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 411–420 of 914 papers

TitleStatusHype
Instruction Tuning with Human Curriculum—0
Lexical Entrainment for Conversational SystemsCode0
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue—0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
Harnessing Large Language Models' Empathetic Response Generation Capabilities for Online Mental Health Counselling Support—0
Fine-grained Conversational Decoding via Isotropic and Proximal SearchCode0
Uncovering Hidden Connections: Iterative Search and Reasoning for Video-grounded DialogCode0
Knowledge-enhanced Memory Model for Emotional Support Conversation—0
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded DialogueCode0
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
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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