TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection

11 November 2019

Papers citing "TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection"

38 / 38 papers shown

Title
Datasets for Multilingual Answer Sentence Selection Matteo Gabburo S. Campese Federico Agostini Alessandro Moschitti 46 0 0 14 Jun 2024
Measuring Retrieval Complexity in Question Answering Systems Matteo Gabburo Nicolaas Paul Jedema Siddhant Garg Leonardo F. R. Ribeiro Alessandro Moschitti 41 0 0 05 Jun 2024
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models Mohammed-Khalil Ghali Abdelrahman Farrag Hajar Sakai Hicham El Baz Yu Jin Sarah Lam LM&MA MedIm 40 8 0 31 May 2024
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Y. Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 31 28 0 15 Nov 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 27 1 0 21 Sep 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 26 6 0 24 May 2023
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 43 59 0 15 Dec 2022
Entity-level Sentiment Analysis in Contact Center Telephone Conversations Xue-Yong Fu Cheng-Hsiung Chen Md Tahmid Rahman Laskar Shayna Gardiner Pooja Hiranandani TN ShashiBhushan 29 7 0 24 Oct 2022
Knowledge Transfer from Answer Ranking to Answer Generation Matteo Gabburo Rik Koncel-Kedziorski Siddhant Garg Luca Soldaini Alessandro Moschitti 30 7 0 23 Oct 2022
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis Yuxin Xiao Paul Pu Liang Umang Bhatt W. Neiswanger Ruslan Salakhutdinov Louis-Philippe Morency 175 86 0 10 Oct 2022
DEPTWEET: A Typology for Social Media Texts to Detect Depression Severities Mohsinul Kabir Tasnim Ahmed Md. Bakhtiar Hasan Md Tahmid Rahman Laskar Tarun Kumar Joarder H. Mahmud Kamrul Hasan 14 45 0 10 Oct 2022
Protoformer: Embedding Prototypes for Transformers Ashkan Farhangi Ning Sui Nan Hua Haiyan Bai Arthur Huang Zhishan Guo ViT 24 5 0 25 Jun 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations Md Tahmid Rahman Laskar Cheng Chen Aliaksandr Martsinovich Jonathan Johnston Xue-Yong Fu TN ShashiBhushan Simon Corston-Oliver 18 17 0 09 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 11 18 0 04 May 2022
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains Brodie Mather Bonnie J. Dorr Adam Dalton William de Beaumont Owen Rambow Sonja M. Schmer-Galunder 22 8 0 20 Mar 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 37 499 0 02 Feb 2022
In Situ Answer Sentence Selection at Web-scale Zeyu Zhang Thuy Vu Alessandro Moschitti 30 4 0 16 Jan 2022
Double Retrieval and Ranking for Accurate Question Answering Zeyu Zhang Thuy Vu Alessandro Moschitti 21 11 0 16 Jan 2022
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems Yoshitomo Matsubara Luca Soldaini Eric Lind Alessandro Moschitti 21 6 0 15 Jan 2022
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 33 45 0 22 Dec 2021
Improving Punctuation Restoration for Speech Transcripts via External Data Xue-Yong Fu Cheng Chen Md Tahmid Rahman Laskar TN ShashiBhushan Simon Corston-Oliver 21 13 0 01 Oct 2021
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering Siddhant Garg Alessandro Moschitti 29 26 0 14 Sep 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy Thuy Vu Alessandro Moschitti 19 1 0 18 Apr 2021
A Neighbourhood Framework for Resource-Lean Content Flagging Sheikh Muhammad Sarwar Dimitrina Zlatkova Momchil Hardalov Yoan Dinkov Isabelle Augenstein Preslav Nakov 16 5 0 31 Mar 2021
Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges Yoshitomo Matsubara Marco Levorato Francesco Restuccia 27 199 0 08 Mar 2021
LogME: Practical Assessment of Pre-trained Models for Transfer Learning Kaichao You Yong Liu Jianmin Wang Mingsheng Long 27 178 0 22 Feb 2021
Multilingual Answer Sentence Reranking via Automatically Translated Data Thuy Vu Alessandro Moschitti 22 5 0 20 Feb 2021
Bangla Text Classification using Transformers Tanvirul Alam A. Khan Firoj Alam 23 34 0 09 Nov 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 224 610 0 13 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 27 37 0 02 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 12 50 0 01 Oct 2020
The Cascade Transformer: an Application for Efficient Answer Sentence Selection Luca Soldaini Alessandro Moschitti 19 44 0 05 May 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer Siddhant Garg Rohit Kumar Sharma Yingyu Liang 25 4 0 10 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection Daniele Bonadiman Alessandro Moschitti RALM 19 10 0 04 Mar 2020
Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey Zahra Abbasiyantaeb S. Momtazi RALM 22 69 0 16 Feb 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018