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2011.00564
Cited By
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey
International Conference on Computational Linguistics (COLING), 2020
1 November 2020
Samuel Louvan
Bernardo Magnini
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Papers citing
"Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey"
40 / 40 papers shown
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends
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Haiyang Yu
Yongbin Li
Minzheng Wang
Longze Chen
Fei Huang
409
14
0
21 Sep 2024
Exploring Description-Augmented Dataless Intent Classification
Ruoyu Hu
Foaad Khosmood
Abbas Edalat
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310
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0
25 Jul 2024
Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries
Roberto Ceraolo
Dmitrii Kharlapenko
Amélie Reymond
Amélie Reymond
Punya Syon Pandey
Bernhard Schölkopf
Zhijing Jin
Mrinmaya Sachan
Zhijing Jin
CML
588
4
0
30 May 2024
Graph Integrated Language Transformers for Next Action Prediction in Complex Phone Calls
Amin Hosseiny Marani
Ulie Schnaithmann
Youngseo Son
Akil Iyer
Manas Paldhe
Arushi Raghuvanshi
190
0
0
11 Apr 2024
Domain Adaptation in Intent Classification Systems: A Review
Jesse Atuhurra
Hidetaka Kamigaito
Taro Watanabe
Eric Nichols
179
3
0
26 Mar 2024
Towards a Zero-Data, Controllable, Adaptive Dialog System
Dirk Vath
Lindsey Vanderlyn
Ngoc Thang Vu
227
6
0
26 Mar 2024
PerSHOP -- A Persian dataset for shopping dialogue systems modeling
Keyvan Mahmoudi
Heshaam Faili
215
4
0
01 Jan 2024
TESS: A Multi-intent Parser for Conversational Multi-Agent Systems with Decentralized Natural Language Understanding Models
Burak Aksar
Sadhana Kumaravel
Tathagata Chakraborti
LLMAG
163
0
0
19 Dec 2023
Creating Spoken Dialog Systems in Ultra-Low Resourced Settings
Moayad Elamin
Muhammad Omer
Yonas Chanie
Henslaac Ndlovu
129
1
0
11 Dec 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Thinh-Le-Gia Pham
Tran Chi
Dat Quoc Nguyen
VLM
259
17
0
10 Dec 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Libo Qin
Wenbo Pan
Qiguang Chen
Lizi Liao
Zhou Yu
Yue Zhang
Wanxiang Che
Min Li
252
31
0
15 Nov 2023
DialogBench: Evaluating LLMs as Human-like Dialogue Systems
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Jiao Ou
Junda Lu
Che Liu
Yihong Tang
Fuzheng Zhang
Chen Zhang
Kun Gai
ALM
LM&MA
285
36
0
03 Nov 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti
Fardin Ahsan Sakib
Saadat Rezaul Karim
Md Hasan Khan
Md. Mushfiqur Rahman
242
8
0
17 Oct 2023
Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning
SIGDIAL Conferences (SIGDIAL), 2023
Hoang Nguyen
Chenwei Zhang
Ye Liu
Philip S. Yu
163
6
0
09 Aug 2023
LaDA: Latent Dialogue Action For Zero-shot Cross-lingual Neural Network Language Modeling
Annual Meeting of the Cognitive Science Society (CogSci), 2023
Zhanyu Ma
Jian Ye
Shuang Cheng
186
1
0
05 Aug 2023
Towards a Neural Era in Dialogue Management for Collaboration: A Literature Survey
Amogh Mannekote
LLMAG
212
4
0
18 Jul 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems
Natural Language Processing (NLP), 2023
Shivani Kumar
S. Bhatia
Milan Aggarwal
Tanmoy Chakraborty
321
1
0
14 Jul 2023
Multilingual Few-Shot Learning via Language Model Retrieval
Genta Indra Winata
Liang-Kang Huang
Soumya Vadlamannati
Yash Chandarana
RALM
164
3
0
19 Jun 2023
Unraveling ChatGPT: A Critical Analysis of AI-Generated Goal-Oriented Dialogues and Annotations
International Conference of the Italian Association for Artificial Intelligence (AIxIA), 2023
Tiziano Labruna
