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Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities

https://doi.org/10.1145/3715097
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-29135-8_7openalex-snapshot
The Second Conversational Intelligence Challenge (ConvAI2)
inferredcites →https://doi.org/10.1007/978-3-030-99736-6_16openalex-snapshot
Search Clarification Selection via Query-Intent-Clarification Graph Attention
inferredcites →https://doi.org/10.1007/s10462-020-09866-xopenalex-snapshot
Survey on evaluation methods for dialogue systems
inferredcites →https://doi.org/10.1007/s10462-022-10229-xopenalex-snapshot
Evaluating conversational recommender systems
inferredcites →https://doi.org/10.1007/s12559-021-09925-7openalex-snapshot
Recognizing Emotion Cause in Conversations
inferredcites →https://doi.org/10.1016/j.aiopen.2023.10.001openalex-snapshot
Multi-grained hypergraph interest modeling for conversational recommendation
inferredcites →https://doi.org/10.1016/j.dss.2020.113250openalex-snapshot
Conversational Recommender Systems and natural language:
inferredcites →https://doi.org/10.1016/j.jsat.2004.11.001openalex-snapshot
Assessing competence in the use of motivational interviewing
inferredcites →https://doi.org/10.1016/j.riob.2008.04.002openalex-snapshot
The dynamics of proactivity at work
inferredcites →https://doi.org/10.1109/icassp43922.2022.9746877openalex-snapshot
Improving Dialogue Generation via Proactively Querying Grounded Knowledge
inferredcites →https://doi.org/10.1109/tcss.2022.3160677openalex-snapshot
Analysis of Moral Judgment on Reddit
inferredcites →https://doi.org/10.1109/tkde.2022.3147210openalex-snapshot
Graph-Grounded Goal Planning for Conversational Recommendation
inferredcites →https://doi.org/10.1109/tkde.2022.3225109openalex-snapshot
Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning
inferredcites →https://doi.org/10.1142/s2705078520300042openalex-snapshot
Strong Artificial Intelligence and Consciousness
inferredcites →https://doi.org/10.1145/3020165.3022149openalex-snapshot
What Do You Mean Exactly?
inferredcites →https://doi.org/10.1145/3166054.3166058openalex-snapshot
A Survey on Dialogue Systems
inferredcites →https://doi.org/10.1145/3269206.3271776openalex-snapshot
Towards Conversational Search and Recommendation
inferredcites →https://doi.org/10.1145/3331184.3331265openalex-snapshot
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations
inferredcites →https://doi.org/10.1145/3336191.3371769openalex-snapshot
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
inferredcites →https://doi.org/10.1145/3366423.3380126openalex-snapshot
Generating Clarifying Questions for Information Retrieval
inferredcites →https://doi.org/10.1145/3383123openalex-snapshot
Challenges in Building Intelligent Open-domain Dialog Systems
inferredcites →https://doi.org/10.1145/3397271.3401130openalex-snapshot
Query Resolution for Conversational Search with Limited Supervision
inferredcites →https://doi.org/10.1145/3397271.3401206openalex-snapshot
CAsT-19: A Dataset for Conversational Information Seeking
inferredcites →https://doi.org/10.1145/3404835.3462913openalex-snapshot
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
inferredcites →https://doi.org/10.1145/3404835.3462920openalex-snapshot
Comparison-based Conversational Recommender System with Relative Bandit Feedback
inferredcites →https://doi.org/10.1145/3432726openalex-snapshot
Conversations with Search Engines: SERP-based Conversational Response Generation
inferredcites →https://doi.org/10.1145/3437963.3441748openalex-snapshot
Question Rewriting for Conversational Question Answering
inferredcites →https://doi.org/10.1145/3459637.3482199openalex-snapshot
Template-guided Clarifying Question Generation for Web Search Clarification
inferredcites →https://doi.org/10.1145/3477495.3531815openalex-snapshot
Conversational Question Answering on Heterogeneous Sources
inferredcites →https://doi.org/10.1145/3477495.3531981openalex-snapshot
Generating Clarifying Questions with Web Search Results
inferredcites →https://doi.org/10.1145/3477495.3532074openalex-snapshot
User-Centric Conversational Recommendation with Multi-Aspect User Modeling
inferredcites →https://doi.org/10.1145/3477495.3532077openalex-snapshot
Variational Reasoning about User Preferences for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3485447.3512020openalex-snapshot
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems
inferredcites →https://doi.org/10.1145/3485447.3512088openalex-snapshot
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3488560.3498440openalex-snapshot
Evaluating Mixed-initiative Conversational Search Systems via User Simulation
inferredcites →https://doi.org/10.1145/3488560.3498509openalex-snapshot
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations
inferredcites →https://doi.org/10.1145/3497875openalex-snapshot
A Re-classification of Information Seeking Tasks and Their Computational Solutions
inferredcites →https://doi.org/10.1145/3503161.3548305openalex-snapshot
Reflecting on Experiences for Response Generation
inferredcites →https://doi.org/10.1145/3524110openalex-snapshot
Users Meet Clarifying Questions: Toward a Better Understanding of User Interactions for Search Clarification
inferredcites →https://doi.org/10.1145/3534678.3539382openalex-snapshot
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
