{"total":57,"rows":[{"id":"2302.04166","title":"GPTScore: Evaluate as You Desire","created":"2023-02-08","cited_by_count":361,"area":null},{"id":"2305.13711","title":"LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models","created":"2023-05-23","cited_by_count":101,"area":null},{"id":"2106.03706","title":"A Comprehensive Assessment of Dialog Evaluation Metrics","created":"2021-06-07","cited_by_count":90,"area":null},{"id":"2304.00723","title":"Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study","created":"2023-04-03","cited_by_count":85,"area":null},{"id":"2312.15407","title":"A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators","created":"2023-12-24","cited_by_count":45,"area":null},{"id":"2205.12673","title":"InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning","created":"2022-05-25","cited_by_count":39,"area":null},{"id":"2111.02110","title":"Automatic Evaluation and Moderation of Open-domain Dialogue Systems","created":"2021-11-03","cited_by_count":28,"area":null},{"id":"2311.08788","title":"X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects","created":"2023-11-15","cited_by_count":28,"area":null},{"id":"2506.05904","title":"Proactive Assistant Dialogue Generation from Streaming Egocentric Videos","created":"2025-06-06","cited_by_count":28,"area":null},{"id":"2503.17662","title":"Enhancing Persona Consistency for LLMs' Role-Playing using Persona-Aware Contrastive Learning","created":"2025-03-22","cited_by_count":27,"area":null},{"id":"2203.09711","title":"DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations","created":"2022-03-18","cited_by_count":25,"area":null},{"id":"2210.16798","title":"Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework","created":"2022-10-30","cited_by_count":19,"area":null},{"id":"2308.16797","title":"Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation","created":"2023-08-31","cited_by_count":19,"area":null},{"id":"2203.13927","title":"What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation","created":"2022-03-25","cited_by_count":18,"area":null},{"id":"2204.07433","title":"Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy","created":"2022-04-07","cited_by_count":17,"area":null},{"id":"2401.00437","title":"BatchEval: Towards Human-like Text Evaluation","created":"2023-12-31","cited_by_count":17,"area":null},{"id":"2203.03047","title":"Recent Advances in Neural Text Generation: A Task-Agnostic Survey","created":"2022-03-06","cited_by_count":14,"area":null},{"id":"2309.06490","title":"Leveraging Large Language Models for Automated Dialogue Analysis","created":"2023-09-12","cited_by_count":14,"area":null},{"id":"2112.07194","title":"MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation","created":"2021-12-14","cited_by_count":13,"area":null},{"id":"2203.10012","title":"Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges","created":"2022-03-18","cited_by_count":13,"area":null},{"id":"2210.13832","title":"FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation","created":"2022-10-25","cited_by_count":13,"area":null},{"id":"2310.08958","title":"xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark","created":"2023-10-13","cited_by_count":13,"area":null},{"id":"2301.12004","title":"Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation","created":"2023-01-27","cited_by_count":12,"area":null},{"id":"2110.06612","title":"Exploring Dense Retrieval for Dialogue Response Selection","created":"2021-10-13","cited_by_count":11,"area":null},{"id":"2304.05253","title":"Approximating Online Human Evaluation of Social Chatbots with Prompting","created":"2023-04-11","cited_by_count":11,"area":null},{"id":"2404.01015","title":"PairEval: Open-domain Dialogue Evaluation with Pairwise Comparison","created":"2024-04-01","cited_by_count":11,"area":null},{"id":"2311.07589","title":"Dialogizer: Context-aware Conversational-QA Dataset Generation from Textual Sources","created":"2023-11-09","cited_by_count":9,"area":null},{"id":"2401.09432","title":"RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models","created":"2023-12-17","cited_by_count":9,"area":null},{"id":"2503.01513","title":"Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey","created":"2025-03-03","cited_by_count":9,"area":null},{"id":"2309.08156","title":"RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue","created":"2023-09-15","cited_by_count":7,"area":null},{"id":"2405.14646","title":"Unveiling