🎭 Arts and Humanities
Languages and linguistics, history, philosophy, literature, religion, music and the arts.
Papers
- Visualizing and Understanding Recurrent NetworksAndrej Karpathy, Justin Johnson, Li Fei-Fei2015 · 939 citations
- Exploring Various Knowledge in Relation ExtractionGuoDong Zhou, Jian Su, Jie Zhang, et al.2005 · 937 citations
- Automatic Evaluation of Machine Translation Quality Using Longest Common Subsequence and Skip-Bigram StatisticsChin-Yew Lin, Franz Josef Och2004 · 937 citations
- Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language ModelsYiheng Liu, Tianle Han, Siyuan Ma, et al.2023 · 936 citations
- Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksMohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 936 citations
- Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
- A Survey of Data Augmentation Approaches for NLPSteven Y. Feng, Varun Gangal, Jason Wei, et al.2021 · 935 citations
- Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph ConstructionYi Luan, Luheng He, Mari Ostendorf, et al.2018 · 933 citations
- Rationalizing Neural PredictionsTao Lei, Regina Barzilay, Tommi Jaakkola2016 · 928 citations
- Modeling Coverage for Neural Machine TranslationZhaopeng Tu, Zhengdong Lu, Yang Liu, et al.2016 · 927 citations
- Collecting Highly Parallel Data for Paraphrase EvaluationDavid Chen, William Dolan2011 · 926 citations
- Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 925 citations
- Bilateral Multi-Perspective Matching for Natural Language SentencesZhiguo Wang, Wael Hamza, Radu Florian2017 · 923 citations
- Findings of the 2014 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Christian Federmann, et al.2014 · 923 citations
- Improving Machine Learning Approaches to Coreference ResolutionVincent Ng, Claire Cardie2002 · 923 citations
- Leveraging Linguistic Structure For Open Domain Information ExtractionGabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning2015 · 921 citations
- C-Pack: Packed Resources For General Chinese EmbeddingsShitao Xiao, Zheng Liu, Peitian Zhang, et al.2023 · 920 citations
- Clause Restructuring for Statistical Machine TranslationMichael Collins, Philipp Koehn, Ivona Kučerová2005 · 918 citations
- Topic Modeling in Embedding SpacesAdji B. Dieng, Francisco J. R. Ruiz, David M. Blei2020 · 914 citations
- Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationMohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 914 citations
- Learning to Ask: Neural Question Generation for Reading ComprehensionXinya Du, Junru Shao, Claire Cardie2017 · 913 citations
- Modeling Local Coherence: An Entity-Based ApproachRegina Barzilay, Mirella Lapata2008 · 912 citations
- Building a Discourse-Tagged Corpus in the Framework of Rhetorical Structure TheoryLynn Carlson, Daniel Marcu, Mary Ellen Okurovsky2001 · 912 citations
- Universal DependenciesMarie-Catherine de Marneffe, Christopher D. Manning, Joakim Nivre, et al.2021 · 910 citations
- Grounded Compositional Semantics for Finding and Describing Images with SentencesRichard Socher, Andrej Karpathy, Quoc V. Le, et al.2014 · 909 citations
- Applying Conditional Random Fields to Japanese Morphological AnalysisTaku Kudo, Kaoru Yamamoto, Yuji Matsumoto2004 · 909 citations
- Three New Probabilistic Models for Dependency Parsing: An ExplorationJason M. Eisner1996 · 908 citations
- SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused EvaluationDaniel Cer, Mona Diab, Eneko Agirre, et al.2017 · 907 citations
- Dependency-Based Construction of Semantic Space ModelsSebastian Padó, Mirella Lapata2007 · 906 citations
- Representing Text for Joint Embedding of Text and Knowledge BasesKristina Toutanova, Danqi Chen, Patrick Pantel, et al.2015 · 904 citations
- Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
- Joint Extraction of Entities and Relations Based on a Novel Tagging SchemeSuncong Zheng, Feng Wang, Hongyun Bao, et al.2017 · 902 citations
