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Google is proud to be a Diamond Sponsor of Empirical Strategies in Pure Language Processing (EMNLP 2023), a premier annual convention, which is being held this week in Sentosa, Singapore. Google has a robust presence at this yr’s convention with over 65 accepted papers and lively involvement in 11 workshops and tutorials. Google can be completely happy to be a Main Sponsor for the Widening NLP workshop (WiNLP), which goals to spotlight world representations of individuals, views, and cultures in AI and ML. We stay up for sharing a few of our intensive NLP analysis and increasing our partnership with the broader analysis neighborhood.
We hope you’ll go to the Google sales space to speak with researchers who’re actively pursuing the most recent improvements in NLP, and take a look at among the scheduled sales space actions (e.g., demos and Q&A periods listed beneath). Go to the @GoogleAI X (Twitter) and LinkedIn accounts to seek out out extra in regards to the Google sales space actions at EMNLP 2023.
Have a look beneath to study extra in regards to the Google analysis being introduced at EMNLP 2023 (Google affiliations in daring).
This schedule is topic to vary. Please go to the Google sales space for extra info.
Adaptation with Self-Analysis to Enhance Selective Prediction in LLMs
Jiefeng Chen*, Jinsung Yoon, Sayna Ebrahimi, Sercan O Arik, Tomas Pfister, Somesh Jha
A Complete Analysis of Device-Assisted Era Methods
Alon Jacovi*, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
1-PAGER: One Cross Reply Era and Proof Retrieval
Palak Jain, Livio Baldini Soares, Tom Kwiatkowski
MaXM: In direction of Multilingual Visible Query Answering
Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish V. Thapliyal, Idan Szpektor, Julien Amelot, Xi Chen, Radu Soricut
SDOH-NLI: A Dataset for Inferring Social Determinants of Well being from Scientific Notes
Adam D. Lelkes, Eric Loreaux*, Tal Schuster, Ming-Jun Chen, Alvin Rajkomar
Machine Studying Comprehension Utilizing Case-based Reasoning
Dung Ngoc Thai, Dhruv Agarwal, Mudit Chaudhary, Wenlong Zhao, Rajarshi Das, Jay-Yoon Lee, Hannaneh Hajishirzi, Manzil Zaheer, Andrew McCallum
Cross-lingual Open-Retrieval Query Answering for African Languages
Odunayo Ogundepo, Tajuddeen Gwadabe, Clara E. Rivera, Jonathan H. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure F. P. Dossou, Abdou Aziz DIOP, Claytone Sikasote, Gilles HACHEME, Glad Buzaaba, Ignatius Ezeani, Rooweither Mabuya, Salomey Osei, Chris Chinenye Emezue, Albert Kahira, Shamsuddeen Hassan Muhammad, Akintunde Oladipo, Abraham Toluwase Owodunni, Atnafu Lambebo Tonja, Iyanuoluwa Shode, Akari Asai, Anuoluwapo Aremu, Ayodele Awokoya, Bernard Opoku, Chiamaka Ijeoma Chukwuneke, Christine Mwase, Clemencia Siro, Stephen Arthur, Tunde Oluwaseyi Ajayi, Verrah Akinyi Otiende, Andre Niyongabo Rubungo, Boyd Sinkala, Daniel Ajisafe, Emeka Felix Onwuegbuzia, Falalu Ibrahim Lawan, Ibrahim Stated Ahmad, Jesujoba Oluwadara Alabi, CHINEDU EMMANUEL MBONU, Mofetoluwa Adeyemi, Mofya Phiri, Orevaoghene Ahia, Ruqayya Nasir Iro, Sonia Adhiambo
