Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Characterizing and Measuring Linguistic Dataset Drift


May 26, 2023
Tyler A. Chang, Kishaloy Halder, Neha Anna John, Yogarshi Vyas, Yassine Benajiba, Miguel Ballesteros, Dan Roth

Add code

* Accepted to ACL 2023 

   Access Paper or Ask Questions

Taxonomy Expansion for Named Entity Recognition


May 22, 2023
Karthikeyan K, Yogarshi Vyas, Jie Ma, Giovanni Paolini, Neha Anna John, Shuai Wang, Yassine Benajiba, Vittorio Castelli, Dan Roth, Miguel Ballesteros

Add code


   Access Paper or Ask Questions

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment


May 19, 2023
Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan

Add code


   Access Paper or Ask Questions

Comparing Biases and the Impact of Multilingual Training across Multiple Languages


May 18, 2023
Sharon Levy, Neha Anna John, Ling Liu, Yogarshi Vyas, Jie Ma, Yoshinari Fujinuma, Miguel Ballesteros, Vittorio Castelli, Dan Roth

Add code


   Access Paper or Ask Questions

Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization


Mar 21, 2023
Ming Shen, Jie Ma, Shuai Wang, Yogarshi Vyas, Kalpit Dixit, Miguel Ballesteros, Yassine Benajiba

Add code

* EACL 2023 Findings 

   Access Paper or Ask Questions

Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views


Feb 23, 2023
Katerina Margatina, Shuai Wang, Yogarshi Vyas, Neha Anna John, Yassine Benajiba, Miguel Ballesteros

Add code

* To appear at EACL 2023. Our code will be available at https://github.com/amazon-science/temporal-robustness 

   Access Paper or Ask Questions

Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection


Nov 09, 2022
Hardy Hardy, Miguel Ballesteros, Faisal Ladhak, Muhammad Khalifa, Vittorio Castelli, Kathleen McKeown

Add code


   Access Paper or Ask Questions

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis


Oct 12, 2022
Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth

Add code


   Access Paper or Ask Questions

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents


Oct 11, 2022
Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya, Miguel Ballesteros

Add code


   Access Paper or Ask Questions

Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning


Apr 23, 2022
Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis

Add code

* Accepted to appear at NAACL 2022 

   Access Paper or Ask Questions

1
2
3
4
5
>>