inferredcites →https://doi.org/10.1145/3534965openalex-snapshot
How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges
inferredcites →https://doi.org/10.1145/3539618.3591883openalex-snapshot
MG-ShopDial: A Multi-Goal Conversational Dataset for e-Commerce
inferredcites →https://doi.org/10.1145/3539618.3592009openalex-snapshot
Learning to Ask Clarification Questions with Spatial Reasoning
inferredcites →https://doi.org/10.1145/3543507.3583380openalex-snapshot
Response-act Guided Reinforced Dialogue Generation for Mental Health Counseling
inferredcites →https://doi.org/10.1145/3570640openalex-snapshot
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems
inferredcites →https://doi.org/10.1145/3571884.3597125openalex-snapshot
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues
inferredcites →https://doi.org/10.1145/3626772.3657843openalex-snapshot
Towards Human-centered Proactive Conversational Agents
inferredcites →https://doi.org/10.1145/3626772.3657860openalex-snapshot
TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants
inferredcites →https://doi.org/10.1145/3657631openalex-snapshot
Interactive Question Answering Systems: Literature Review
inferredcites →https://doi.org/10.1162/tacl_a_00266openalex-snapshot
CoQA: A Conversational Question Answering Challenge
inferredcites →https://doi.org/10.1162/tacl_a_00384openalex-snapshot
Dialogue State Tracking with Incremental Reasoning
inferredcites →https://doi.org/10.1561/1500000074openalex-snapshot
Neural Approaches to Conversational AI: Question Answering, Task-oriented Dialogues and Social Chatbots
inferredcites →https://doi.org/10.1561/1500000083openalex-snapshot
Deep Learning for Dialogue Systems: Chit-Chat and Beyond
inferredcites →https://doi.org/10.1561/9781638282013openalex-snapshot
Conversational Information Seeking
inferredcites →https://doi.org/10.1609/aaai.v32i1.11325openalex-snapshot
Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
inferredcites →https://doi.org/10.1609/aaai.v34i05.6345openalex-snapshot
End-to-End Trainable Non-Collaborative Dialog System
inferredcites →https://doi.org/10.1609/aaai.v34i05.6390openalex-snapshot
Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation
inferredcites →https://doi.org/10.1609/aaai.v34i05.6394openalex-snapshot
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
inferredcites →https://doi.org/10.1609/aaai.v35i14.17486openalex-snapshot
Learning to Copy Coherent Knowledge for Response Generation
inferredcites →https://doi.org/10.1609/aaai.v35i16.17712openalex-snapshot
Keyword-Guided Neural Conversational Model
inferredcites →https://doi.org/10.1609/aaai.v36i10.21356openalex-snapshot
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems
inferredcites →https://doi.org/10.1609/aaai.v36i10.21398openalex-snapshot
HEAL: A Knowledge Graph for Distress Management Conversations
inferredcites →https://doi.org/10.1609/aaai.v36i10.21416openalex-snapshot
Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents
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.183openalex-snapshot
Can You Put it All Together: Evaluating Conversational Agents’ Ability to Blend Skills
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.98openalex-snapshot
Towards Conversational Recommendation over Multi-Type Dialogs
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-mainopenalex-snapshot
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.48openalex-snapshot
Social Chemistry 101: Learning to Reason about Social and Moral Norms
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.66openalex-snapshot
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
inferredcites →https://doi.org/10.18653/v1/2020.sigdial-1.2openalex-snapshot
Counseling-Style Reflection Generation Using Generative Pretrained Transformers with Augmented Context
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.194openalex-snapshot
OTTers: One-turn Topic Transitions for Open-Domain Dialogue
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.56openalex-snapshot
Improving Dialog Systems for Negotiation with Personality Modeling
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.110openalex-snapshot
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
inferredcites →https://doi.org/10.18653/v1/2021.eacl-main.7openalex-snapshot
ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.170openalex-snapshot
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.367openalex-snapshot
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.397openalex-snapshot
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.401openalex-snapshot
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.404openalex-snapshot
Dialogue State Tracking with a Language Model using Schema-Driven Prompting
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.767openalex-snapshot
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis
inferredcites →https://doi.org/10.18653/v1/2021.findings-aclopenalex-snapshot
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.279openalex-snapshot
Dialogue Graph Modeling for Conversational Machine Reading
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlpopenalex-snapshot
Findings of the Association for Computational Linguistics: EMNLP 2021
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.295openalex-snapshot
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.70openalex-snapshot
