SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 914 papers

TitleStatusHype
Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation—0
Interactive Evaluation of Dialog Track at DSTC9—0
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods—0
RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue GenerationCode0
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model—0
Bootstrapping a User-Centered Task-Oriented Dialogue System—0
Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation—0
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
FPI: Failure Point Isolation in Large-scale Conversational Assistants—0
Retrieval Based Response Letter Generation For a Customer Care Setting—0
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation—0
Explicit Use of Topicality in Dialogue Response Generation—0
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs—0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information—0
Partner Personas Generation for Dialogue Response Generation—0
Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles—0
Joint Generator-Ranker Learning for Natural Language GenerationCode1
CookDial: A dataset for task-oriented dialogs grounded in procedural documentsCode0
Medical Dialogue Response Generation with Pivotal Information Recalling—0
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning—0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production—0
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified