SOTAVerified

Response Generation

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

Papers

Showing 451500 of 914 papers

TitleStatusHype
Dynamically Retrieving Knowledge via Query Generation for Informative Dialogue Generation0
Interactive Evaluation of Dialog Track at DSTC90
Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods0
RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue GenerationCode0
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model0
Bootstrapping a User-Centered Task-Oriented Dialogue System0
Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation0
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsCode1
FPI: Failure Point Isolation in Large-scale Conversational Assistants0
Retrieval Based Response Letter Generation For a Customer Care Setting0
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation0
Explicit Use of Topicality in Dialogue Response Generation0
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs0
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents0
Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information0
Partner Personas Generation for Dialogue Response Generation0
Samsung Research Poland (SRPOL) at SemEval-2022 Task 9: Hybrid Question Answering Using Semantic Roles0
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 Recalling0
Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs0
Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation0
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning0
Construction of Responsive Utterance Corpus for Attentive Listening Response Production0
ProsocialDialog: A Prosocial Backbone for Conversational AgentsCode1
Building a Dialogue Corpus Annotated with Expressed and Experienced EmotionsCode0
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat0
Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
KETOD: Knowledge-Enriched Task-Oriented DialogueCode1
Empathetic Conversational Systems: A Review of Current Advances, Gaps, and Opportunities0
Unsupervised Slot Schema Induction for Task-oriented Dialog0
Empathetic Response Generation with State ManagementCode0
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances0
Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation0
Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout0
G4: Grounding-guided Goal-oriented Dialogues Generation with Multiple Documents0
Stylistic Response Generation by Controlling Personality Traits and IntentCode0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model0
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic EmbeddingsCode0
Docalog: Multi-document Dialogue System using Transformer-based Span RetrievalCode0
Toward Knowledge-Enriched Conversational Recommendation Systems0
CueBot: Cue-Controlled Response Generation for Assistive Interaction Usages0
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues0
Mitigating Contradictions in Dialogue Based on Contrastive Learning0
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems0
UGent-T2K at the 2nd DialDoc Shared Task: A Retrieval-Focused Dialog System Grounded in Multiple Documents0
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1Unverified
2BART-largeBLEU33.1Unverified
3BART-baseBLEU29.4Unverified
4MTNBLEU21.7Unverified
5GPT-2BLEU19.2Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54Unverified
2LED(Q,P,H)Message-F116.14Unverified
3LED(Q,P)Message-F114.25Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22Unverified
2SimpleTODBLEU20.3Unverified