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 21–30 of 914 papers

TitleStatusHype
GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs—0
DIF: A Framework for Benchmarking and Verifying Implicit Bias in LLMs—0
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge GraphCode0
PIPA: A Unified Evaluation Protocol for Diagnosing Interactive Planning Agents—0
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object PerceptionCode1
Deep Learning Characterizes Depression and Suicidal Ideation from Eye Movements—0
PICO: Secure Transformers via Robust Prompt Isolation and Cybersecurity Oversight—0
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal AssistantCode0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval—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