This week, the 61st annual assembly of the Affiliation for Computational Linguistics (ACL), a premier convention overlaying a broad spectrum of analysis areas which might be involved with computational approaches to pure language, is going down in Vancouver, BC. As a frontrunner in pure language processing and understanding, and a Diamond Stage sponsor of ACL 2023, Google will showcase the newest analysis within the discipline with over 50 publications, and lively involvement in a wide range of workshops and tutorials.
For those who’re registered for ACL 2023, we hope that you just’ll go to the Google sales space to be taught extra concerning the initiatives at Google that go into fixing attention-grabbing issues for billions of individuals. You may as well be taught extra about Google’s participation beneath (Google affiliations in daring).
Board and Organizing Committee
Space chairs embody: Dan Garrette
Workshop chairs embody: Annie Louis
Publication chairs embody: Lei Shu
Program Committee contains: Vinodkumar Prabhakaran, Najoung Kim, Markus Freitag
Highlight papers
NusaCrowd: Open Supply Initiative for Indonesian NLP Assets
Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Adilazuarda, Ryan Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Wibowo, Cuk Tho, Ichwanul Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti
Optimizing Check-Time Question Representations for Dense Retrieval
Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee
PropSegmEnt: A Massive-Scale Corpus for Proposition-Stage Segmentation and Entailment Recognition
Sihao Chen*, Senaka Buthpitiya, Alex Fabrikant, Dan Roth, Tal Schuster
Distilling Step-by-Step! Outperforming Bigger Language Fashions with Much less Coaching Information and Smaller Mannequin Sizes
Cheng-Yu Hsieh*, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister
Massive Language Fashions with Controllable Working Reminiscence
Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix Yu, Sanjiv Kumar
OpineSum: Entailment-Primarily based Self-Coaching for Abstractive Opinion Summarization
Annie Louis, Joshua Maynez
RISE: Leveraging Retrieval Methods for Summarization Analysis
David Uthus, Jianmo Ni
Observe the Chief(board) with Confidence: Estimating p-Values from a Single Check Set with Merchandise and Response Variance
Shira Wein*, Christopher Homan, Lora Aroyo, Chris Welty
SamToNe: Enhancing Contrastive Loss for Twin Encoder Retrieval Fashions with Identical Tower Negatives
Fedor Moiseev, Gustavo Hernandez Abrego, Peter Dornbach, Imed Zitouni, Enrique Alfonseca, Zhe Dong
Papers
Trying to find Needles in a Haystack: On the Position of Incidental Bilingualism in PaLM’s Translation Functionality
Eleftheria Briakou, Colin Cherry, George Foster
Prompting PaLM for Translation: Assessing Methods and Efficiency
David Vilar, Markus Freitag, Colin Cherry, Jiaming Luo, Viresh Ratnakar, George Foster
Question Refinement Prompts for Closed-Ebook Lengthy-Kind QA
Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan
To Adapt or to Annotate: Challenges and Interventions for Area Adaptation in Open-Area Query Answering
Dheeru Dua*, Emma Strubell, Sameer Singh, Pat Verga
FRMT: A Benchmark for Few-Shot Area-Conscious Machine Translation (see weblog put up)
Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Fixed
Conditional Technology with a Query-Answering Blueprint
Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis, Fantine Huot, Anders Sandholm, Dipanjan Das, Mirella Lapata
Coreference Decision By a Seq2Seq Transition-Primarily based System
Bernd Bohnet, Chris Alberti, Michael Collins
Cross-Lingual Switch with Language-Particular Subnetworks for Low-Useful resource Dependency Parsing
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
DAMP: Doubly Aligned Multilingual Parser for Activity-Oriented Dialogue
William Held*, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah
RARR: Researching and Revising What Language Fashions Say, Utilizing Language Fashions
Luyu Gao*, Zhuyun Dai, Panupong Pasupat, Anthony Chen*, Arun Tejasvi Chaganty, Yicheng Fan, Vincent Y. Zhao, Ni Lao, Hongrae Lee, Da-Cheng Juan, Kelvin Guu
Benchmarking Massive Language Mannequin Capabilities for Conditional Technology
Joshua Maynez, Priyanka Agrawal, Sebastian Gehrmann
Crosslingual Generalization By Multitask High quality-Tuning
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M. Saiful Bari, Sheng Shen, Zheng Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel
DisentQA: Disentangling Parametric and Contextual Data with Counterfactual Query Answering
Ella Neeman, Roee Aharoni, Or Honovich, Leshem Choshen, Idan Szpektor, Omri Abend
Resolving Oblique Referring Expressions for Entity Choice
Mohammad Javad Hosseini, Filip Radlinski, Silvia Pareti, Annie Louis
SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Protection Leveraging Generative Fashions
Akshita Jha*, Aida Mostafazadeh Davani, Chandan Okay Reddy, Shachi Dave, Vinodkumar Prabhakaran, Sunipa Dev
The Tail Wagging the Canine: Dataset Building Biases of Social Bias Benchmarks
Nikil Selvam, Sunipa Dev, Daniel Khashabi, Tushar Khot, Kai-Wei Chang