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.94openalex-snapshot
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.124openalex-snapshot
Adding Chit-Chat to Enhance Task-Oriented Dialogues
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.235openalex-snapshot
Bot-Adversarial Dialogue for Safe Conversational Agents
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.44openalex-snapshot
Open-Domain Question Answering Goes Conversational via Question Rewriting
inferredcites →https://doi.org/10.18653/v1/2021.sigdial-1.17openalex-snapshot
Topic Shift Detection for Mixed Initiative Response
inferredcites →https://doi.org/10.18653/v1/2021.sigdial-1.25openalex-snapshot
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey
inferredcites →https://doi.org/10.18653/v1/2022.aacl-main.37openalex-snapshot
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.221openalex-snapshot
Knowledge Enhanced Reflection Generation for Counseling Dialogues
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.25openalex-snapshot
MISC: A Mixed Strategy-Aware Model integrating COMET for Emotional Support Conversation
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.261openalex-snapshot
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.290openalex-snapshot
MMCoQA: Conversational Question Answering over Text, Tables, and Images
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.319openalex-snapshot
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.425openalex-snapshot
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.447openalex-snapshot
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.73openalex-snapshot
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
inferredcites →https://doi.org/10.18653/v1/2022.dialdoc-1.2openalex-snapshot
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.142openalex-snapshot
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.195openalex-snapshot
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.213openalex-snapshot
CEM: Machine-Human Chatting Handoff via Causal-Enhance Module
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.267openalex-snapshot
ProsocialDialog: A Prosocial Backbone for Conversational Agents
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.311openalex-snapshot
Explicit Query Rewriting for Conversational Dense Retrieval
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.344openalex-snapshot
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.469openalex-snapshot
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.721openalex-snapshot
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation
inferredcites →https://doi.org/10.18653/v1/2022.emnlp-main.81openalex-snapshot
Successive Prompting for Decomposing Complex Questions
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.104openalex-snapshot
Multi-Stage Prompting for Knowledgeable Dialogue Generation
inferredcites →https://doi.org/10.18653/v1/2022.findings-acl.308openalex-snapshot
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlp.27openalex-snapshot
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion
inferredcites →https://doi.org/10.18653/v1/2022.findings-emnlp.533openalex-snapshot
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.158openalex-snapshot
Learning to Execute Actions or Ask Clarification Questions
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.50openalex-snapshot
Opponent Modeling in Negotiation Dialogues by Related Data Adaptation
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.63openalex-snapshot
Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.97openalex-snapshot
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.429openalex-snapshot
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas
inferredcites →https://doi.org/10.18653/v1/2022.naacl-main.85openalex-snapshot
Database Search Results Disambiguation for Task-Oriented Dialog Systems
inferredcites →https://doi.org/10.18653/v1/2022.sigdial-1.43openalex-snapshot
UniDU: Towards A Unified Generative Dialogue Understanding Framework
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.152openalex-snapshot
A Survey on Asking Clarification Questions Datasets in Conversational Systems
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.225openalex-snapshot
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations
inferredcites →https://doi.org/10.18653/v1/2023.acl-long.96openalex-snapshot
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach
inferredcites →https://doi.org/10.18653/v1/2023.acl-short.82openalex-snapshot
Controllable Mixed-Initiative Dialogue Generation through Prompting
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.439openalex-snapshot
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.621openalex-snapshot
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.224openalex-snapshot
NewsDialogues: Towards Proactive News Grounded Conversation
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.25openalex-snapshot
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.277openalex-snapshot
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.417openalex-snapshot
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.99openalex-snapshot
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation
inferredcites →https://doi.org/10.18653/v1/2023.findings-eacl.63openalex-snapshot
PLACES: Prompting Language Models for Social Conversation Synthesis
