Who cites «Adam: A Method for Stochastic Optimization»
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- MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
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- XLM-E: Cross-lingual Language Model Pre-training via ELECTRAAnnual Meeting of the Association for Computational Linguistics (ACL)Zewen Chi, Shaohan Huang, Li Dong, et al.2022 · 127 citations
- Arabic aspect based sentiment analysis using bidirectional GRU based modelsJournal of King Saud University - Computer and Information SciencesMohammed M.Abdelgwad, Taysir Hassan A Soliman, Ahmed I.Taloba, et al.2021 · 127 citations
- Chain of Hindsight Aligns Language Models with FeedbackarXiv:2302.02676Hao Liu, Carmelo Sferrazza, Pieter Abbeel2023 · 126 citations
- Learning Dense Representations of Phrases at ScaleAnnual Meeting of the Association for Computational Linguistics (ACL)Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, et al.2021 · 126 citations
- Generative Spoken Dialogue Language ModelingTransactions of the Association for Computational Linguistics (TACL)Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, et al.2023 · 124 citations
- Adversarial Learning for Zero-Shot Stance Detection on Social MediaConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Emily Allaway, Malavika Srikanth, Kathleen McKeown2021 · 124 citations
- When and Why is Document-level Context Useful in Neural Machine Translation?Workshop on Discourse in Machine TranslationYunsu Kim, Duc Thanh Tran, Hermann Ney2019 · 124 citations
- Transformer-Patcher: One Mistake worth One NeuronarXiv:2301.09785Zeyu Huang, Yikang Shen, Xiaofeng Zhang, et al.2023 · 123 citations
- BabyAI: A Platform to Study the Sample Efficiency of Grounded Language LearningarXiv:1810.08272Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, et al.2018 · 123 citations
- ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft PromptsConference on Empirical Methods in Natural Language Processing (EMNLP)Akari Asai, Mohammadreza Salehi, Matthew Peters, et al.2022 · 122 citations
- Making Neural QA as Simple as Possible but not SimplerarXiv:1703.04816Dirk Weissenborn, Georg Wiese, Laura Seiffe2017 · 122 citations
- Collaborative Dialogue in MinecraftAnnual Meeting of the Association for Computational Linguistics (ACL)Anjali Narayan-Chen, Prashant Jayannavar, Julia Hockenmaier2019 · 121 citations
- Importance of Search and Evaluation Strategies in Neural Dialogue ModelingInternational Natural Language Generation Conference (INLG)Ilia Kulikov, Alexander Miller, Kyunghyun Cho, et al.2019 · 121 citations
- Compositional Exemplars for In-context LearningarXiv:2302.05698Jiacheng Ye, Zhiyong Wu, Jiangtao Feng, et al.2023 · 120 citations
- XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Davis Liang, Hila Gonen, Yuning Mao, et al.2023 · 120 citations
- Adaptive Nearest Neighbor Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xin Zheng, Zhirui Zhang, Junliang Guo, et al.2021 · 120 citations
- A Constructive Prediction of the Generalization Error Across ScalesarXiv:1909.12673Jonathan S. Rosenfeld, Amir Rosenfeld, Yonatan Belinkov, et al.2019 · 120 citations
- Knowledge Enhanced Masked Language Model for Stance DetectionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kornraphop Kawintiranon, Lisa Singh2021 · 119 citations
- ChID: A Large-scale Chinese IDiom Dataset for Cloze TestAnnual Meeting of the Association for Computational Linguistics (ACL)Chujie Zheng, Minlie Huang, Aixin Sun2019 · 119 citations
- Overcoming Language Variation in Sentiment Analysis with Social AttentionTransactions of the Association for Computational Linguistics (TACL)Yi Yang, Jacob Eisenstein2017 · 119 citations
- A Length-Extrapolatable TransformerAnnual Meeting of the Association for Computational Linguistics (ACL)Yutao Sun, Li Dong, Barun Patra, et al.2023 · 118 citations
- Resurrecting Recurrent Neural Networks for Long SequencesarXiv:2303.06349Antonio Orvieto, Samuel L Smith, Albert Gu, et al.2023 · 118 citations