Character-Conscious Fashions Enhance Visible Textual content Rendering
Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Fixed
Chilly-Begin Information Choice for Higher Few-Shot Language Mannequin High quality-Tuning: A Immediate-Primarily based Uncertainty Propagation Strategy
Yue Yu, Rongzhi Zhang, Ran Xu, Jieyu Zhang, Jiaming Shen, Chao Zhang
Protecting Unusual Floor: Hole-Centered Query Technology for Reply Evaluation
Roni Rabin, Alexandre Djerbetian, Roee Engelberg, Lidan Hackmon, Gal Elidan, Reut Tsarfaty, Amir Globerson
FormNetV2: Multimodal Graph Contrastive Studying for Kind Doc Data Extraction
Chen-Yu Lee, Chun-Liang Li, Hao Zhang, Timothy Dozat, Vincent Perot, Guolong Su, Xiang Zhang, Kihyuk Sohn, Nikolay Glushinev, Renshen Wang, Joshua Ainslie, Shangbang Lengthy, Siyang Qin, Yasuhisa Fujii, Nan Hua, Tomas Pfister
Dialect-Strong Analysis of Generated Textual content
Jiao Solar*, Thibault Sellam, Elizabeth Clark, Tu Vu*, Timothy Dozat, Dan Garrette, Aditya Siddhant, Jacob Eisenstein, Sebastian Gehrmann
MISGENDERED: Limits of Massive Language Fashions in Understanding Pronouns
Tamanna Hossain, Sunipa Dev, Sameer Singh
LAMBADA: Backward Chaining for Automated Reasoning in Pure Language
Mehran Kazemi, Najoung Kim, Deepti Bhatia, Xin Xu, Deepak Ramachandran
LAIT: Environment friendly Multi-Section Encoding in Transformers with Layer-Adjustable Interplay
Jeremiah Milbauer*, Annie Louis, Mohammad Javad Hosseini, Alex Fabrikant, Donald Metzler, Tal Schuster
Modular Visible Query Answering through Code Technology (see weblog put up)
Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein
In direction of Understanding Chain-of-Thought Prompting: An Empirical Examine of What Issues
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer and Huan Solar
Higher Zero-Shot Reasoning with Self-Adaptive Prompting
Xingchen Wan*, Ruoxi Solar, Hanjun Dai, Sercan Ö. Arik, Tomas Pfister
Factually Constant Summarization through Reinforcement Studying with Textual Entailment Suggestions
Paul Roit, Johan Ferret, Lior Shani, Roee Aharoni, Geoffrey Cideron, Robert Dadashi, Matthieu Geist, Sertan Girgin, Léonard Hussenot, Orgad Keller, Nikola Momchev, Sabela Ramos, Piotr Stanczyk, Nino Vieillard, Olivier Bachem, Gal Elidan, Avinatan Hassidim, Olivier Pietquin, Idan Szpektor
Pure Language to Code Technology in Interactive Information Science Notebooks
Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen, Kensen Shi, Joshua Howland, Paige Bailey, Michele Catasta, Henryk Michalewski, Oleksandr Polozov, Charles Sutton
Instructing Small Language Fashions to Purpose
Lucie Charlotte Magister*, Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn
Utilizing Area Data to Information Dialog Construction Induction through Neural Probabilistic Tender Logic
Connor Pryor*, Quan Yuan, Jeremiah Liu, Mehran Kazemi, Deepak Ramachandran, Tania Bedrax-Weiss, Lise Getoor
A Needle in a Haystack: An Evaluation of Excessive-Settlement Staff on MTurk for Summarization
Lining Zhang, Simon Mille, Yufang Hou, Daniel Deutsch, Elizabeth Clark, Yixin Liu, Saad Mahamood, Sebastian Gehrmann, Miruna Clinciu, Khyathi Raghavi Chandu and João Sedoc
Business Monitor papers
Federated Studying of Gboard Language Fashions with Differential Privateness
Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher Choquette, Peter Kairouz, Brendan McMahan, Jesse Rosenstock, Yuanbo Zhang
KAFA: Rethinking Picture Advert Understanding with Data-Augmented Function Adaptation of Imaginative and prescient-Language Fashions
Zhiwei Jia*, Pradyumna Narayana, Arjun Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani
ACL Findings papers
Multilingual Summarization with Factual Consistency Analysis
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark, Mirella Lapata
Parameter-Environment friendly High quality-Tuning for Strong Continuous Multilingual Studying
Kartikeya Badola, Shachi Dave, Partha Talukdar
FiDO: Fusion-in-Decoder Optimized for Stronger Efficiency and Sooner Inference
Michiel de Jong*, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai, Fei Sha, William Cohen
A Easy, But Efficient Strategy to Discovering Biases in Code Technology
Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski
Difficult BIG-Bench Duties and Whether or not Chain-of-Thought Can Clear up Them
Mirac Suzgun, Nathan Scales, Nathanael Scharli, Sebastian Gehrmann, Yi Tay, Hyung Gained Chung, Aakanksha Chowdhery, Quoc Le, Ed Chi, Denny Zhou, Jason Wei
QueryForm: A Easy Zero-Shot Kind Entity Question Framework
Zifeng Wang*, Zizhao Zhang, Jacob Devlin, Chen-Yu Lee, Guolong Su, Hao Zhang, Jennifer Dy, Vincent Perot, Tomas Pfister
ReGen: Zero-Shot Textual content Classification through Coaching Information Technology with Progressive Dense Retrieval
Yue Yu, Yuchen Zhuang, Rongzhi Zhang, Yu Meng, Jiaming Shen, Chao Zhang
Multilingual Sequence-to-Sequence Fashions for Hebrew NLP
Matan Eyal, Hila Noga, Roee Aharoni, Idan Szpektor, Reut Tsarfaty
Triggering Multi-Hop Reasoning for Query Answering in Language Fashions Utilizing Tender Prompts and Random Walks
Kanishka Misra*, Cicero Nogueira dos Santos, Siamak Shakeri
Tutorials
Workshops
* Work finished whereas at Google