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlpopenalex-snapshot
Findings of the Association for Computational Linguistics: EMNLP 2023
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlp.372openalex-snapshot
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlp.711openalex-snapshot
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
inferredcites →https://doi.org/10.18653/v1/2023.findings-emnlp.891openalex-snapshot
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting
inferredcites →https://doi.org/10.18653/v1/2023.inlg-main.20openalex-snapshot
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator
inferredcites →https://doi.org/10.18653/v1/2023.sigdial-1.28openalex-snapshot
“What do others think?”: Task-Oriented Conversational Modeling with Subjective Knowledge
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.219openalex-snapshot
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.262openalex-snapshot
Planning Like Human: A Dual-process Framework for Dialogue Planning
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.611openalex-snapshot
Self-chats from Large Language Models Make Small Emotional Support Chatbot Better
inferredcites →https://doi.org/10.18653/v1/d18-1233openalex-snapshot
Interpretation of Natural Language Rules in Conversational Machine Reading
inferredcites →https://doi.org/10.18653/v1/d18-1241openalex-snapshot
QuAC: Question Answering in Context
inferredcites →https://doi.org/10.18653/v1/d18-1256openalex-snapshot
Decoupling Strategy and Generation in Negotiation Dialogues
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/d19-1openalex-snapshot
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
inferredcites →https://doi.org/10.18653/v1/d19-1172openalex-snapshot
Asking Clarification Questions in Knowledge-Based Question Answering
inferredcites →https://doi.org/10.18653/v1/d19-1461openalex-snapshot
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
inferredcites →https://doi.org/10.18653/v1/d19-1605openalex-snapshot
Can You Unpack That? Learning to Rewrite Questions-in-Context
inferredcites →https://doi.org/10.18653/v1/e17-1106openalex-snapshot
Predicting Counselor Behaviors in Motivational Interviewing Encounters
inferredcites →https://doi.org/10.18653/v1/n19-2008openalex-snapshot
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features
inferredcites →https://doi.org/10.18653/v1/p18-1133openalex-snapshot
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures
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/p18-1255openalex-snapshot
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
inferredcites →https://doi.org/10.18653/v1/p19-1081openalex-snapshot
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
inferredcites →https://doi.org/10.18653/v1/p19-1369openalex-snapshot
Proactive Human-Machine Conversation with Explicit Conversation Goal
inferredcites →https://doi.org/10.18653/v1/p19-1470openalex-snapshot
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
inferredcites →https://doi.org/10.18653/v1/p19-1534openalex-snapshot
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
inferredcites →https://doi.org/10.18653/v1/p19-1565openalex-snapshot
Target-Guided Open-Domain Conversation
inferredcites →https://doi.org/10.18653/v1/p19-1566openalex-snapshot
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
inferredcites →https://doi.org/10.18653/v1/p19-1613openalex-snapshot
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
inferredcites →https://doi.org/10.18653/v1/w16-0305openalex-snapshot
Building a Motivational Interviewing Dataset
inferredcites →https://doi.org/10.18653/v1/w19-5943openalex-snapshot
A Dynamic Strategy Coach for Effective Negotiation
inferredcites →https://doi.org/10.21437/interspeech.2019-3079openalex-snapshot
Topical-Chat: Towards Knowledge-Grounded Open-Domain Conversations
inferredcites →https://doi.org/10.24963/ijcai.2018/629openalex-snapshot
Smarter Response with Proactive Suggestion: A New Generative Neural Conversation Paradigm
inferredcites →https://doi.org/10.24963/ijcai.2020/545openalex-snapshot
Enhancing Dialog Coherence with Event Graph Grounded Content Planning
inferredcites →https://doi.org/10.24963/ijcai.2022/600openalex-snapshot
Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation
inferredcites →https://doi.org/10.24963/ijcai.2023/583openalex-snapshot
TITAN : Task-oriented Dialogues with Mixed-Initiative Interactions
inferredcites →https://doi.org/10.24963/ijcai.2023/738openalex-snapshot
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects
inferredcites →https://doi.org/10.3115/1613715openalex-snapshot
Proceedings of the Conference on Empirical Methods in Natural Language Processing - EMNLP '08
inferredcites →https://doi.org/10.4000/books.aaccademia.8243openalex-snapshot
Investigating Proactivity in Task-Oriented Dialogues
inferredcites →https://doi.org/10.4230/lipics.esem.2026.75openalex-snapshot
AI-to-AI Code Reviews of GitHub Pull Requests
inferredcites →https://doi.org/10.48550/arxiv.1604.04358openalex-snapshot
StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation
inferredcites →https://doi.org/10.48550/arxiv.1710.03957openalex-snapshot
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
inferredcites →https://doi.org/10.48550/arxiv.1801.07243openalex-snapshot
Personalizing Dialogue Agents: I have a dog, do you have pets too?