On Uncertainty Calibration and Selective Era in Probabilistic Neural Summarization: A Benchmark Examine
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Zhe Liu
Epsilon Sampling Rocks: Investigating Sampling Methods for Minimal Bayes Danger Decoding for Machine Translation
Markus Freitag, Behrooz Ghorbani*, Patrick Fernandes*
Sources of Hallucination by Massive Language Fashions on Inference Duties
Nick McKenna, Tianyi Li, Liang Cheng, Mohammad Javad Hosseini, Mark Johnson, Mark Steedman
Don’t Add, Don’t Miss: Efficient Content material Preserving Era from Pre-selected Textual content Spans
Aviv Slobodkin, Avi Caciularu, Eran Hirsch, Ido Dagan
What Makes Chain-of-Thought Prompting Efficient? A Counterfactual Examine
Aman Madaan*, Katherine Hermann, Amir Yazdanbakhsh
Understanding HTML with Massive Language Fashions
Izzeddin Gur, Ofir Nachum, Yingjie Miao, Mustafa Safdari, Austin Huang, Aakanksha Chowdhery, Sharan Narang, Noah Fiedel, Aleksandra Faust
Bettering the Robustness of Summarization Fashions by Detecting and Eradicating Enter Noise
Kundan Krishna*, Yao Zhao, Jie Ren, Balaji Lakshminarayanan, Jiaming Luo, Mohammad Saleh, Peter J. Liu
In-Context Studying Creates Process Vectors
Roee Hendel, Mor Geva, Amir Globerson
Pre-training With out Consideration
Junxiong Wang, Jing Nathan Yan, Albert Gu, Alexander M Rush
MUX-PLMs: Knowledge Multiplexing for Excessive-Throughput Language Fashions
Vishvak Murahari, Ameet Deshpande, Carlos E Jimenez, Izhak Shafran, Mingqiu Wang, Yuan Cao, Karthik R Narasimhan
PaRaDe: Passage Rating Utilizing Demonstrations with LLMs
Andrew Drozdov*, Honglei Zhuang, Zhuyun Dai, Zhen Qin, Razieh Rahimi, Xuanhui Wang, Dana Alon, Mohit Iyyer, Andrew McCallum, Donald Metzler*, Kai Hui
Lengthy-Kind Speech Translation Via Segmentation with Finite-State Decoding Constraints on Massive Language Fashions
Arya D. McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu
Unsupervised Opinion Summarization Utilizing Approximate Geodesics
Somnath Basu Roy Chowdhury*, Nicholas Monath, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
SQLPrompt: In-Context Textual content-to-SQL with Minimal Labeled Knowledge
Ruoxi Solar, Sercan O. Arik, Rajarishi Sinha, Hootan Nakhost, Hanjun Dai, Pengcheng Yin, Tomas Pfister
Retrieval-Augmented Parsing for Advanced Graphs by Exploiting Construction and Uncertainty
Zi Lin, Quan Yuan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang
A Zero-Shot Language Agent for Laptop Management with Structured Reflection
Tao Li, Gang Li, Zhiwei Deng, Bryan Wang*, Yang Li
Pragmatics in Language Grounding: Phenomena, Duties, and Modeling Approaches
Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh
Bettering Classifier Robustness Via Lively Era of Pairwise Counterfactuals
Ananth Balashankar, Xuezhi Wang, Yao Qin, Ben Packer, Nithum Thain, Jilin Chen, Ed H. Chi, Alex Beutel
mmT5: Modular Multilingual Pre-training Solves Supply Language Hallucinations
Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia, Xinyi Wang, Machel Reid, Sebastian Ruder
Scaling Legal guidelines vs Mannequin Architectures: How Does Inductive Bias Affect Scaling?
