Workshop on Simple and Efficient Natural Language Processing (2023)
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Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)
Proceedings of the Fourth Workshop on Simple and Efficient Natural Language Processing (SustaiNLP)
Nafise Sadat Moosavi | Iryna Gurevych | Yufang Hou | Gyuwan Kim | Young Jin Kim | Tal Schuster | Ameeta Agrawal
Nafise Sadat Moosavi | Iryna Gurevych | Yufang Hou | Gyuwan Kim | Young Jin Kim | Tal Schuster | Ameeta Agrawal
KwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals
Sandeep Silwal | Sara Ahmadian | Andrew Nystrom | Andrew Mccallum | Deepak Ramachandran | Mehran Kazemi
Sandeep Silwal | Sara Ahmadian | Andrew Nystrom | Andrew Mccallum | Deepak Ramachandran | Mehran Kazemi
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models
Yanchen Liu | Timo Schick | Hinrich Schtze
Yanchen Liu | Timo Schick | Hinrich Schtze
oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes
Daniel Campos | Alexandre Marques | Mark Kurtz | Cheng Xiang Zhai
Daniel Campos | Alexandre Marques | Mark Kurtz | Cheng Xiang Zhai
Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders
Daniel Campos | Alessandro Magnani | Chengxiang Zhai
Daniel Campos | Alessandro Magnani | Chengxiang Zhai
To Asymmetry and Beyond: Structured Pruning of Sequence to Sequence Models for Improved Inference Efficiency
Daniel Campos | Chengxiang Zhai
Daniel Campos | Chengxiang Zhai
Small is the New Big: Pre-finetuned compact models are better for Asynchronous Active Learning
Dantong Liu | Kaushik Pavani | Sunny Dasgupta
Dantong Liu | Kaushik Pavani | Sunny Dasgupta
ADEPT: Adapter-based Efficient Prompt Tuning Approach for Language Models
Aditya Shah | Surendrabikram Thapa | Aneesh Jain | Lifu Huang
Aditya Shah | Surendrabikram Thapa | Aneesh Jain | Lifu Huang
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks
Jean-michel Attendu | Jean-philippe Corbeil
Jean-michel Attendu | Jean-philippe Corbeil
On the Interactions of Structural Constraints and Data Resources for Structured Prediction
Zhisong Zhang | Emma Strubell | Eduard Hovy
Zhisong Zhang | Emma Strubell | Eduard Hovy
Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
Chenyang Lyu | Tianbo Ji | Yvette Graham | Jennifer Foster
Chenyang Lyu | Tianbo Ji | Yvette Graham | Jennifer Foster
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?
Xin Xu | Yuqi Zhu | Xiaohan Wang | Ningyu Zhang
Xin Xu | Yuqi Zhu | Xiaohan Wang | Ningyu Zhang
MANER: Mask Augmented Named Entity Recognition for Extreme Low-Resource Languages
Shashank Sonkar | Zichao Wang | Richard Baraniuk
Shashank Sonkar | Zichao Wang | Richard Baraniuk
Efficient and Interpretable Compressive Text Summarisation with Unsupervised Dual-Agent Reinforcement Learning
Peggy Tang | Junbin Gao | Lei Zhang | Zhiyong Wang
Peggy Tang | Junbin Gao | Lei Zhang | Zhiyong Wang
Exploring the Effect of Frequency Resolution in FNet
Gregory Szumel | Ghazal Khalighinejad | Rickard Stureborg | Sam Wiseman
Gregory Szumel | Ghazal Khalighinejad | Rickard Stureborg | Sam Wiseman
Towards Adaptable and Interactive Image Captioning with Data Augmentation and Episodic Memory
Aliki Anagnostopoulou | Mareike Hartmann | Daniel Sonntag
Aliki Anagnostopoulou | Mareike Hartmann | Daniel Sonntag
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer
Xu Han | Bin Guo | Yoon Jung | Benjamin Yao | Yu Zhang | Xiaohu Liu | Chenlei Guo
Xu Han | Bin Guo | Yoon Jung | Benjamin Yao | Yu Zhang | Xiaohu Liu | Chenlei Guo
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints
Ganesh Jawahar | Subhabrata Mukherjee | Debadeepta Dey | Muhammad Abdul-mageed | Laks Lakshmanan, V.s. | Caio Mendes | Gustavo De Rosa | Shital Shah
Ganesh Jawahar | Subhabrata Mukherjee | Debadeepta Dey | Muhammad Abdul-mageed | Laks Lakshmanan, V.s. | Caio Mendes | Gustavo De Rosa | Shital Shah