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 226–250 of 914 papers

TitleStatusHype
Improving Specificity in Review Response Generation with Data-Driven Data FilteringCode0
Improving Neural Conversational Models with Entropy-Based Data FilteringCode0
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
A Diversity-Promoting Objective Function for Neural Conversation ModelsCode0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Improving Variational Autoencoder for Text Modelling with Timestep-Wise RegularisationCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
Controlling the Focus of Pretrained Language Generation ModelsCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-EncoderCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
A Benchmark Dataset for Learning to Intervene in Online Hate SpeechCode0
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and RankingCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelCode0
On-Policy Fine-grained Knowledge Feedback for Hallucination MitigationCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
GSN: A Graph-Structured Network for Multi-Party DialoguesCode0
Paraphrase Augmented Task-Oriented Dialog GenerationCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
A Unified Framework for Slot based Response Generation in a Multimodal Dialogue SystemCode0
Generative Knowledge Selection for Knowledge-Grounded DialoguesCode0
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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