- Scaling Laws for TransferarXiv:2102.01293Danny Hernandez, Jared Kaplan, Tom Henighan, et al.2021 · 118 citations
- Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language ModelarXiv:1912.09637Wenhan Xiong, Jingfei Du, William Yang Wang, et al.2019 · 117 citations
- End-to-End Training of Neural Retrievers for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Devendra Sachan, Mostofa Patwary, Mohammad Shoeybi, et al.2021 · 116 citations
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective AugmentationarXiv:2310.04408Fangyuan Xu, Weijia Shi, Eunsol Choi2023 · 115 citations
- Pushing on Text Readability Assessment: A Transformer Meets Handcrafted Linguistic FeaturesConference on Empirical Methods in Natural Language Processing (EMNLP)Bruce W. Lee, Yoo Sung Jang, Jason Lee2021 · 115 citations
- Unified Pragmatic Models for Generating and Following InstructionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Daniel Fried, Jacob Andreas, Dan Klein2018 · 115 citations
- DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming HeadsarXiv:2410.10819Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, et al.2024 · 114 citations
- Entity Linking in 100 LanguagesConference on Empirical Methods in Natural Language Processing (EMNLP)Jan A. Botha, Zifei Shan, Daniel Gillick2020 · 114 citations
- Monolingual Adapters for Zero-Shot Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jerin Philip, Alexandre Berard, Matthias Gallé, et al.2020 · 114 citations
- Efficient Large Scale Language Modeling with Mixtures of ExpertsarXiv:2112.10684Mikel Artetxe, Shruti Bhosale, Naman Goyal, et al.2021 · 113 citations
- Multi-Task Stance Detection with Sentiment and Stance LexiconsConference on Empirical Methods in Natural Language Processing (EMNLP)Yingjie Li, Cornelia Caragea2019 · 113 citations
- DistiLLM: Towards Streamlined Distillation for Large Language ModelsarXiv:2402.03898Jongwoo Ko, Sungnyun Kim, Tianyi Chen, et al.2024 · 112 citations
- Neural Networks and the Chomsky HierarchyarXiv:2207.02098Grégoire Delétang, Anian Ruoss, Jordi Grau-Moya, et al.2022 · 112 citations
- RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wenkai Yang, Yankai Lin, Peng Li, et al.2021 · 112 citations
- XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP)Alessandro Raganato, Tommaso Pasini, Jose Camacho-Collados, et al.2020 · 112 citations
- Neural Models of FactualityRachel Rudinger, Aaron Steven White, Benjamin Van Durme2018 · 112 citations
- Transformer Language Models without Positional Encodings Still Learn Positional InformationarXiv:2203.16634Adi Haviv, Ori Ram, Ofir Press, et al.2022 · 111 citations
- Linear Transformers Are Secretly Fast Weight ProgrammersarXiv:2102.11174Imanol Schlag, Kazuki Irie, Jurgen Schmidhuber2021 · 111 citations
- Reframing Human-AI Collaboration for Generating Free-Text ExplanationsarXiv:2112.08674Sarah Wiegreffe, Jack Hessel, Swabha Swayamdipta, et al.2021 · 111 citations
- Efficient Large Language Models: A SurveyarXiv:2312.03863Zhongwei Wan, Xin Wang, Che Liu, et al.2023 · 110 citations
- RouteLLM: Learning to Route LLMs with Preference DataarXiv:2406.18665Isaac Ong, Amjad Almahairi, Vincent Wu, et al.2024 · 109 citations
- AMR-To-Text Generation with Graph TransformerTransactions of the Association for Computational Linguistics (TACL)Tianming Wang, Xiaojun Wan, Hanqi Jin2020 · 108 citations
- Rethinking Document-level Neural Machine TranslationFindings of the Association for Computational LinguisticsZewei Sun, Mingxuan Wang, Hao Zhou, et al.2022 · 107 citations
- CausaLM: Causal Model Explanation Through Counterfactual Language ModelsComputational LinguisticsAmir Feder, Nadav Oved, Uri Shalit, et al.2021 · 107 citations
- An Empirical Study of Pre-trained Transformers for Arabic Information ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Wuwei Lan, Yang Chen, Wei Xu, et al.2020 · 107 citations
- DAPPLE: A Pipelined Data Parallel Approach for Training Large ModelsarXiv:2007.01045Shiqing Fan, Yi Rong, Chen Meng, et al.2020 · 107 citations