- Extracting Training Data from Large Language ModelsNicholas Carlini, Florian Tramer, Eric Wallace, et al.2020 · 901 citations
- A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPTJules White, Quchen Fu, Sam Hays, et al.2023 · 899 citations
- Introduction to the CoNLL-2005 Shared Task: Semantic Role LabelingXavier Carreras, Lluís Màrquez2005 · 899 citations
- Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
- LayoutLM: Pre-training of Text and Layout for Document Image UnderstandingYiheng Xu, Minghao Li, Lei Cui, et al.2019 · 889 citations
- CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language ModelsNikita Nangia, Clara Vania, Rasika Bhalerao, et al.2020 · 886 citations
- Is Attention Interpretable?Sofia Serrano, Noah A. Smith2019 · 885 citations
- Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyShuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
- Are NLP Models really able to Solve Simple Math Word Problems?Arkil Patel, Satwik Bhattamishra, Navin Goyal2021 · 882 citations
- Joint Event Extraction via Recurrent Neural NetworksThien Huu Nguyen, Kyunghyun Cho, Ralph Grishman2016 · 881 citations
- Distributional Memory: A General Framework for Corpus-Based SemanticsMarco Baroni, Alessandro Lenci2010 · 879 citations
- Statistical Dependency Analysis with Support Vector MachinesHiroyasu Yamada, Yuji Matsumoto2003 · 878 citations
- MCTest: A Challenge Dataset for the Open-Domain Machine Comprehension of TextMatthew Richardson, Christopher J.C. Burges, Erin Renshaw2013 · 873 citations
- Instance Weighting for Domain Adaptation in NLPJing Jiang, ChengXiang Zhai2007 · 870 citations
- A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and InteractivityYejin Bang, Samuel Cahyawijaya, Nayeon Lee, et al.2023 · 866 citations
- ChatGPT: Jack of all trades, master of noneJan Kocon, Igor Cichecki, Oliwier Kaszyca, et al.2023 · 863 citations
- Learning Subjective LanguageJanyce Wiebe, Theresa Wilson, Rebecca Bruce, et al.2004 · 861 citations
- TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLPJohn X. Morris, Eli Lifland, Jin Yong Yoo, et al.2020 · 857 citations
- Transition-Based Dependency Parsing with Stack Long Short-Term MemoryChris Dyer, Miguel Ballesteros, Wang Ling, et al.2015 · 857 citations
- Nymble: a High-Performance Learning Name-finderDaniel M. Bikel, Scott Miller, Richard Schwartz, et al.1997 · 857 citations
- On Coreference Resolution Performance MetricsXiaoqiang Luo2005 · 855 citations
- Gender Bias in Coreference ResolutionRachel Rudinger, Jason Naradowsky, Brian Leonard, et al.2018 · 852 citations
- End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRFXuezhe Ma, Eduard Hovy2016 · 852 citations
- DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in ConversationDeepanway Ghosal, Navonil Majumder, Soujanya Poria, et al.2019 · 850 citations
- TAGME: On-the-fly Annotation of Short Text Fragments (by Wikipedia Entities)Paolo Ferragina, Ugo Scaiella2010 · 849 citations
- Intelligent Selection of Language Model Training DataRobert C. Moore, William Lewis2010 · 848 citations
- A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsMikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 847 citations
- Challenges in Data-to-Document GenerationSam Wiseman, Stuart M. Shieber, Alexander M. Rush2017 · 846 citations
- Effective Self-Training for ParsingDavid McClosky, Eugene Charniak, Mark Johnson2006 · 846 citations
- TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
- UNIFIEDQA: Crossing Format Boundaries with a Single QA SystemDaniel Khashabi, Sewon Min, Tushar Khot, et al.2020 · 843 citations
- What BERT Is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language ModelsAllyson Ettinger2020 · 843 citations
- Visualizing and Understanding Neural Models in NLPJiwei Li, Xinlei Chen, Eduard Hovy, et al.2016 · 842 citations
