BERT for Joint Intent Classification and Slot Filling

28 February 2019

Qian Chen

Zhu Zhuo

Wen Wang

VLM

ArXiv PDF HTML

Papers citing "BERT for Joint Intent Classification and Slot Filling"

50 / 233 papers shown

Title
Minimally Supervised Hierarchical Domain Intent Learning for CRS Safikureshi Mondal S. Dasgupta Amarnath Gupta 14 0 0 04 May 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 39 0 0 18 Apr 2025
Should We Tailor the Talk? Understanding the Impact of Conversational Styles on Preference Elicitation in Conversational Recommender Systems Ivica Kostric K. Balog Ujwal Gadiraju 34 0 0 17 Apr 2025
Precise Legal Sentence Boundary Detection for Retrieval at Scale: NUPunkt and CharBoundary M. Bommarito Daniel Martin Katz Jillian Bommarito AILaw 33 0 0 05 Apr 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 62 3 0 24 Mar 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Ming Zhang Yansen Wang Yujiong Shen Tingyi Yang Changhao Jiang ... Tao Liang Guojun Ma Qi Zhang Tao Gui Xuanjing Huang 63 0 0 09 Mar 2025
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Hediyeh Baban Sai A Pidapar Aashutosh Nema Sichen Lu LLMAG 82 0 0 25 Feb 2025
CALICO: Conversational Agent Localization via Synthetic Data Generation Andy Rosenbaum Pegah Kharazmi Ershad Banijamali Lu Zeng Christopher DiPersio ... Gokmen Oz Clement Chung Karolina Owczarzak Fabian Triefenbach Wael Hamza SyDa 91 0 0 06 Dec 2024
Variable Extraction for Model Recovery in Scientific Literature Chunwei Liu Enrique Noriega-Atala A. Pyarelal Clayton T. Morrison Mike Cafarella 72 1 0 21 Nov 2024
Improved intent classification based on context information using a windows-based approach Jeanfranco D. Farfan-Escobedo Julio C. Dos Reis 27 0 0 09 Nov 2024
Large Language Model-assisted Speech and Pointing Benefits Multiple 3D Object Selection in Virtual Reality Junlong Chen Jens Grubert Per Ola Kristensson 31 0 0 28 Oct 2024
Experimental Evaluation of Machine Learning Models for Goal-oriented Customer Service Chatbot with Pipeline Architecture Nurul Ain Nabilah Mohd Isa Siti Nuraishah Agos Jawaddi Azlan Ismail 21 2 0 27 Sep 2024
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Yan Li So-Eon Kim Seong-Bae Park S. Han 25 0 0 15 Aug 2024
Exploring Description-Augmented Dataless Intent Classification Ruoyu Hu Foaad Khosmood Abbas Edalat AI4TS 45 0 0 25 Jul 2024
Interpetable Target-Feature Aggregation for Multi-Task Learning based on Bias-Variance Analysis Paolo Bonetti Alberto Maria Metelli Marcello Restelli 41 0 0 12 Jun 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding Suyoung Kim Jiyeon Hwang Ho-Young Jung 39 0 0 23 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 26 3 0 18 May 2024
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants Chloe Sekkat Fanny Leroy Salima Mdhaffar Blake Perry Smith Yannick Esteve Joseph Dureau A. Coucke 32 1 0 14 May 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU Guanhua Chen Yutong Yao Derek F. Wong Lidia S. Chao 55 2 0 05 May 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 20 0 15 Apr 2024
RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations Shun Zhang Chaoran Yan Jian Yang Changyu Ren Jiaqi Bai Tongliang Li Zhoujun Li 39 1 0 13 Apr 2024
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings Yue Zhou Barbara Maria Di Eugenio Brian D. Ziebart Lisa Sharp Bing Liu Ben S. Gerber Nikolaos Agadakos S. Yadav 38 4 0 13 Apr 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 29 0 0 11 Apr 2024
Using Interpretation Methods for Model Enhancement Zhuo Chen Chengyue Jiang Kewei Tu 21 2 0 02 Apr 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark Nadege Alavoine G. Laperriere Christophe Servan Sahar Ghannay Sophie Rosset VLM 37 0 0 28 Mar 2024
Domain Adaptation in Intent Classification Systems: A Review Jesse Atuhurra Hidetaka Kamigaito Taro Watanabe Eric Nichols 45 0 0 26 Mar 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler Paramita Mirza Viju Sudhi S. Sahoo Sinchana Ramakanth Bhat 33 4 0 26 Mar 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 67 60 0 28 Feb 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 35 6 0 27 Feb 2024
Prompt Perturbation Consistency Learning for Robust Language Models Yao Qiang Subhrangshu Nandi Ninareh Mehrabi Greg Ver Steeg Anoop Kumar Anna Rumshisky Aram Galstyan 43 6 0 24 Feb 2024
Compositional Generalization in Spoken Language Understanding Avik Ray Yilin Shen Hongxia Jin CoGe 30 1 0 25 Dec 2023
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling Jie Han Yixiong Zou Yining Qi Jun Wang Wei Liu Yao Wu Tao Zhang Ruixuan Li VLM 33 0 0 21 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 52 7 0 17 Dec 2023
Bengali Intent Classification with Generative Adversarial BERT Mehedi Hasan Mohammad Jahid Ibna Basher Md. Tanvir Rouf Shawon 11 1 0 17 Dec 2023
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention Thinh-Le-Gia Pham Dat Quoc Nguyen 41 1 0 14 Dec 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention Thinh-Le-Gia Pham Tran Chi Dat Quoc Nguyen VLM 13 5 0 10 Dec 2023
Speech Understanding on Tiny Devices with A Learning Cache A. Benazir Zhiming Xu Felix Xiaozhu Lin 29 0 0 30 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 67 21 0 28 Nov 2023
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction Zhongfen Deng Hao Peng Tao Zhang Shuaiqi Liu Wenting Zhao Yibo Wang Philip S. Yu 11 2 0 07 Nov 2023
Injecting Categorical Labels and Syntactic Information into Biomedical NER Sumam Francis Marie-Francine Moens NAI 14 1 0 06 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 35 6 0 17 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 25 2 0 16 Oct 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT Xiaoshuai Song Keqing He Pei Wang Guanting Dong Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu LRM 42 14 0 16 Oct 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding Tianjun Mao Chenghong Zhang VLM 40 0 0 04 Oct 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen Eng Siong Chng 32 42 0 27 Sep 2023
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios Francesco Ragusa Rosario Leonardi Michele Mazzamuto Claudia Bonanno Rosario Scavo Antonino Furnari G. Farinella 32 7 0 26 Sep 2023
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond Kalpa Gunaratna Vijay Srinivasan Hongxia Jin 30 0 0 25 Sep 2023
GRaCE: Balancing Multiple Criteria to Achieve Stable, Collision-Free, and Functional Grasps Tasbolat Taunyazov Kelvin Lin Harold Soh 32 0 0 16 Sep 2023
Intent Detection at Scale: Tuning a Generic Model using Relevant Intents Nichal Narotamo David Aparicio Tiago Mesquita Mariana Almeida VLM 21 0 0 15 Sep 2023
Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shuffling Bin Chen M. Iwaihara 21 3 0 13 Sep 2023