- Offensive Language and Hate Speech Detection for DanishLanguage Resources and Evaluation Conference (LREC)Gudbjartur Ingi Sigurbergsson, Leon Derczynski2020 · 107 citations
- Uncertain Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Tongfei Chen, Zhengping Jiang, Adam Poliak, et al.2020 · 107 citations
- Studying Large Language Model Generalization with Influence FunctionsarXiv:2308.03296Roger Grosse, Juhan Bae, Cem Anil, et al.2023 · 105 citations
- DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment ClassificationProceedings of the AAAI Conference on Artificial IntelligenceLibo Qin, Wanxiang Che, Yangming Li, et al.2020 · 105 citations
- Text-Free Prosody-Aware Generative Spoken Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Eugene Kharitonov, Ann Lee, Adam Polyak, et al.2022 · 104 citations
- An Annotated Dataset of Coreference in English LiteratureDavid Bamman, Olivia Lewke, Anya Mansoor2020 · 103 citations
- Exact Hard Monotonic Attention for Character-Level TransductionAnnual Meeting of the Association for Computational Linguistics (ACL)Shijie Wu, Ryan Cotterell2019 · 103 citations
- Exploiting Monolingual Data at Scale for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Lijun Wu, Yiren Wang, Yingce Xia, et al.2019 · 103 citations
- Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei Lu2022 · 102 citations
- Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex WordsValentin, Hofmann2021 · 102 citations
- Simulating Action Dynamics with Neural Process NetworksarXiv:1711.05313Antoine Bosselut, Omer Levy, Ari Holtzman, et al.2017 · 102 citations
- AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the WebarXiv:2305.13117Michael Schlichtkrull, Zhijiang Guo, Andreas Vlachos2023 · 101 citations
- Evaluating Attribution in Dialogue Systems: The BEGIN BenchmarkTransactions of the Association for Computational Linguistics (TACL)Nouha Dziri, Hannah Rashkin, Tal Linzen, et al.2022 · 100 citations
- Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation InstructionsTransactions of the Association for Computational Linguistics (TACL)Jiahuan Li, Hao Zhou, Shujian Huang, et al.2024 · 99 citations
- Executing Instructions in Situated Collaborative InteractionsConference on Empirical Methods in Natural Language Processing (EMNLP)Alane Suhr, Claudia Yan, Charlotte Schluger, et al.2019 · 99 citations
- A Joint Sequential and Relational Model for Frame-Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Bishan Yang, Tom Mitchell2017 · 98 citations
- LoRA+: Efficient Low Rank Adaptation of Large ModelsarXiv:2402.12354Soufiane Hayou, Nikhil Ghosh, Bin Yu2024 · 97 citations
- Dataset DistillationarXiv:1811.10959Tongzhou Wang, Jun-Yan Zhu, Antonio Torralba, et al.2018 · 97 citations
- Don't Throw Those Morphological Analyzers Away Just Yet: Neural Morphological Disambiguation for ArabicNasser Zalmout, Nizar Habash2017 · 97 citations
- TextGrad: Automatic "Differentiation" via TextarXiv:2406.07496Mert Yuksekgonul, Federico Bianchi, Joseph Boen, et al.2024 · 96 citations
- Faithfulness Tests for Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL)Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, et al.2023 · 96 citations
- MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Yulin Chen, Ning Ding, et al.2022 · 96 citations
- Cross-Domain Label-Adaptive Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Momchil Hardalov, Arnav Arora, Preslav Nakov, et al.2021 · 96 citations
- f-Divergence Minimization for Sequence-Level Knowledge DistillationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuqiao Wen, Zichao Li, Wenyu Du, et al.2023 · 92 citations
- Multiattentive Recurrent Neural Network Architecture for Multilingual Readability AssessmentTransactions of the Association for Computational Linguistics (TACL)Ion Madrazo Azpiazu, Maria Soledad Pera2019 · 92 citations
- Language Agents as Optimizable GraphsarXiv:2402.16823Mingchen Zhuge, Wenyi Wang, Louis Kirsch, et al.2024 · 91 citations
