Teaching Machines to Read and Comprehend

10 June 2015

Papers citing "Teaching Machines to Read and Comprehend"

50 / 537 papers shown

Title
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Sujian Li Yajuan Lv HILM 26 4 0 20 Dec 2022
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation Tianxing He Jingyu Zhang Tianle Wang Sachin Kumar Kyunghyun Cho James R. Glass Yulia Tsvetkov 40 44 0 20 Dec 2022
On Improving Summarization Factual Consistency from Natural Language Feedback Yixin Liu Budhaditya Deb Milagro Teruel Aaron L Halfaker Dragomir R. Radev Ahmed Hassan Awadallah HILM 29 35 0 20 Dec 2022
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics Liang Ma Shuyang Cao IV RobertL.Logan Di Lu Shihao Ran Kecheng Zhang Joel R. Tetreault A. Jaimes 17 6 0 20 Dec 2022
LR-Sum: Summarization for Less-Resourced Languages Chester Palen-Michel Constantine Lignos 9 4 0 19 Dec 2022
PAL: Persona-Augmented Emotional Support Conversation Generation Jiale Cheng Sahand Sabour Hao Sun Zhuang Chen Minlie Huang 27 27 0 19 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 26 24 0 19 Dec 2022
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization Yunlong Liang Fandong Meng Jinan Xu Jiaan Wang Yufeng Chen Jie Zhou 33 19 0 15 Dec 2022
Understanding Translationese in Cross-Lingual Summarization Jiaan Wang Fandong Meng Yunlong Liang Tingyi Zhang Jiarong Xu Zhixu Li Jie Zhou 27 15 0 14 Dec 2022
DDSupport: Language Learning Support System that Displays Differences and Distances from Model Speech Kazuki Kawamura Jun Rekimoto 26 0 0 08 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 32 3 0 08 Dec 2022
SumREN: Summarizing Reported Speech about Events in News R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Chenhui Xu 24 5 0 02 Dec 2022
InDEX: Indonesian Idiom and Expression Dataset for Cloze Test Xinying Qiu Guofeng Shi 21 0 0 24 Nov 2022
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams Gandharv Suri Yllias Chali VLM 24 3 0 19 Nov 2022
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Junyi Bian Xiaodi Huang Hong Zhou Shanfeng Zhu 27 11 0 18 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 30 43 0 14 Nov 2022
Improving Factual Consistency in Summarization with Compression-Based Post-Editing Alexander R. Fabbri Prafulla Kumar Choubey Jesse Vig Chien-Sheng Wu Caiming Xiong HILM KELM 44 17 0 11 Nov 2022
MACSum: Controllable Summarization with Mixed Attributes Yusen Zhang Yang Liu Ziyi Yang Yuwei Fang Yulong Chen Dragomir R. Radev Chenguang Zhu Michael Zeng Rui Zhang 34 15 0 09 Nov 2022
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection Hardy Hardy Miguel Ballesteros Faisal Ladhak Muhammad Khalifa Vittorio Castelli Kathleen McKeown 43 1 0 09 Nov 2022
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Ziqiang Cao Sujian Li Hua-Hong Wu HILM 30 10 0 01 Nov 2022
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency Yanzhu Guo Chloé Clavel Moussa Kamal Eddine Michalis Vazirgiannis HILM 32 11 0 31 Oct 2022
Revision for Concision: A Constrained Paraphrase Generation Task Wenchuan Mu Kwanin Lim 32 3 0 25 Oct 2022
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization Hossein Rajaby Faghihi Bashar Alhafni Kecheng Zhang Shihao Ran Joel R. Tetreault A. Jaimes 18 9 0 25 Oct 2022
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain Dennis Aumiller Ashish Chouhan Michael Gertz ELM AILaw 40 35 0 24 Oct 2022
Mutual Information Alleviates Hallucinations in Abstractive Summarization Liam van der Poel Ryan Cotterell Clara Meister HILM 16 56 0 24 Oct 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts Hongli Zhan Tiberiu Sosea Cornelia Caragea J. Li 41 5 0 22 Oct 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 39 3 0 22 Oct 2022
P $^3$ LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training Junwei Bao Yifan Wang Jiangyong Ying Yeyun Gong Jing Zhao Youzheng Wu Xiaodong He 37 1 0 22 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 41 14 0 21 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 34 9 0 17 Oct 2022
Towards Summary Candidates Fusion Mathieu Ravaut Shafiq R. Joty Nancy F. Chen 32 14 0 17 Oct 2022
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar T. Trikalinos Byron C. Wallace A. Nenkova 21 10 0 14 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation Ming Zhong Yang Liu Da Yin Yuning Mao Yizhu Jiao Peng Liu Chenguang Zhu Heng Ji Jiawei Han ELM 45 254 0 13 Oct 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 33 44 0 09 Oct 2022
Just ClozE! A Novel Framework for Evaluating the Factual Consistency Faster in Abstractive Summarization Yiyang Li Lei Li Marina Litvak N. Vanetik Dingxing Hu Yuze Li Yanquan Zhou HILM 40 0 0 06 Oct 2022
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana Rivindu Weerasekera Elliott Wen Tharindu Kaluarachchi R. Rana Suranga Nanayakkara VLM 14 160 0 06 Oct 2022
Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts Anirudha Rayasam Anush Kamath G. B. Kalejaiye MoE 19 0 0 04 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 239 0 03 Oct 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 72 94 0 30 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 22 0 29 Sep 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 70 45 0 29 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 26 19 0 21 Sep 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 188 71 0 19 Sep 2022
Survey of Query-based Text Summarization Hang Yu 36 4 0 17 Sep 2022
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 19 31 0 04 Sep 2022
Abstractive Meeting Summarization: A Survey Virgile Rennard Guokan Shang Julie Hunter Michalis Vazirgiannis 34 15 0 08 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
SMART: Sentences as Basic Units for Text Evaluation Reinald Kim Amplayo Peter J. Liu Yao-Min Zhao Shashi Narayan 30 21 0 01 Aug 2022