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Google at ACL 2023 – Google Analysis Weblog

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Google at ACL 2023 – Google Analysis Weblog

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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 happening in Vancouver, BC. As a frontrunner in pure language processing and understanding, and a Diamond Stage sponsor of ACL 2023, Google will showcase the most recent analysis within the discipline with over 50 publications, and lively involvement in quite a lot of workshops and tutorials.

If you happen to’re registered for ACL 2023, we hope that you simply’ll go to the Google sales space to study extra concerning the initiatives at Google that go into fixing attention-grabbing issues for billions of individuals. You can even study extra about Google’s participation beneath (Google affiliations in daring).

Board and Organizing Committee

Space chairs embrace: Dan Garrette

Workshop chairs embrace: Annie Louis

Publication chairs embrace: Lei Shu

Program Committee contains: Vinodkumar Prabhakaran, Najoung Kim, Markus Freitag

Highlight papers

NusaCrowd: Open Supply Initiative for Indonesian NLP Sources

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 Knowledge 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-Based mostly Self-Coaching for Abstractive Opinion Summarization

Annie Louis, Joshua Maynez

RISE: Leveraging Retrieval Strategies 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: Bettering 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 Function 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-Type 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 submit)

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 way of a Seq2Seq Transition-Based mostly 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 Process-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 way of Multitask Advantageous-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 Information 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 Development 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 Knowledge Choice for Higher Few-Shot Language Mannequin Advantageous-Tuning: A Immediate-Based mostly Uncertainty Propagation Method

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 Type Doc Info 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-Phase 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 submit)

Sanjay Subramanian, Medhini Narasimhan, Kushal Khangaonkar, Kevin Yang, Arsha Nagrani, Cordelia Schmid, Andy Zeng, Trevor Darrell, Dan Klein

In the direction of Understanding Chain-of-Thought Prompting: An Empirical Research 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 Knowledge 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

Educating Small Language Fashions to Purpose

Lucie Charlotte Magister*, Jonathan Mallinson, Jakub Adamek, Eric Malmi, Aliaksei Severyn

Utilizing Area Information to Information Dialog Construction Induction through Neural Probabilistic Delicate 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 Employees 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 Information-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 Advantageous-Tuning for Strong Continuous Multilingual Studying

Kartikeya Badola, Shachi Dave, Partha Talukdar

FiDO: Fusion-in-Decoder Optimized for Stronger Efficiency and Quicker Inference

Michiel de Jong*, Yury Zemlyanskiy, Joshua Ainslie, Nicholas FitzGerald, Sumit Sanghai, Fei Sha, William Cohen

A Easy, But Efficient Method to Discovering Biases in Code Technology

Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski

Difficult BIG-Bench Duties and Whether or not Chain-of-Thought Can Resolve Them

Mirac Suzgun, Nathan Scales, Nathanael Scharli, Sebastian Gehrmann, Yi Tay, Hyung Received Chung, Aakanksha Chowdhery, Quoc Le, Ed Chi, Denny Zhou, Jason Wei

QueryForm: A Easy Zero-Shot Type 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 Knowledge 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 Delicate Prompts and Random Walks

Kanishka Misra*, Cicero Nogueira dos Santos, Siamak Shakeri

Tutorials

Workshops


* Work finished whereas at Google

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