- As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other LanguagesFindings of the Association for Computational LinguisticsWietse de Vries, Malvina Nissim2021 · 91 citations
- Pre-training on high-resource speech recognition improves low-resource speech-to-text translationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sameer Bansal, Herman Kamper, Karen Livescu, et al.2019 · 91 citations
- Better & Faster Large Language Models via Multi-token PredictionarXiv:2404.19737Fabian Gloeckle, Badr Youbi Idrissi, Baptiste Roziere, et al.2024 · 90 citations
- Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewardsConference on Neural Information Processing Systems (NeurIPS)Alexandre Rame, Guillaume Couairon, Mustafa Shukor, et al.2023 · 90 citations
- Automatically Auditing Large Language Models via Discrete OptimizationarXiv:2303.04381Erik Jones, Anca Dragan, Aditi Raghunathan, et al.2023 · 89 citations
- LSTM Networks Can Perform Dynamic CountingProceedings of the Workshop on Deep Learning and Formal Languages: Building BridgesMirac Suzgun, Yonatan Belinkov, Stuart Shieber, et al.2019 · 89 citations
- CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsInternational Conference on Computational Linguistics (COLING)Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
- End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question AnsweringarXiv:2106.05346Devendra Singh Sachan, Siva Reddy, William Hamilton, et al.2021 · 88 citations
- Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented RegularizationJoint Conference on Lexical and Computational Semantics (*SEM)Kian Kenyon-Dean, Jackie Chi Kit Cheung, Doina Precup2018 · 88 citations
- Sequence-to-Sequence Data Augmentation for Dialogue Language UnderstandingInternational Conference on Computational Linguistics (COLING)Yutai Hou, Yijia Liu, Wanxiang Che, et al.2018 · 88 citations
- First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERTConference of the European Chapter of the Association for Computational Linguistics (EACL)Benjamin Muller, Yanai Elazar, Benoît Sagot, et al.2021 · 87 citations
- GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP)Jun Quan, Deyi Xiong, Bonnie Webber, et al.2019 · 87 citations
- A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov2017 · 87 citations
- Interpreting Neural Networks to Improve Politeness ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Malika Aubakirova, Mohit Bansal2016 · 87 citations
- Finding Skill Neurons in Pre-trained Transformer-based Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, et al.2022 · 85 citations
- Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment ClassificationProceedings of the AAAI Conference on Artificial IntelligenceLibo Qin, Zhouyang Li, Wanxiang Che, et al.2020 · 85 citations
- Extreme Compression of Large Language Models via Additive QuantizationInternational Conference on Machine Learning (ICML)Vage Egiazarian, Andrei Panferov, Denis Kuznedelev, et al.2024 · 84 citations
- AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq ModelarXiv:2208.01448Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, et al.2022 · 84 citations
- Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, et al.2018 · 84 citations
- Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-ConsciousnessConference on Empirical Methods in Natural Language Processing (EMNLP)Hyunwoo Kim, Byeongchang Kim, Gunhee Kim2020 · 83 citations
- Zeus: Understanding and Optimizing GPU Energy Consumption of DNN TrainingarXiv:2208.06102Jie You, Jae-Won Chung, Mosharaf Chowdhury2022 · 82 citations
- Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?Transactions of the Association for Computational Linguistics (TACL)Sorami Hisamoto, Matt Post, Kevin Duh2020 · 82 citations
- Stance Prediction and Claim Verification: An Arabic PerspectiveFact Extraction and VERification Workshop (FEVER)Jude Khouja2020 · 82 citations
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