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 526–550 of 914 papers

TitleStatusHype
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce—0
Incorporating Causal Analysis into Diversified and Logical Response Generation—0
Autoregressive Entity Generation for End-to-End Task-Oriented Dialog—0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
RFM: response-aware feedback mechanism for background based conversationCode0
Manual-Guided Dialogue for Flexible Conversational Agents—0
N-best Response-based Analysis of Contradiction-awareness in Neural Response Generation ModelsCode0
Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation—0
ELF22: A Context-based Counter Trolling Dataset to Combat Internet TrollsCode0
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods—0
Interactive Evaluation of Dialog Track at DSTC9—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
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents—0
Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information—0
Explicit Use of Topicality in Dialogue Response Generation—0
Partner Personas Generation for Dialogue Response Generation—0
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs—0
FPI: Failure Point Isolation in Large-scale Conversational Assistants—0
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation—0
Retrieval Based Response Letter Generation For a Customer Care Setting—0
Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles—0
CookDial: A dataset for task-oriented dialogs grounded in procedural documentsCode0
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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