Yi Tay, Mostafa Dehghani, Samira Abnar, Hyung Received Chung, William Fedus, Jinfeng Rao, Sharan Narang, Vinh Q. Tran, Dani Yogatama, Donald Metzler
TaTA: A Multilingual Desk-to-Textual content Dataset for African Languages
Sebastian Gehrmann, Sebastian Ruder, Vitaly Nikolaev, Jan A. Botha, Michael Chavinda, Ankur P Parikh, Clara E. Rivera
XTREME-UP: A Consumer-Centric Scarce-Knowledge Benchmark for Underneath-Represented Languages
Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel Amath Sarr, Xinyi Wang, John Frederick Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod, Isaac Rayburn Caswell, Colin Cherry, Dan Garrette, Reeve Ingle, Melvin Johnson, Dmitry Panteleev, Partha Talukdar
q2d: Turning Questions into Dialogs to Educate Fashions How you can Search
Yonatan Bitton, Shlomi Cohen-Ganor, Ido Hakimi, Yoad Lewenberg, Roee Aharoni, Enav Weinreb
Emergence of Summary State Representations in Embodied Sequence Modeling
Tian Yun*, Zilai Zeng, Kunal Handa, Ashish V Thapliyal, Bo Pang, Ellie Pavlick, Chen Solar
Evaluating and Modeling Attribution for Cross-Lingual Query Answering
Benjamin Muller*, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Baldini Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
Weakly-Supervised Studying of Visible Relations in Multimodal Pre-training
Emanuele Bugliarello, Aida Nematzadeh, Lisa Anne Hendricks
How Do Languages Affect Every Different? Finding out Cross-Lingual Knowledge Sharing Throughout LM High quality-Tuning
Rochelle Choenni, Dan Garrette, Ekaterina Shutova
CompoundPiece: Evaluating and Bettering Decompounding Efficiency of Language Fashions
Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulić
IC3: Picture Captioning by Committee Consensus
David Chan, Austin Myers, Sudheendra Vijayanarasimhan, David A Ross, John Canny
The Curious Case of Hallucinatory (Un)answerability: Discovering Truths within the Hidden States of Over-Assured Massive Language Fashions
Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel
Evaluating Massive Language Fashions on Managed Era Duties
Jiao Solar, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Wieting, Nanyun Peng, Xuezhe Ma
Ties Matter: Meta-Evaluating Trendy Metrics with Pairwise Accuracy and Tie Calibration
Daniel Deutsch, George Foster, Markus Freitag
Transcending Scaling Legal guidelines with 0.1% Additional Compute
Yi Tay*, Jason Wei*, Hyung Received Chung*, Vinh Q. Tran, David R. So*, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V. Le, Mostafa Dehghani
Knowledge Similarity is Not Sufficient to Clarify Language Mannequin Efficiency
Gregory Yauney*, Emily Reif, David Mimno
Self-Affect Guided Knowledge Reweighting for Language Mannequin Pre-training
Megh Thakkar*, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar
ReTAG: Reasoning Conscious Desk to Analytic Textual content Era
Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
GATITOS: Utilizing a New Multilingual Lexicon for Low-Useful resource Machine Translation
Alex Jones*, Isaac Caswell, Ishank Saxena
Video-Useful Multimodal Machine Translation
Yihang Li, Shuichiro Shimizu, Chenhui Chu, Sadao Kurohashi, Wei Li
Image Tuning Improves In-Context Studying in Language Fashions
Jerry Wei*, Le Hou, Andrew Kyle Lampinen, Xiangning Chen*, Da Huang, Yi Tay*, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma*, Quoc V Le
“Do not Take This Out of Context!” On the Want for Contextual Fashions and Evaluations for Stylistic Rewriting
Akhila Yerukola, Xuhui Zhou, Elizabeth Clark, Maarten Sap
QAmeleon: Multilingual QA with Solely 5 Examples
