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Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches, and Future Directions

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-49165-9_7openalex-snapshot
Medical Dialogue Summarization for Automated Reporting in Healthcare
inferredcites →https://doi.org/10.1007/978-3-030-55393-7_22openalex-snapshot
How to Interact and Change? Abstractive Dialogue Summarization with Dialogue Act Weight and Topic Change Info
inferredcites →https://doi.org/10.1007/978-3-030-93049-3_11openalex-snapshot
An Improved DDPG Algorithm with Barrier Function for Lane-Change Decision-Making of Intelligent Vehicles
inferredcites →https://doi.org/10.1007/978-3-319-10602-1_48openalex-snapshot
Microsoft COCO: Common Objects in Context
inferredcites →https://doi.org/10.1016/j.neucom.2019.10.019openalex-snapshot
Abstractive meeting summarization by hierarchical adaptive segmental network learning with multiple revising steps
inferredcites →https://doi.org/10.1016/j.patcog.2020.107567openalex-snapshot
A comprehensive survey of multi-view video summarization
inferredcites →https://doi.org/10.1109/access.2021.3052783openalex-snapshot
A Survey of the State-of-the-Art Models in Neural Abstractive Text Summarization
inferredcites →https://doi.org/10.1109/asru46091.2019.9003764openalex-snapshot
Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations
inferredcites →https://doi.org/10.1109/ialp54817.2021.9675229openalex-snapshot
Corpus construction for topic-based summarization of multi-party conversation
inferredcites →https://doi.org/10.1109/icassp.2003.1198793openalex-snapshot
The ICSI Meeting Corpus
inferredcites →https://doi.org/10.1109/icassp39728.2021.9414547openalex-snapshot
Hierarchical Speaker-Aware Sequence-to-Sequence Model for Dialogue Summarization
inferredcites →https://doi.org/10.1109/icassp49357.2023.10096717openalex-snapshot
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information
inferredcites →https://doi.org/10.1109/iccv.2015.11openalex-snapshot
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books
inferredcites →https://doi.org/10.1109/slt.2018.8639531openalex-snapshot
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts
inferredcites →https://doi.org/10.1109/tasl.2010.2052119openalex-snapshot
A Supervised Framework for Keyword Extraction From Meeting Transcripts
inferredcites →https://doi.org/10.1145/2682571.2797061openalex-snapshot
Generating Abstractive Summaries from Meeting Transcripts
inferredcites →https://doi.org/10.1145/3025171.3025191openalex-snapshot
"How May I Help You?"
inferredcites →https://doi.org/10.1145/3127881openalex-snapshot
Mining Electronic Health Records (EHRs)
inferredcites →https://doi.org/10.1145/3159652.3160588openalex-snapshot
Collabot
inferredcites →https://doi.org/10.1145/3166054.3166058openalex-snapshot
A Survey on Dialogue Systems
inferredcites →https://doi.org/10.1145/3292500.3330683openalex-snapshot
Automatic Dialogue Summary Generation for Customer Service
inferredcites →https://doi.org/10.1145/3297001.3297004openalex-snapshot
CQASUMM
inferredcites →https://doi.org/10.1145/3357384.3357940openalex-snapshot
Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning
inferredcites →https://doi.org/10.1145/3407911openalex-snapshot
Global Encoding for Long Chinese Text Summarization
inferredcites →https://doi.org/10.1145/3419106openalex-snapshot
Neural Abstractive Text Summarization with Sequence-to-Sequence Models
inferredcites →https://doi.org/10.1145/3442381.3449906openalex-snapshot
Keyword-aware Abstractive Summarization by Extracting Set-level Intermediate Summaries
inferredcites →https://doi.org/10.1145/3472749.3474771openalex-snapshot
Hierarchical Summarization for Longform Spoken Dialog
inferredcites →https://doi.org/10.1162/089120100561737openalex-snapshot
Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech
inferredcites →https://doi.org/10.1162/089120102762671945openalex-snapshot
Automatic Summarization of Open-Domain Multiparty Dialogues in Diverse Genres
inferredcites →https://doi.org/10.1162/tacl_a_00111openalex-snapshot
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health
inferredcites →https://doi.org/10.1162/tacl_a_00264openalex-snapshot
DREAM: A Challenge Data Set and Models for Dialogue-Based Reading Comprehension
inferredcites →https://doi.org/10.1162/tacl_a_00300openalex-snapshot
SpanBERT: Improving Pre-training by Representing and Predicting Spans
inferredcites →https://doi.org/10.1162/tacl_a_00453openalex-snapshot
SummaC : Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
inferredcites →https://doi.org/10.1353/lan.1974.0010openalex-snapshot
A simplest systematics for the organization of turn-taking for conversation
inferredcites →https://doi.org/10.1609/aaai.v30i1.9883openalex-snapshot
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
inferredcites →https://doi.org/10.1609/aaai.v33i01.33016818openalex-snapshot
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
inferredcites →https://doi.org/10.1609/aaai.v33i01.33017007openalex-snapshot
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
