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 281–290 of 914 papers

TitleStatusHype
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models—0
Controlling Pretrained Language Generation Models by Learning to Focus—0
Automatic Evaluation of Neural Personality-based Chatbots—0
Controllable Response Generation for Assistive Use-cases—0
A Unified Pre-training Framework for Conversational AI—0
ALMA: Alignment with Minimal Annotation—0
A Discrete CVAE for Response Generation on Short-Text Conversation—0
From PARIS to LE-PARIS: Toward Patent Response Automation with Recommender Systems and Collaborative Large Language Models—0
Generalizable and Explainable Dialogue Generation via Explicit Action Learning—0
A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System—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