Priyanka Agrawal, Chris Alberti, Fantine Huot, Joshua Maynez, Ji Ma, Sebastian Ruder, Kuzman Ganchev, Dipanjan Das, Mirella Lapata
Communicate, Learn and Immediate: Excessive-Constancy Textual content-to-Speech with Minimal Supervision
Eugene Kharitonov, Damien Vincent, Zalán Borsos, Raphaël Marinier, Sertan Girgin, Olivier Pietquin, Matt Sharifi, Marco Tagliasacchi, Neil Zeghidour
AnyTOD: A Programmable Process-Oriented Dialog System
Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu
Selectively Answering Ambiguous Questions
Jeremy R. Cole, Michael JQ Zhang, Daniel Gillick, Julian Martin Eisenschlos, Bhuwan Dhingra, Jacob Eisenstein
PRESTO: A Multilingual Dataset for Parsing Practical Process-Oriented Dialogs (see weblog put up)
Rahul Goel, Waleed Ammar, Aditya Gupta, Siddharth Vashishtha, Motoki Sano, Faiz Surani*, Max Chang, HyunJeong Choe, David Greene, Chuan He, Rattima Nitisaroj, Anna Trukhina, Shachi Paul, Pararth Shah, Rushin Shah, Zhou Yu
LM vs LM: Detecting Factual Errors through Cross Examination
Roi Cohen, Could Hamri, Mor Geva, Amir Globerson
A Suite of Generative Duties for Multi-Degree Multimodal Webpage Understanding
Andrea Burns*, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
AfriSenti: A Twitter Sentiment Evaluation Benchmark for African Languages
Shamsuddeen Hassan Muhammad, Idris Abdulmumin, Abinew Ali Ayele, Nedjma Ousidhoum, David Ifeoluwa Adelani, Seid Muhie Yimam, Ibrahim Stated Ahmad, Meriem Beloucif, Saif M. Mohammad, Sebastian Ruder, Oumaima Hourrane, Alipio Jorge, Pavel Brazdil, Felermino D. M. A. Ali, Davis David, Salomey Osei, Bello Shehu-Bello, Falalu Ibrahim Lawan, Tajuddeen Gwadabe, Samuel Rutunda, Tadesse Destaw Belay, Wendimu Baye Messelle, Hailu Beshada Balcha, Sisay Adugna Chala, Hagos Tesfahun Gebremichael, Bernard Opoku, Stephen Arthur
Optimizing Retrieval-Augmented Reader Fashions through Token Elimination
Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Analysis
Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur P Parikh
GQA: Coaching Generalized Multi-Question Transformer Fashions from Multi-Head Checkpoints
Joshua Ainslie, James Lee-Thorp, Michiel de Jong*, Yury Zemlyanskiy, Federico Lebron, Sumit Sanghai
CoLT5: Quicker Lengthy-Vary Transformers with Conditional Computation
Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontanon, Siddhartha Brahma, Yury Zemlyanskiy, David Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
Bettering Variety of Demographic Illustration in Massive Language Fashions through Collective-Critiques and Self-Voting
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen
Common Self-Adaptive Prompting (see weblog put up)
Xingchen Wan*, Ruoxi Solar, Hootan Nakhost, Hanjun Dai, Julian Martin Eisenschlos, Sercan O. Arik, Tomas Pfister
TrueTeacher: Studying Factual Consistency Analysis with Massive Language Fashions
Zorik Gekhman, Jonathan Herzig, Roee Aharoni, Chen Elkind, Idan Szpektor
Hierarchical Pre-training on Multimodal Digital Well being Information
Xiaochen Wang, Junyu Luo, Jiaqi Wang, Ziyi Yin, Suhan Cui, Yuan Zhong, Yaqing Wang, Fenglong Ma
NAIL: Lexical Retrieval Indices with Environment friendly Non-Autoregressive Decoders
Livio Baldini Soares, Daniel Gillick, Jeremy R. Cole, Tom Kwiatkowski
How Does Generative Retrieval Scale to Hundreds of thousands of Passages?
Ronak Pradeep*, Kai Hui, Jai Gupta, Adam D. Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran
Make Each Instance Depend: On the Stability and Utility of Self-Affect for Studying from Noisy NLP Datasets
Irina Bejan*, Artem Sokolov, Katja Filippova
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