DS-TOD: Efficient Domain Specialization for Task Oriented Dialog

15 October 2021

Chia-Chien Hung

Anne Lauscher

Simone Paolo Ponzetto

Goran Glavas

ArXiv PDF HTML

Papers citing "DS-TOD: Efficient Domain Specialization for Task Oriented Dialog"

23 / 23 papers shown

Title
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavas Heiko Paulheim 71 3 0 20 Jan 2025
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 83 0 0 25 Nov 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler Paramita Mirza Viju Sudhi S. Sahoo Sinchana Ramakanth Bhat 38 4 0 26 Mar 2024
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking Taha İbrahim Aksu Nancy F. Chen 20 0 0 17 Mar 2024
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain Eugene Jang Jian Cui Dayeon Yim Youngjin Jin Jin-Woo Chung Seung-Eui Shin Yongjae Lee 65 2 0 15 Mar 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 24 5 0 23 Jan 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavas Anna Korhonen Ivan Vulić LRM 32 2 0 16 Nov 2023
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals Sukannya Purkayastha Anne Lauscher Iryna Gurevych 29 6 0 07 Nov 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction Yueling Li Sebastian Martschat Simone Paolo Ponzetto 21 1 0 05 Aug 2023
Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection David Dukić Kiril Gashteovski Goran Glavavs Jan vSnajder 20 0 0 23 May 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 30 9 0 22 May 2023
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs VLM AI4CE 38 14 0 13 Oct 2022
Back to the Future: On Potential Histories in NLP Zeerak Talat Anne Lauscher AI4TS 30 4 0 12 Oct 2022
On the Limitations of Sociodemographic Adaptation with Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs 32 0 0 01 Aug 2022
Massively Multilingual Lexical Specialization of Multilingual Transformers Tommaso Green Simone Paolo Ponzetto Goran Glavavs 30 0 0 01 Aug 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 43 27 0 29 Jul 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog Chia-Chien Hung Anne Lauscher Ivan Vulić Simone Paolo Ponzetto Goran Glavavs 28 34 0 20 May 2022
Parameter-Efficient Abstractive Question Answering over Tables or Text Vaishali Pal Evangelos Kanoulas Maarten de Rijke LMTD 19 14 0 07 Apr 2022
Improved and Efficient Conversational Slot Labeling through Question Answering Gabor Fuisz Ivan Vulić Samuel Gibbons I. Casanueva Paweł Budzianowski 23 11 0 05 Apr 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavavs Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 21 16 0 16 Mar 2022
Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender Anne Lauscher Archie Crowley Dirk Hovy AILaw 29 54 0 24 Feb 2022
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 150 192 0 29 Sep 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 270 975 0 17 Apr 2021