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 211–220 of 914 papers

TitleStatusHype
From Matching to Generation: A Survey on Generative Information RetrievalCode3
Aligning LLM Agents by Learning Latent Preference from User EditsCode1
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering—0
Towards Enhancing Health Coaching Dialogue in Low-Resource SettingsCode1
CONFLARE: CONFormal LArge language model REtrievalCode1
Personalized LLM Response Generation with Parameterized Memory InjectionCode0
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM—0
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support ConversationCode0
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation—0
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark—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