Sofia Brenna
Andrea Zaninello
Bernardo Magnini
158
24
0
23 May 2023
Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues
Yue Feng
Hossein A. Rahmani
Aldo Lipani
Emine Yilmaz
RALM
224
11
0
23 May 2023
Voicify Your UI: Towards Android App Control with Voice Commands
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
Minh Đức Vũ
Han Wang
Zhuang Li
Gholamreza Haffari
Zhenchang Xing
Chunyang Chen
210
6
0
09 May 2023
Actively Discovering New Slots for Task-oriented Conversation
Yuxia Wu
Tianhao Dai
Zhedong Zheng
Lizi Liao
244
1
0
06 May 2023
Boosting Few-Shot Text Classification via Distribution Estimation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Han Liu
Feng Zhang
Xiaotong Zhang
Siyang Zhao
Fenglong Ma
Xiao-Ming Wu
Hongyang Chen
Hong Yu
Xianchao Zhang
OODD
VLM
245
18
0
26 Mar 2023
Fillers in Spoken Language Understanding: Computational and Psycholinguistic Perspectives
ICON (ICON), 2023
Tanvi Dinkar
Chloé Clavel
I. Vasilescu
326
13
0
25 Jan 2023
Lexicon-injected Semantic Parsing for Task-Oriented Dialog
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Xiaojun Meng
Wenlin Dai
Yasheng Wang
Baojun Wang
Zhiyong Wu
Xin Jiang
Qun Liu
213
4
0
26 Nov 2022
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Mohsen Mesgar
Thy Thy Tran
Goran Glavaš
Iryna Gurevych
237
3
0
12 Oct 2022
From Disfluency Detection to Intent Detection and Slot Filling
Interspeech (Interspeech), 2022
M. Dao
Thinh Hung Truong
Dat Quoc Nguyen
175
3
0
17 Sep 2022
Evaluating Conversational Recommender Systems: A Landscape of Research
Artificial Intelligence Review (Artif Intell Rev), 2022
Dietmar Jannach
180
40
0
25 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception
Keenan I. Jones
Enes ALTUNCU
V. N. Franqueira
Yi-Chia Wang
Shujun Li
DeLMO
243
4
0
11 Aug 2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog
Stefan Larson
Kevin Leach
245
25
0
26 Jul 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
I-Hung Hsu
Kuan-Hao Huang
Shuning Zhang
Wen-Huang Cheng
Premkumar Natarajan
Kai-Wei Chang
Nanyun Peng
294
19
0
25 May 2022
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities
IEEE Transactions on Affective Computing (IEEE TAC), 2022
Aravind Sesagiri Raamkumar
Yinping Yang
343
48
0
09 May 2022
Improved and Efficient Conversational Slot Labeling through Question Answering
Gabor Fuisz
Ivan Vulić
Samuel Gibbons
I. Casanueva
Paweł Budzianowski
230
13
0
05 Apr 2022
Requirements Elicitation in Cognitive Service for Recommendation
Jiahao Wang
Zhiying Tu
Yunzhe Xu
Dian-Hui Chu
Xiaofei Xu
224
0
0
29 Mar 2022
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing
Vivek Gupta
Akshat Shrivastava
Adithya Sagar
Armen Aghajanyan
Denis Savenkov
RALM
170
23
0
21 Sep 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yanan Wu
Zhiyuan Zeng
Keqing He
Hong Xu
Yuanmeng Yan
Huixing Jiang
Weiran Xu
92
8
0
29 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
Journal of Artificial Intelligence Research (JAIR), 2021
E. Razumovskaia
Goran Glavaš
Olga Majewska
Edoardo Ponti
Anna Korhonen
Ivan Vulić
521
38
0
17 Apr 2021
Studying Alignment in a Collaborative Learning Activity via Automatic Methods: The Link Between What We Say and Do
Dialogue and Discourse (DAD), 2021
Utku Norman
Tanvi Dinkar
Barbara Bruno
Chloé Clavel
102
12
0
09 Apr 2021
Intent Detection and Slot Filling for Vietnamese
Interspeech (Interspeech), 2021
M. Dao
Thinh Hung Truong
Dat Quoc Nguyen
VLM
381
39
0
05 Apr 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Libo Qin
Tianbao Xie
Wanxiang Che
Ting Liu
VLM
339
117
0
04 Mar 2021
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