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
Improving Neural Response Diversity with Frequency-Aware Cross-Entropy LossCode0
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Improving Context Modelling in Multimodal Dialogue GenerationCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Hierarchical Transformer for Task Oriented Dialog SystemsCode0
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific PapersCode0
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response GenerationCode0
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response GenerationCode0
A Simple, Fast Diverse Decoding Algorithm for Neural GenerationCode0
Hierarchical Recurrent Attention Network for Response GenerationCode0
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queriesCode0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
Empathetic Dialog Generation with Fine-Grained IntentsCode0
On the Effectiveness of Offline RL for Dialogue Response GenerationCode0
Cascaded Span Extraction and Response Generation for Document-Grounded DialogCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Implicit Deep Latent Variable Models for Text GenerationCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
Personalized LLM for Generating Customized Responses to the Same Query from Different UsersCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
GINGER: Grounded Information Nugget-Based Generation of ResponsesCode0
GSN: A Graph-Structured Network for Multi-Party 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