inferredcites →https://doi.org/10.48550/arxiv.1810.06683openalex-snapshot
FlowQA: Grasping Flow in History for Conversational Machine Comprehension
inferredcites →https://doi.org/10.48550/arxiv.1904.02281openalex-snapshot
Answer-based Adversarial Training for Generating Clarification Questions
inferredcites →https://doi.org/10.48550/arxiv.1909.13425openalex-snapshot
Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History
inferredcites →https://doi.org/10.48550/arxiv.2004.14162openalex-snapshot
Conversations with Search Engines: SERP-based Conversational Response Generation
inferredcites →https://doi.org/10.48550/arxiv.2005.00796openalex-snapshot
A Simple Language Model for Task-Oriented Dialogue
inferredcites →https://doi.org/10.48550/arxiv.2005.05298openalex-snapshot
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching
inferredcites →https://doi.org/10.48550/arxiv.2005.12484openalex-snapshot
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
inferredcites →https://doi.org/10.48550/arxiv.2006.10174openalex-snapshot
MIMICS: A Large-Scale Data Collection for Search Clarification
inferredcites →https://doi.org/10.48550/arxiv.2010.01838openalex-snapshot
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading
inferredcites →https://doi.org/10.48550/arxiv.2010.04125openalex-snapshot
Towards Topic-Guided Conversational Recommender System
inferredcites →https://doi.org/10.48550/arxiv.2106.00920openalex-snapshot
DialoGraph: Incorporating Interpretable Strategy-Graph Networks into Negotiation Dialogues
inferredcites →https://doi.org/10.48550/arxiv.2110.07477openalex-snapshot
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models
inferredcites →https://doi.org/10.48550/arxiv.2201.07207openalex-snapshot
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
inferredcites →https://doi.org/10.48550/arxiv.2203.07657openalex-snapshot
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue
inferredcites →https://doi.org/10.48550/arxiv.2204.07433openalex-snapshot
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy
inferredcites →https://doi.org/10.48550/arxiv.2204.07931openalex-snapshot
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
inferredcites →https://doi.org/10.48550/arxiv.2209.09746openalex-snapshot
Target-Guided Open-Domain Conversation Planning
inferredcites →https://doi.org/10.48550/arxiv.2305.10142openalex-snapshot
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback
inferredcites →https://doi.org/10.48550/arxiv.2306.02923openalex-snapshot
MidMed: Towards Mixed-Type Dialogues for Medical Consultation
inferredcites →https://doi.org/10.52202/075280-0377openalex-snapshot
Reflexion: language agents with verbal reinforcement learning
inferredcites →https://doi.org/10.52202/075280-2019openalex-snapshot
Self-Refine: Iterative Refinement with Self-Feedback

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Designing Proactive Behaviors in LLM-Based Systems: A Scoping Review
inferred← citeshttps://doi.org/10.1080/10875301.2025.2529435openalex-snapshot
Evaluating the Impact of a Proactive Chat Feature on Reference Questions, Their Complexity and Subject Matter
inferred← citeshttps://doi.org/10.1109/aiotc66747.2025.11198636openalex-snapshot
Contextualized Semantic and Structural Feature Fusion for Conversational Response Ranking
inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11463563openalex-snapshot
Pseudo-Siamese Network for Planning in Target-Oriented Proactive Dialogues
inferred← citeshttps://doi.org/10.1109/icft66708.2025.11336532openalex-snapshot
STAR-Net: Advancing Conversational AI through Semantic Correlation and Contextual Response Optimization
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Safety Aware Task Planning via Large Language Models in Robotics
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Building Rapport with Self-Disclosure in Human-Robot Interaction
inferred← citeshttps://doi.org/10.1109/ro-man72286.2026.11714709openalex-snapshot
How to Start a Conversation Proactively?
