Dragomir Radev - researchr alias

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Viewing Publication 1 - 36 from 36

2023

QTSumm: Query-Focused Summarization over Tabular DataYilun Zhao 0001, Zhenting Qi, Linyong Nan, Boyu Mi, Yixin Liu, Weijin Zou, Simeng Han, Ruizhe Chen, Xiangru Tang, Yumo Xu, Dragomir Radev, Arman Cohan. emnlp 2023: 1157-1172 [doi]

Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi 0010, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu 0009. iclr 2023: [doi]

bgGLUE: A Bulgarian General Language Understanding Evaluation BenchmarkMomchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev. acl 2023: 8733-8759 [doi]

RealTime QA: What's the Answer Right Now?Jungo Kasai, Keisuke Sakaguchi, Yoichi Takahashi, Ronan Le Bras 0001, Akari Asai, Xinyan Yu 0001, Dragomir Radev, Noah A. Smith, Yejin Choi 0001, Kentaro Inui. nips 2023: [doi]

A Transfer Learning Pipeline for Educational Resource Discovery with Application in Survey GenerationIrene Li, Thomas George, Alexander R. Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev. bea 2023: 29-43 [doi]

HiPool: Modeling Long Documents Using Graph Neural NetworksIrene Li, Aosong Feng, Dragomir Radev, Rex Ying. acl 2023: 161-171 [doi]

On Improving Summarization Factual Consistency from Natural Language FeedbackYixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed Hassan Awadallah. acl 2023: 15144-15161 [doi]

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and ExecutionYe Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou. emnlp 2023: 4437-4451 [doi]

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationYixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev. acl 2023: 4140-4170 [doi]

Towards Interpretable and Efficient Automatic Reference-Based Summarization EvaluationYixin Liu, Alexander R. Fabbri, Yilun Zhao 0001, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev. emnlp 2023: 16360-16368 [doi]

Enhancing Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design StrategiesLinyong Nan, Yilun Zhao 0001, Weijin Zou, Narutatsu Ri, Jaesung Tae, Ellen Zhang, Arman Cohan, Dragomir Radev. emnlp 2023: 14935-14956 [doi]

Learning Math Reasoning from Self-Sampled Correct and Partially-Correct SolutionsAnsong Ni, Jeevana Priya Inala, Chenglong Wang, Alex Polozov, Christopher Meek, Dragomir Radev, Jianfeng Gao. iclr 2023: [doi]

LEVER: Learning to Verify Language-to-Code Generation with ExecutionAnsong Ni, Srini Iyer 0001, Dragomir Radev, Veselin Stoyanov, Wen-tau Yih, Sida I. Wang, Xi Victoria Lin. icml 2023: 26106-26128 [doi]

Logical Transformers: Infusing Logical Structures into Pre-Trained Language ModelsBorui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev, Jianfeng Gao. acl 2023: 1762-1773 [doi]

Molformer: Motif-Based Transformer on 3D Heterogeneous Molecular GraphsFang Wu, Dragomir Radev, Stan Z. Li. AAAI 2023: 5312-5320 [doi]

Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph MatchingFang Wu, Siyuan Li, Xurui Jin, Yinghui Jiang, Dragomir Radev, Zhangming Niu, Stan Z. Li. icml 2023: 37511-37523 [doi]

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot PromptingZheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani, Khalid Almubarak, M. Saiful Bari, Lintang Sutawika, Jungo Kasai, Ahmed Baruwa, Genta Indra Winata, Stella Biderman, Edward Raff, Dragomir Radev, Vassilina Nikoulina. acl 2023: 11682-11703 [doi]

LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form ControlYilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev. eacl 2023: 554-561 [doi]

OpenRT: An Open-source Framework for Reasoning Over Tabular DataYilun Zhao, Boyu Mi, Zhenting Qi, Linyong Nan, Minghao Guo, Arman Cohan, Dragomir Radev. acl 2023: 336-347 [doi]

RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial PerturbationsYilun Zhao, Chen Zhao, Linyong Nan, Zhenting Qi, Wenlin Zhang, Xiangru Tang, Boyu Mi, Dragomir Radev. acl 2023: 6064-6081 [doi]

2022

Twist Decoding: Diverse Generators Guide Each OtherJungo Kasai, Keisuke Sakaguchi, Ronan Le Bras 0001, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith. emnlp 2022: 4909-4923 [doi]

BOOKSUM: A Collection of Datasets for Long-form Narrative SummarizationWojciech Kryscinski, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev. emnlp 2022: 6536-6558 [doi]

Surfer100: Generating Surveys From Web Resources, Wikipedia-styleIrene Li, Alexander R. Fabbri, Rina Kawamura, Yixin Liu, Xiangru Tang, Jaesung Tae, Chang Shen, Sally Ma, Tomoe Mizutani, Dragomir Radev. lrec 2022: 5388-5392 [doi]

Neural Natural Language Processing for unstructured data in electronic health records: A reviewIrene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlali, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, Richard Andrew Taylor, Harlan M. Krumholz, Dragomir Radev. csr, 46:100511, 2022. [doi]

Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and DatabaseYe Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Yingbo Zhou. emnlp 2022: 8858-8869 [doi]

Leveraging Locality in Abstractive Text SummarizationYixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir Radev. emnlp 2022: 6081-6093 [doi]

R2D2: Robust Data-to-Text with Replacement DetectionLinyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev. emnlp 2022: 6903-6917 [doi]

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of SummariesXiangru Tang, Alexander R. Fabbri, Haoran Li, Ziming Mao, Griffin Adams, Borui Wang, Asli Celikyilmaz, Yashar Mehdad, Dragomir Radev. naacl 2022: 5680-5692 [doi]

STRUDEL: Structured Dialogue Summarization for Dialogue ComprehensionBorui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev. emnlp 2022: 4949-4958 [doi]

ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning ExamplesYilun Zhao, Linyong Nan, Zhenting Qi, Rui Zhang 0037, Dragomir Radev. emnlp 2022: 9006-9018 [doi]

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