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Intent Induction from Conversations for Task-Oriented Dialogue Track at
  DSTC 11

Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11

25 April 2023
James Gung
Raphael Shu
Emily Moeng
Wesley Rose
Salvatore Romeo
Yassine Benajiba
Arshit Gupta
Saab Mansour
Yi Zhang
ArXiv (abs)PDFHTML

Papers citing "Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11"

8 / 8 papers shown
Intent Clustering with Shared Pseudo-Labels
Intent Clustering with Shared Pseudo-Labels
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
VLM
175
0
0
16 Oct 2025
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
124
0
0
08 Oct 2025
Controllable Conversational Theme Detection Track at DSTC 12
Controllable Conversational Theme Detection Track at DSTC 12
Igor Shalyminov
Hang Su
Jake W. Vincent
Siffi Singh
Jason (Jinglun) Cai
James Gung
Raphael Shu
Saab Mansour
81
0
0
26 Aug 2025
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
306
1
0
19 Mar 2025
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence
  Embeddings for Automatic Dialog Flow Extraction
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Sergio Burdisso
S. Madikeri
P. Motlícek
342
6
0
24 Oct 2024
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought DecodingSIGDIAL Conferences (SIGDIAL), 2024
Renato Vukovic
David Arps
Carel van Niekerk
Benjamin Matthias Ruppik
Hsien-chin Lin
Michael Heck
Milica Gašić
215
3
0
05 Aug 2024
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent
  Classification
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mujeen Sung
James Gung
Elman Mansimov
Nikolaos Pappas
Raphael Shu
Salvatore Romeo
Yi Zhang
Vittorio Castelli
180
9
0
24 May 2023
Efficient Intent Detection with Dual Sentence Encoders
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
661
557
0
10 Mar 2020
1
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