inferred← citeshttps://doi.org/10.1145/3708319.3733711openalex-snapshot
When to Ask a Question: Understanding Communication Strategies in Generative AI Tools
inferred← citeshttps://doi.org/10.1145/3726302.3731946openalex-snapshot
PaRT: Enhancing Proactive Social Chatbots with Personalized Real-Time Retrieval
inferred← citeshttps://doi.org/10.1145/3746252.3761593openalex-snapshot
ProActLLM: Proactive Conversational Information Seeking with Large Language Models
inferred← citeshttps://doi.org/10.1145/3760401openalex-snapshot
Towards Goal-oriented Intelligent Tutoring Systems in Online Education
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Metadata-aware RAG for Enforcing Access Control and Metadata-based Filtering: Proof of Concept and Evaluation
inferred← citeshttps://doi.org/10.1145/3772318.3790990openalex-snapshot
UEQManager: A Non-intrusive and Real-time System for Recognizing and Managing UEQ in Multilingual Voice Assistants
inferred← citeshttps://doi.org/10.1145/3772318.3791664openalex-snapshot
Who Tells the Better Story? Comparing Human and AI-Generated Narratives on Perinatal Mental Health Topics
inferred← citeshttps://doi.org/10.1145/3772318.3791910openalex-snapshot
Should the AI Speak First? Evaluating Proactive vs. Reactive Facilitation in Mixed-Reality Medical Training
inferred← citeshttps://doi.org/10.1145/3773078.3841277openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3786304.3787954openalex-snapshot
Workshop on Human-Centered Proactive and Personalized Agents for Interactive Information Access
inferred← citeshttps://doi.org/10.1145/3800645.3812902openalex-snapshot
Designing with Tensions: Older Adults' Emotional Support-Seeking Under System-Level Constraints in Conversational AI
inferred← citeshttps://doi.org/10.1145/3804601.3804678openalex-snapshot
Design and Implementation of a Deep Learning-Driven Context-Aware Intelligent Interactive System
inferred← citeshttps://doi.org/10.1145/3805029.3818285openalex-snapshot
QUTAIM: A Methodological Framework for Scaling Qualitative Usability Testing through Expert-Grounded AI Moderation
inferred← citeshttps://doi.org/10.1145/3805712.3808361openalex-snapshot
Evaluating Proactivity in Conversational Search through Anticipatory Retrieval
inferred← citeshttps://doi.org/10.1145/3805712.3808422openalex-snapshot
Cross-Domain Preference Transfer for Promoting Engagement with Built-in Chatbots
inferred← citeshttps://doi.org/10.1145/3806774.3827985openalex-snapshot
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inferred← citeshttps://doi.org/10.1145/3810187openalex-snapshot
Beyond Screen Time: Inferring Everyday Life Context from Diverse Smartphone Data
inferred← citeshttps://doi.org/10.1145/3816046.3816230openalex-snapshot
ConvoDojo: Structured LLM-based Sparring Partners for Difficult Workplace Conversations.
inferred← citeshttps://doi.org/10.1145/3816046.3816303openalex-snapshot
What Counts as Proactive? Rethinking Proactivity in Conversational Agents
inferred← citeshttps://doi.org/10.1145/3829807.3829871openalex-snapshot
Reflection, proactive guidance and microlearning: Evaluation of a conversational agent for food literacy
inferred← citeshttps://doi.org/10.1145/3831687openalex-snapshot
Planner Policies Are Bias Learners: A Comprehensive Analysis of Preference Bias in LLM-based Dialogue Planner Policies
inferred← citeshttps://doi.org/10.2139/ssrn.5982734openalex-snapshot
User-Centered Design of LLM-Based Proactive Systems: A Scoping Review
inferred← citeshttps://doi.org/10.2139/ssrn.6508019openalex-snapshot
Human-Machine Conflict in Human-Machine Teaming
inferred← citeshttps://doi.org/10.4018/407417openalex-snapshot
Reimagining Education With Artificial Intelligence
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.