inferredcites →https://doi.org/10.1609/aaai.v34i05.6505openalex-snapshot
Filling Conversation Ellipsis for Better Social Dialog Understanding
inferredcites →https://doi.org/10.1609/aaai.v35i14.17521openalex-snapshot
Paragraph-level Commonsense Transformers with Recurrent Memory
inferredcites →https://doi.org/10.1609/aaai.v35i16.17666openalex-snapshot
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
inferredcites →https://doi.org/10.1609/aaai.v35i16.17703openalex-snapshot
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
inferredcites →https://doi.org/10.1609/aaai.v35i16.17723openalex-snapshot
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
inferredcites →https://doi.org/10.1609/aaai.v35i16.17724openalex-snapshot
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
inferredcites →https://doi.org/10.1609/aaai.v35i17.17768openalex-snapshot
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation
inferredcites →https://doi.org/10.18653/v1/2020.acl-demos.30openalex-snapshot
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.130openalex-snapshot
MuTual: A Dataset for Multi-Turn Dialogue Reasoning
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.173openalex-snapshot
On Faithfulness and Factuality in Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.444openalex-snapshot
Dialogue-Based Relation Extraction
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.450openalex-snapshot
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.459openalex-snapshot
Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.703openalex-snapshot
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.499openalex-snapshot
How Domain Terminology Affects Meeting Summarization Performance
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.503openalex-snapshot
SumTitles: a Summarization Dataset with Low Extractiveness
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.63openalex-snapshot
Summarizing Medical Conversations via Identifying Important Utterances
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.227openalex-snapshot
Incomplete Utterance Rewriting as Semantic Segmentation
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.336openalex-snapshot
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.750openalex-snapshot
Evaluating the Factual Consistency of Abstractive Text Summarization
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.117openalex-snapshot
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.384openalex-snapshot
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.471openalex-snapshot
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.535openalex-snapshot
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.537openalex-snapshot
EmailSum: Abstractive Email Thread Summarization
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.565openalex-snapshot
All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.336openalex-snapshot
Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.365openalex-snapshot
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.499openalex-snapshot
GupShup: Summarizing Open-Domain Code-Switched Conversations
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.530openalex-snapshot
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.631openalex-snapshot
A Bag of Tricks for Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.7openalex-snapshot
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.8openalex-snapshot
Controllable Neural Dialogue Summarization with Personal Named Entity Planning
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.106openalex-snapshot
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.109openalex-snapshot
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.472openalex-snapshot
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.474openalex-snapshot
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2021.naacl-srw.10openalex-snapshot
A Sliding-Window Approach to Automatic Creation of Meeting Minutes
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.182openalex-snapshot
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.589openalex-snapshot
SummScreen: A Dataset for Abstractive Screenplay Summarization
inferredcites →https://doi.org/10.18653/v1/2022.dialdoc-1.1openalex-snapshot
MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.325openalex-snapshot
Analyzing and Evaluating Faithfulness in Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.526openalex-snapshot
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.198openalex-snapshot
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.153openalex-snapshot
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.224openalex-snapshot
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.283openalex-snapshot
From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.37openalex-snapshot
On the Robustness of Reading Comprehension Models to Entity Renaming
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.415openalex-snapshot
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.418openalex-snapshot
DialSummEval: Revisiting Summarization Evaluation for Dialogues
