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 131–140 of 914 papers

TitleStatusHype
Toxic Subword Pruning for Dialogue Response Generation on Large Language Models—0
PersoBench: Benchmarking Personalized Response Generation in Large Language ModelsCode0
Emotion-Aware Embedding Fusion in LLMs (Flan-T5, LLAMA 2, DeepSeek-R1, and ChatGPT 4) for Intelligent Response Generation—0
Blind Spatial Impulse Response Generation from Separate Room- and Scene-Specific Information—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption UtilizationCode0
Recent Advancement of Emotion Cognition in Large Language Models—0
VERA: Validation and Enhancement for Retrieval Augmented systems—0
Enabling Real-Time Conversations with Minimal Training Costs—0
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style—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