the Achilles' Heel of NLG Evaluators: A Unified Adversarial Framework Driven by Large Language Models","created":"2024-05-23","cited_by_count":6,"area":null},{"id":"2408.11735","title":"Clinical Insights: A Comprehensive Review of Language Models in Medicine","created":"2024-08-21","cited_by_count":6,"area":null},{"id":"2306.15245","title":"C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation","created":"2023-06-27","cited_by_count":5,"area":null},{"id":"2406.17300","title":"CausalScore: An Automatic Reference-Free Metric for Assessing Response Relevance in Open-Domain Dialogue Systems","created":"2024-06-25","cited_by_count":5,"area":null},{"id":"2407.11660","title":"ECoh: Turn-level Coherence Evaluation for Multilingual Dialogues","created":"2024-07-16","cited_by_count":5,"area":null},{"id":"2110.01895","title":"Investigating the Impact of Pre-trained Language Models on Dialog Evaluation","created":"2021-10-05","cited_by_count":4,"area":null},{"id":"2202.06633","title":"FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows","created":"2022-02-14","cited_by_count":4,"area":null},{"id":"2301.13372","title":"Improving Open-Domain Dialogue Evaluation with a Causal Inference Model","created":"2023-01-31","cited_by_count":4,"area":null},{"id":"2302.04424","title":"A Transformer-based Response Evaluator for Open-Domain Spoken Conversation","created":"2023-02-09","cited_by_count":4,"area":null},{"id":"2403.05814","title":"MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs","created":"2024-03-09","cited_by_count":4,"area":null},{"id":"2406.06736","title":"Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges","created":"2024-06-10","cited_by_count":4,"area":null},{"id":"2209.05185","title":"Open-Domain Dialog Evaluation using Follow-Ups Likelihood","created":"2022-09-12","cited_by_count":3,"area":null},{"id":"2212.08992","title":"PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment","created":"2022-12-18","cited_by_count":3,"area":null},{"id":"2305.04720","title":"DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation","created":"2023-05-08","cited_by_count":3,"area":null},{"id":"2306.03984","title":"Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs","created":"2023-06-06","cited_by_count":3,"area":null},{"id":"2409.16913","title":"Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing","created":"2024-09-25","cited_by_count":3,"area":null},{"id":"2508.00454","title":"Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple LLM Judges","created":"2025-08-01","cited_by_count":3,"area":null},{"id":"2208.08094","title":"SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation","created":"2022-08-17","cited_by_count":2,"area":null},{"id":"2604.14414","title":"The Autocorrelation Blind Spot: Why 42% of Turn-Level Findings in LLM Conversation Analysis May Be Spurious","created":"2026-04-15","cited_by_count":2,"area":null},{"id":"2211.10596","title":"Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems","created":"2022-11-19","cited_by_count":1,"area":null},{"id":"2306.11879","title":"Open-Domain Text Evaluation via Contrastive Distribution Methods","created":"2023-06-20","cited_by_count":1,"area":null},{"id":"2310.00410","title":"Open-Domain Dialogue Quality Evaluation: Deriving Nugget-level Scores from Turn-level Scores","created":"2023-09-30","cited_by_count":1,"area":null},{"id":"2501.10328","title":"BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation","created":"2025-01-17","cited_by_count":1,"area":null},{"id":"2511.04133","title":"Testing the Testers: Human-Driven Quality Assessment of Voice AI Testing Platforms","created":"2025-11-06","cited_by_count":1,"area":null},{"id":"2601.08690","title":"All Required, In Order: Phase-Level Evaluation for AI-Human Dialogue in Healthcare and Beyond","created":"2026-01-13","cited_by_count":1,"area":null},{"id":"2602.18448","title":"INSURE-Dial: A Phase-Aware Conversational Dataset & Benchmark for Compliance Verification and Phase Detection","created":"2026-01-28","cited_by_count":1,"area":null},{"id":"2206.01823","title":"Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric","created":"2022-06-03","cited_by_count":0,"area":null}],"next_cursor":null}