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

25 April 2023

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

8 / 8 papers shown

Title
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models I-Fan Lin Faegheh Hasibi Suzan Verberne 42 0 0 19 Mar 2025
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction Sergio Burdisso S. Madikeri P. Motlícek 32 1 0 24 Oct 2024
Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding Renato Vukovic David Arps Carel van Niekerk Benjamin Matthias Ruppik Hsien-chin Lin Michael Heck Milica Gašić 44 1 0 05 Aug 2024
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification Mujeen Sung James Gung Elman Mansimov Nikolaos Pappas Raphael Shu Salvatore Romeo Yi Zhang Vittorio Castelli 31 7 0 24 May 2023
Learning Dialogue Representations from Consecutive Utterances Zhihan Zhou Dejiao Zhang Wei Xiao Nicholas Dingwall Xiaofei Ma Andrew O. Arnold Bing Xiang SSL 46 21 0 26 May 2022
Effectiveness of Pre-training for Few-shot Intent Classification Haode Zhang Yuwei Zhang Li-Ming Zhan Jiaxin Chen Guangyuan Shi Xiao-Ming Wu Albert Y. S. Lam VLM 72 44 0 13 Sep 2021
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 178 451 0 10 Mar 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 294 6,950 0 20 Apr 2018