David Reitter
David Reitter has 4 papers in our library, in 2021–2023, most of them on Dialogue systems, Text generation, Evaluation & benchmarks; often with Hannah Rashkin, Gaurav Singh Tomar, Dipanjan Das.
OpenAlex · ORCID · Wikidata · h-index 25 · 130 works · 3,506 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 3,660 citations in our library · ⭐ Paper Star rank #3257
Affiliations
Concepts, shelves and topics
📚 Shelves 5 Arts and Humanities · 4 works Computer Science · 4 works Artificial Intelligence · 4 works Language and Linguistics · 4 works Information Systems · 1 work
🧭 Topics 4 Dialogue systems · 3 works Text generation · 1 work Evaluation & benchmarks · 1 work Information retrieval & search · 1 work
Works by year
2020s
Papers
- Measuring Attribution in Natural Language Generation Models (2023 · 198 citations)
Neural text generators often produce fluent statements that their underlying sources do not support. Prior work on hallucination and faithfulness lacked a shared, formally grounded way to measure this. The authors propose Attributable to Identified Sources (AIS), a framework that judges whether generated text about… - Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features (2021 · 140 citations)
Knowledge-grounded dialogue agents are meant to pass on information from a trusted source text. Datasets such as Wizard of Wikipedia, however, mix evidence-based replies with chit-chat, opinions and invented personal details, so models trained on them tend to hallucinate. Rather than collecting cleaner data, the… - Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark (2022 · 99 citations)
Dialogue systems that draw on external knowledge and are built on large language models often produce fluent replies that the supplied evidence does not support. - CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning (2022 · 95 citations)
Open-domain conversational question answering (CQA) needs passage retrieval for questions that only make sense in light of earlier turns.
Co-authors here
- Hannah Rashkin ×4
- Gaurav Singh Tomar ×3
- Dipanjan Das ×2
- Hannaneh Hajishirzi
- Iulia Turc
- Lora Aroyo
- Mari Ostendorf
- Matthew Lamm
- Michael Collins
- Nouha Dziri
- Slav Petrov
- Tal Linzen
Venues
- Annual Meeting of the Association for Computational…: 2021
- Computational Linguistics: 2023
- Conference on Empirical Methods in Natural Language…: 2022
- Transactions of the Association for Computational…: 2022
Cited by
Updated
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