secure remedy of defective actions in self -learning interviewing facilities
Sarthak Ahuja, Mohammad Kachuee, Fateme Sheikholeslami, Weiqing Liu, Jae Do
Semantic parsing
An empirical analysis of utilization of knowledge for task -oriented semantic parsing with low resource -oriented.*
Mayank Kulkarni, Aoxiao Zhong, Nicolas Guenon des Mesnards, Sahar Movaghati, Mukund Harakers, He Xie, Jianhua Lu
XSEMPLR: Cross -language semantic parsing in several natural languages and meaningful representations
Yusen Zhang, Jun Wang, Zhiguo Wang, Rui Zhang
Spoke linguistic understanding
Regression -free model updates for spoken language understanding
Andrea Caciolai, Verena Weber, Tobias Falke, Alessandro Pedrani, Davide Bernardi
Sharing coding presentations across languages, domains and tasks in large -scale spoken language
Jonathan Huerer, Judith Gaspers, Thomas Gueudre, Chandana Satya Prakash, Jin Cao, Daniil Sorokin, Quynh Do, Nicolas Anastassacos, Tobias Falke, Turan Gojayev, Mariusz Momotko, Denis Romasanta Rodriguez, Austin Dolktle, Kartik Balasubrama Triefenbach, Patrick Lehnen
Classification addictive
Qcon at Semeval-2023 Task 10: Data Agreement and Model Development to Detection of Online Sexism
Wes Feely, Prabhakar Gupta, Manas Mohanty, Tim Chon, Tuhin Kundu, Vijit Singh, Sandeep Atluri, Tanya Roosta, Viviane Ghaderi, Peter Schulalam, Heba Elfardy
Toward the build -up of a robust toxicity depredor
Dmitriy Pspalov, Surav Bhabesh, Yi Xiang, Yanjun (Jane) Qi
*Accept to ACL find