SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 231–240 of 914 papers

TitleStatusHype
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking—0
Thread Detection and Response Generation using Transformers with Prompt Optimisation—0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue GenerationCode0
Ever-Evolving Memory by Blending and Refining the Past—0
Self-Consistent Decoding for More Factual Open ResponsesCode0
Open Assistant Toolkit -- version 2Code1
An Iterative Associative Memory Model for Empathetic Response GenerationCode1
Self-Refinement of Language Models from External Proxy Metrics Feedback—0
Exploiting Emotion-Semantic Correlations for Empathetic Response GenerationCode0
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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