inferredcites →https://doi.org/10.18653/v1/2022.wit-1.1openalex-snapshot
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.482openalex-snapshot
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.519openalex-snapshot
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
inferredcites →https://doi.org/10.18653/v1/d15-1044openalex-snapshot
A Neural Attention Model for Abstractive Sentence Summarization
inferredcites →https://doi.org/10.18653/v1/d15-1109openalex-snapshot
Discourse parsing for multi-party chat dialogues
inferredcites →https://doi.org/10.18653/v1/d18-1206openalex-snapshot
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
inferredcites →https://doi.org/10.18653/v1/d18-1547openalex-snapshot
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
inferredcites →https://doi.org/10.18653/v1/d19-1291openalex-snapshot
AMPERSAND: Argument Mining for PERSuAsive oNline Discussions
inferredcites →https://doi.org/10.18653/v1/d19-1298openalex-snapshot
Extractive Summarization of Long Documents by Combining Global and Local Context
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
inferredcites →https://doi.org/10.18653/v1/d19-5409openalex-snapshot
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
inferredcites →https://doi.org/10.18653/v1/k16-1028openalex-snapshot
Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
inferredcites →https://doi.org/10.18653/v1/n16-1098openalex-snapshot
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories
inferredcites →https://doi.org/10.18653/v1/n18-1065openalex-snapshot
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies
inferredcites →https://doi.org/10.18653/v1/n18-2097openalex-snapshot
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
inferredcites →https://doi.org/10.18653/v1/n18-2108openalex-snapshot
Higher-Order Coreference Resolution with Coarse-to-Fine Inference
inferredcites →https://doi.org/10.18653/v1/p17-1099openalex-snapshot
Get To The Point: Summarization with Pointer-Generator Networks
inferredcites →https://doi.org/10.18653/v1/p18-1062openalex-snapshot
Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization
inferredcites →https://doi.org/10.18653/v1/p18-1063openalex-snapshot
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
inferredcites →https://doi.org/10.18653/v1/p18-1205openalex-snapshot
Personalizing Dialogue Agents: I have a dog, do you have pets too?
inferredcites →https://doi.org/10.18653/v1/p19-1210openalex-snapshot
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization
inferredcites →https://doi.org/10.18653/v1/w14-4407openalex-snapshot
A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships
inferredcites →https://doi.org/10.18653/v1/w15-4633openalex-snapshot
Call Centre Conversation Summarization: A Pilot Task at Multiling 2015
inferredcites →https://doi.org/10.18653/v1/w17-4506openalex-snapshot
Automatic Community Creation for Abstractive Spoken Conversations Summarization
inferredcites →https://doi.org/10.21437/interspeech.2005-59openalex-snapshot
Extractive summarization of meeting recordings
inferredcites →https://doi.org/10.21437/interspeech.2022-121openalex-snapshot
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization
inferredcites →https://doi.org/10.24963/ijcai.2018/612openalex-snapshot
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning
inferredcites →https://doi.org/10.24963/ijcai.2021/524openalex-snapshot
Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting Summarization
inferredcites →https://doi.org/10.24963/ijcai.2022/764openalex-snapshot
A Survey on Dialogue Summarization: Recent Advances and New Frontiers
inferredcites →https://doi.org/10.3115/1075218.1075259openalex-snapshot
Headline generation based on statistical translation
inferredcites →https://doi.org/10.3115/1690299openalex-snapshot
Proceedings of the 7th Workshop on Asian Language Resources - ALR7
inferredcites →https://doi.org/10.3115/990820.990892openalex-snapshot
The automated acquisition of topic signatures for text summarization
inferredcites →https://doi.org/10.3115/v1/n15-1046openalex-snapshot
Using Summarization to Discover Argument Facets in Online Idealogical Dialog
inferredcites →https://doi.org/10.3115/v1/p15-1034openalex-snapshot
Leveraging Linguistic Structure For Open Domain Information Extraction
inferredcites →https://doi.org/10.36227/techrxiv.16652392.v1openalex-snapshot
Prompt scoring system for dialogue summarization using GPT-3
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
inferredcites →https://doi.org/10.48550/arxiv.1910.10683openalex-snapshot
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
inferredcites →https://doi.org/10.48550/arxiv.2106.11520openalex-snapshot
BARTScore: Evaluating Generated Text as Text Generation
inferredcites →https://doi.org/10.48550/arxiv.2201.11903openalex-snapshot
BNAI, NO-TOKEN, and MIND-UNITY: Pillars of a Systemic Revolution in Artificial Intelligence
inferredcites →https://doi.org/10.5220/0006581301140122openalex-snapshot
Efficient and Effective Single-Document Summarizations and a Word-Embedding Measurement of Quality

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