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McDonald, Ryan

  1. On Faithfulness and Factuality in Abstractive Summarization
    2020/05/02 by Maynez, Joshua, Narayan, Shashi, Bohnet, Bernd +1 · 119 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. SteP: Stacked LLM Policies for Web Actions
    2023/10/05 by Paloma Sodhi, Sodhi, Paloma, S. R. K. Branavan +3 · 16 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. A Universal Part-of-Speech Tagset
    2011/04/11 by Petrov, Slav, Das, Dipanjan, McDonald, Ryan · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Planning with Learned Entity Prompts for Abstractive Summarization
    2021/04/15 by Shashi Narayan, Narayan, Shashi, Yao Zhao +9 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  5. BIOMRC: A Dataset for Biomedical Machine Reading Comprehension
    2020/05/13 by Petros Stavropoulos, Stavropoulos, Petros, Dimitris Pappas +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Bioinformatics
  6. Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages
    2022/05/02 by Felix F. Wu, Wu, Felix, Kwangyoun Kim +11 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  7. Natural Language Processing with Small Feed-Forward Networks
    2017/08/01 by Jan A. Botha, Botha, Jan A., Emily Pitler +13 · 1 voice
    #cs.CL #cs.NE
  8. RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble
    2020/10/01 by Michael Bendersky, Bendersky, Michael, Honglei Zhuang +9 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Chromatin Remodeling and Cancer #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #RNA modifications and cancer #interferon and immune responses
  9. Deep Relevance Ranking Using Enhanced Document-Query Interactions
    2018/09/05 by Ryan McDonald, Georgios-Ioannis Brokos, McDonald, Ryan +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  10. Stepwise Extractive Summarization and Planning with Structured Transformers
    2020/10/06 by Narayan, Shashi, Maynez, Joshua, Adamek, Jakub +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Focus Attention: Promoting Faithfulness and Diversity in Summarization
    2021/05/25 by Aralikatte, Rahul, Narayan, Shashi, Maynez, Joshua +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. On the Effectiveness of Offline RL for Dialogue Response Generation
    2023/07/23 by Sodhi, Paloma, Wu, Felix, Elenberg, Ethan R. +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Sparse Rewards Can Self-Train Dialogue Agents
    2024/09/06 by Barrett Martin Lattimer, Lattimer, Barrett Martin, Varun Gangal +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling