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 231240 of 914 papers

TitleStatusHype
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and ImprovementsCode0
Healing Unsafe Dialogue Responses with Weak Supervision SignalsCode0
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
Implicit Deep Latent Variable Models for Text GenerationCode0
Improving Response Quality with Backward Reasoning in Open-domain Dialogue SystemsCode0
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelCode0
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender SystemsCode0
Grammar Control in Dialogue Response Generation for Language Learning ChatbotsCode0
Empathetic Dialog Generation with Fine-Grained IntentsCode0
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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