From Single to Multi: How LLMs Hallucinate in Multi-Document SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 |
MoDEM: Mixture of Domain Expert ModelsAustralasian Language Technology Association Workshop (ALTA), 2024 |
Learning Fine-Grained Grounded Citations for Attributed Large Language
ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
QFMTS: Generating Query-Focused Summaries over Multi-Table InputsEuropean Conference on Artificial Intelligence (ECAI), 2024 |
Learning to Plan and Generate Text with CitationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions
for RAG systemsTransactions of the Association for Computational Linguistics (TACL), 2024 |
Concise Answers to Complex Questions: Summarization of Long-form AnswersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
Text-Blueprint: An Interactive Platform for Plan-based Conditional
GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
Socratic Pretraining: Question-Driven Pretraining for Controllable
SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
OASum: Large-Scale Open Domain Aspect-based SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
SumREN: Summarizing Reported Speech about Events in NewsAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Controlled Text ReductionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
Conditional Generation with a Question-Answering BlueprintTransactions of the Association for Computational Linguistics (TACL), 2022 |
SQuALITY: Building a Long-Document Summarization Dataset the Hard WayConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
Domain Adaptation with Pre-trained Transformers for Query Focused
Abstractive Text SummarizationComputational Linguistics (CL), 2021 |
SummerTime: Text Summarization Toolkit for Non-expertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 |
QMSum: A New Benchmark for Query-based Multi-domain Meeting
SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query
Focused Multi-Document Abstractive SummarizationInternational Conference on Computational Linguistics (COLING), 2020 |