- BERT-ATTACK: Adversarial Attack Against BERT Using BERTLinyang Li, Ruotian Ma, Qipeng Guo, et al.2020 · 840 citations
- Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 840 citations
- Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
- MADAMIRA: A Fast, Comprehensive Tool for Morphological Analysis and Disambiguation of ArabicArfath Pasha, Mohamed Al-Badrashiny, Mona Diab, et al.2014 · 835 citations
- A Unified MRC Framework for Named Entity RecognitionXiaoya Li, Jingrong Feng, Yuxian Meng, et al.2020 · 833 citations
- MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
- On the Sentence Embeddings from Pre-trained Language ModelsBohan Li, Hao Zhou, Junxian He, et al.2020 · 830 citations
- Kernel Methods for Relation ExtractionDmitry Zelenko, Chinatsu Aone, Anthony Richardella2002 · 829 citations
- Unsupervised Dense Information Retrieval with Contrastive LearningGautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 824 citations
- A Convolutional Neural Network for Modelling SentencesNal Kalchbrenner, Edward Grefenstette, Phil Blunsom2014 · 824 citations
- Gated Self-Matching Networks for Reading Comprehension and Question AnsweringWenhui Wang, Nan Yang, Furu Wei, et al.2017 · 823 citations
- Automatic Evaluation of Topic CoherenceDavid Newman, Jey Han Lau, Karl Grieser, et al.2010 · 823 citations
- MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
- Extended Gloss Overlaps as a Measure of Semantic RelatednessSatanjeev Banerjee, Ted Pedersen2003 · 822 citations
- Multi-Way, Multilingual Neural Machine Translation with a Shared Attention MechanismOrhan Firat, Kyunghyun Cho, Yoshua Bengio2016 · 821 citations
- Paraphrasing with Bilingual Parallel CorporaColin Bannard, Chris Callison-Burch2005 · 821 citations
- DocVQA: A Dataset for VQA on Document ImagesMinesh Mathew, Dimosthenis Karatzas, C.V. Jawahar2020 · 820 citations
- ERASER: A Benchmark to Evaluate Rationalized NLP ModelsJay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 820 citations
- SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual EvaluationEneko Agirre, Carmen Banea, Daniel Cer, et al.2016 · 820 citations
- Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 819 citations
- Improving Vector Space Word Representations Using Multilingual CorrelationManaal Faruqui, Chris Dyer2014 · 819 citations
- Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 818 citations
- GPT-NeoX-20B: An Open-Source Autoregressive Language ModelSidney Black, Stella Biderman, Eric Hallahan, et al.2022 · 818 citations
- Entity, Relation, and Event Extraction with Contextualized Span RepresentationsDavid Wadden, Ulme Wennberg, Yi Luan, et al.2019 · 818 citations
- Addressing the Rare Word Problem in Neural Machine TranslationThang Luong, Ilya Sutskever, Quoc Le, et al.2015 · 817 citations
- Scaling Neural Machine TranslationMyle Ott, Sergey Edunov, David Grangier, et al.2018 · 813 citations
- A New Dataset and Method for Automatically Grading ESOL TextsHelen Yannakoudakis, Ted Briscoe, Ben Medlock2011 · 813 citations
- Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipeMilan Straka, Jana Straková2017 · 811 citations
- A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 808 citations
- Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 807 citations
- Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and BeyondJingfeng Yang, Hongye Jin, Ruixiang Tang, et al.2023 · 806 citations
- BARTScore: Evaluating Generated Text as Text GenerationWeizhe Yuan, Graham Neubig, Pengfei Liu2021 · 806 citations
- Contextual Augmentation: Data Augmentation by Words with Paradigmatic RelationsSosuke Kobayashi2018 · 804 citations
- Hedging in Scientific Research ArticlesKen Hyland1998 · 803 citations
- Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English WordsSaif Mohammad2018 · 800 citations
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