SOTAVerified

Open-Domain Dialog

Papers

Showing 125 of 60 papers

TitleStatusHype
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AICode2
GODEL: Large-Scale Pre-Training for Goal-Directed DialogCode2
KILT: a Benchmark for Knowledge Intensive Language TasksCode1
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction TuningCode1
Dialogue Response Ranking Training with Large-Scale Human Feedback DataCode1
Hurdles to Progress in Long-form Question AnsweringCode1
Unsupervised Evaluation of Interactive Dialog with DialoGPTCode1
Re2G: Retrieve, Rerank, GenerateCode1
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact CentersCode1
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog GenerationCode1
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog EvaluationCode1
CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response GenerationCode1
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog SystemsCode1
Data Collection for Interactive Learning through the Dialog0
Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize0
Investigating the Impact of Pre-trained Language Models on Dialog Evaluation0
Non-Autoregressive Neural Dialogue Generation0
A Conditional Variational Framework for Dialog Generation0
Enhancing Task Bot Engagement with Synthesized Open-Domain Dialog0
Enhancing Self-Disclosure In Neural Dialog Models By Candidate Re-ranking0
ChatEval: A Tool for Chatbot Evaluation0
Evorus: A Crowd-powered Conversational Assistant Built to Automate Itself Over Time0
Challenges in Building Intelligent Open-domain Dialog Systems0
Discovering Dialog Structure Graph for Open-Domain Dialog Generation0
Hierarchical Reinforcement Learning for Open-Domain Dialog0
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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