SOTAVerified

Response Generation

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

Papers

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Showing 301–350 of 914 papers

TitleStatusHype
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
Adaptive Bridge between Training and Inference for Dialogue Generation—0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation—0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production—0
Improv Chat: Second Response Generation for Chatbot—0
Improving Contextual Coherence in Variational Personalized and Empathetic Dialogue Agents—0
A Large Language Model Enhanced Conversational Recommender System—0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs—0
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation—0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data—0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning—0
Consistent Response Generation with Controlled Specificity—0
CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue—0
Immigration Document Classification and Automated Response Generation—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Incorporating Relevant Knowledge in Context Modeling and Response Generation—0
HierTOD: A Task-Oriented Dialogue System Driven by Hierarchical Goals—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Consolidating Strategies for Countering Hate Speech Using Persuasive Dialogues—0
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions—0
FLIRT: Feedback Loop In-context Red Teaming—0
A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems—0
Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition—0
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