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 326–350 of 914 papers

TitleStatusHype
HiQA: A Hierarchical Contextual Augmentation RAG for Multi-Documents QA—0
Adaptive Bridge between Training and Inference for Dialogue—0
FPI: Failure Point Isolation in Large-scale Conversational Assistants—0
From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs—0
Condition-Transforming Variational AutoEncoder for Conversation Response Generation—0
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation—0
Exploiting Dialogue Act for Knowledge Selection and Response Generation—0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques—0
Building Knowledge-Grounded Dialogue Systems with Graph-Based Semantic Modeling—0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents—0
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
Generalizable and Explainable Dialogue Generation via Explicit Action Learning—0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation—0
Generating Diverse Translation by Manipulating Multi-Head Attention—0
Contextual Data Augmentation for Task-Oriented Dialog Systems—0
Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models—0
Generating Multiple Diverse Responses for Short-Text Conversation—0
Attentive listening system with backchanneling, response generation and flexible turn-taking—0
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce—0
Hierarchy Response Learning for Neural Conversation Generation—0
Generative Deep Neural Networks for Dialogue: A Short Review—0
Controllable Dialogue Generation with Disentangled Multi-grained Style Specification and Attribute Consistency Reward—0
Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models—0
HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation—0
Explicit Use of Topicality in Dialogue Response Generation—0
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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