SOTAVerified

Open-Domain Dialog

Papers

Showing 110 of 60 papers

TitleStatusHype
GODEL: Large-Scale Pre-Training for Goal-Directed DialogCode2
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AICode2
Re2G: Retrieve, Rerank, GenerateCode1
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction TuningCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
Hurdles to Progress in Long-form Question AnsweringCode1
Dialogue Response Ranking Training with Large-Scale Human Feedback DataCode1
KILT: a Benchmark for Knowledge Intensive Language TasksCode1
Unsupervised Evaluation of Interactive Dialog with DialoGPTCode1
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog EvaluationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HindsightKILT-RL11.92Unverified
2Re2GKILT-RL11.39Unverified
3intersectKILT-RL10.45Unverified
4KGIKILT-RL10.36Unverified
5RAGKILT-RL7.59Unverified
6WikipediaKILT-RL6.55Unverified
7Multitask DPR + BARTKILT-RL5.91Unverified
8Routing Transformer, c-REALMKILT-RL4.41Unverified
9BART + DPRKILT-RL3.71Unverified
10multitaskKILT-RL2.04Unverified