Who cites «Adam: A Method for Stochastic Optimization»
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- Learning a SAT Solver from Single-Bit SupervisionarXiv:1802.03685Daniel Selsam, Matthew Lamm, Benedikt Bünz, et al.2018 · 232 citations
- End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2Annual Meeting of the Association for Computational Linguistics (ACL)Donghoon Ham, Jeong-Gwan Lee, Youngsoo Jang, et al.2020 · 230 citations
- Cross-topic Argument Mining from Heterogeneous SourcesConference on Empirical Methods in Natural Language Processing (EMNLP)Christian Stab, Tristan Miller, Benjamin Schiller, et al.2018 · 229 citations
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- The Importance of Being Recurrent for Modeling Hierarchical StructureConference on Empirical Methods in Natural Language Processing (EMNLP)Ke Tran, Arianna Bisazza, Christof Monz2018 · 228 citations
- Tracking the World State with Recurrent Entity NetworksInternational Conference on Learning Representations (ICLR)Mikael Henaff, Jason Weston, Arthur Szlam, et al.2016 · 228 citations
- Tower: An Open Multilingual Large Language Model for Translation-Related TasksarXiv:2402.17733Duarte M. Alves, Jose Pombal, Nuno M. Guerreiro, et al.2024 · 227 citations
- MTNT: A Testbed for Machine Translation of Noisy TextConference on Empirical Methods in Natural Language Processing (EMNLP)Paul Michel, Graham Neubig2018 · 227 citations
- Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 225 citations
- Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging TasksarXiv:1801.07772 · IJCNLP 8 (2017), volume 1, 1-10Yonatan Belinkov, Lluis Marquez, Hassan Sajjad, et al.2017 · 225 citations
- Visualizing and Understanding the Effectiveness of BERTConference on Empirical Methods in Natural Language Processing (EMNLP)Yaru Hao, Li Dong, Furu Wei, et al.2019 · 222 citations
- Few-Shot Charge Prediction with Discriminative Legal AttributesInternational Conference on Computational Linguistics (COLING)Zikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
- What Happens To BERT Embeddings During Fine-tuning?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPAmil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.2020 · 220 citations
- Transforming Question Answering Datasets Into Natural Language Inference DatasetsarXiv:1809.02922Dorottya Demszky, Kelvin Guu, Percy Liang2018 · 220 citations
- Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningarXiv:2209.14610Pan Lu, Liang Qiu, Kai-Wei Chang, et al.2022 · 219 citations
- SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Junyi Ao, Rui Wang, Long Zhou, et al.2022 · 219 citations
- FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative FlowConference on Empirical Methods in Natural Language Processing (EMNLP)Xuezhe Ma, Chunting Zhou, Xian Li, et al.2019 · 218 citations
- Probing the Need for Visual Context in Multimodal Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ozan Caglayan, Pranava Madhyastha, Lucia Specia, et al.2019 · 217 citations
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionMatt Deitke, Christopher Clark, Sangho Lee, et al.2024 · 216 citations
- You Impress Me: Dialogue Generation via Mutual Persona PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Qian Liu, Yihong Chen, Bei Chen, et al.2020 · 215 citations
- Extractive Summarization of Long Documents by Combining Global and Local ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Wen Xiao, Giuseppe Carenini2019 · 214 citations
- Content Selection in Deep Learning Models of SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Chris Kedzie, Kathleen McKeown, Hal Daumé III2018 · 214 citations
- Challenges in Detoxifying Language ModelsFindings of the Association for Computational LinguisticsJohannes Welbl, Amelia Glaese, Jonathan Uesato, et al.2021 · 213 citations
- TernaryBERT: Distillation-aware Ultra-low Bit BERTConference on Empirical Methods in Natural Language Processing (EMNLP)Wei Zhang, Lu Hou, Yichun Yin, et al.2020 · 213 citations
- Compositional Attention Networks for Machine ReasoningarXiv:1803.03067Drew A. Hudson, Christopher D. Manning2018 · 213 citations
- Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bing Liu, Gokhan Tür, Dilek Hakkani-Tür, et al.2018 · 213 citations
- What matters when building vision-language models?Conference on Neural Information Processing Systems (NeurIPS)Hugo Laurençon, Leo Tronchon, Matthieu Cord, et al.2024 · 212 citations
- Syntax for Semantic Role Labeling, To Be, Or Not To BeAnnual Meeting of the Association for Computational Linguistics (ACL)Shexia He, Zuchao Li, Hai Zhao, et al.2018 · 212 citations
- Deep Multitask Learning for Semantic Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Peng, Sam Thomson, Noah A. Smith2017 · 211 citations
- Logical Natural Language Generation from Open-Domain TablesAnnual Meeting of the Association for Computational Linguistics (ACL)Wenhu Chen, Jianshu Chen, Yu Su, et al.2020 · 210 citations
- What Can Transformers Learn In-Context? A Case Study of Simple Function ClassesConference on Neural Information Processing Systems (NeurIPS)Shivam Garg, Dimitris Tsipras, Percy Liang, et al.2022 · 209 citations
- On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nouha Dziri, Sivan Milton, Mo Yu, et al.2022 · 208 citations
- Merging Models with Fisher-Weighted AveragingConference on Neural Information Processing Systems (NeurIPS)Michael Matena, Colin Raffel2021 · 208 citations
- Entities as Experts: Sparse Memory Access with Entity SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP)Thibault Févry, Livio Baldini Soares, Nicholas FitzGerald, et al.2020 · 208 citations
- NExT-GPT: Any-to-Any Multimodal LLMarXiv:2309.05519Shengqiong Wu, Hao Fei, Leigang Qu, et al.2023 · 207 citations
- Automated Concatenation of Embeddings for Structured PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyu Wang, Yong Jiang, Nguyen Bach, et al.2021 · 206 citations
- CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From CharactersInternational Conference on Computational Linguistics (COLING)Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, et al.2020 · 206 citations
- Nematus: a Toolkit for Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL)Rico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 206 citations
- Contextualizing Hate Speech Classifiers with Post-hoc ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, et al.2020 · 205 citations
- On the Effectiveness of Adapter-based Tuning for Pretrained Language Model AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL)Ruidan He, Linlin Liu, Hai Ye, et al.2021 · 204 citations
- DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Bosheng Ding, Linlin Liu, Lidong Bing, et al.2020 · 203 citations
- AlphaEvolve: A coding agent for scientific and algorithmic discoveryarXiv:2506.13131Alexander Novikov, Ngân Vũ, Marvin Eisenberger, et al.2025 · 202 citations
- CTRLsum: Towards Generic Controllable Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Junxian He, Wojciech Kryscinski, Bryan McCann, et al.2022 · 201 citations
- Compound Probabilistic Context-Free Grammars for Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yoon Kim, Chris Dyer, Alexander Rush2019 · 201 citations
- IndicTrans2: Towards High-Quality and Accessible Machine Translation Models for all 22 Scheduled Indian LanguagesarXiv:2305.16307Jay Gala, Pranjal A. Chitale, Raghavan AK, et al.2023 · 200 citations
- Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuningConference on Empirical Methods in Natural Language Processing (EMNLP)Runxin Xu, Fuli Luo, Zhiyuan Zhang, et al.2021 · 200 citations
- Multimodal Transformer for Multimodal Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Shaowei Yao, Xiaojun Wan2020 · 200 citations
- Improving Passage Retrieval with Zero-Shot Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Devendra Sachan, Mike Lewis, Mandar Joshi, et al.2022 · 199 citations
- Improved Lexically Constrained Decoding for Translation and Monolingual RewritingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)J. Edward Hu, Huda Khayrallah, Ryan Culkin, et al.2019 · 199 citations
- Denoising Distantly Supervised Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Yankai Lin, Haozhe Ji, Zhiyuan Liu, et al.2018 · 199 citations
- Neural Metaphor Detection in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Ge Gao, Eunsol Choi, Yejin Choi, et al.2018 · 198 citations
- Design Challenges and Misconceptions in Neural Sequence LabelingInternational Conference on Computational Linguistics (COLING)Jie Yang, Shuailong Liang, Yue Zhang2018 · 197 citations
- Efficient and Robust Question Answering from Minimal Context over DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Richard Socher, et al.2018 · 197 citations
- Authorship Attribution for Neural Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Adaku Uchendu, Thai Le, Kai Shu, et al.2020 · 196 citations
- End-to-End Slot Alignment and Recognition for Cross-Lingual NLUConference on Empirical Methods in Natural Language Processing (EMNLP)Weijia Xu, Batool Haider, Saab Mansour2020 · 194 citations
- Where is Your Evidence: Improving Fact-checking by Justification ModelingFact Extraction and VERification Workshop (FEVER)Tariq Alhindi, Savvas Petridis, Smaranda Muresan2018 · 194 citations
- Graph Convolutional Encoders for Syntax-aware Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jasmijn Bastings, Ivan Titov, Wilker Aziz, et al.2017 · 194 citations
- Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningTransactions of the Association for Computational Linguistics (TACL)Zhijiang Guo, Yan Zhang, Zhiyang Teng, et al.2019 · 193 citations
- Large-Scale Multi-Domain Belief Tracking with Knowledge SharingAnnual Meeting of the Association for Computational Linguistics (ACL)Osman Ramadan, Paweł Budzianowski, Milica Gašić2018 · 192 citations
- DataComp-LM: In search of the next generation of training sets for language modelsConference on Neural Information Processing Systems (NeurIPS)Jeffrey Li, Alex Fang, Georgios Smyrnis, et al.2024 · 191 citations
- When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Benjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 191 citations
- Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Kushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, et al.2022 · 190 citations
- Enhancing Factual Consistency of Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chenguang Zhu, William Hinthorn, Ruochen Xu, et al.2021 · 190 citations
- Packed Levitated Marker for Entity and Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Deming Ye, Yankai Lin, Peng Li, et al.2022 · 189 citations
- Gradient-based Adversarial Attacks against Text TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, et al.2021 · 189 citations
- Transformers without Tears: Improving the Normalization of Self-AttentionarXiv:1910.05895Toan Q. Nguyen, Julian Salazar2019 · 189 citations
- End-to-End Differentiable ProvingarXiv:1705.11040Tim Rocktäschel, Sebastian Riedel2017 · 188 citations
- AudioCaps: Generating Captions for Audios in The WildConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, et al.2019 · 187 citations
- TABBIE: Pretrained Representations of Tabular DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hiroshi Iida, Dung Thai, Varun Manjunatha, et al.2021 · 186 citations
- Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine TranslationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, et al.2019 · 185 citations
- Improving Word Sense Disambiguation in Neural Machine Translation with Sense EmbeddingsConference on Machine Translation (WMT)Annette Rios Gonzales, Laura Mascarell, Rico Sennrich2017 · 185 citations
- GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical ReasoningFindings of the Association for Computational LinguisticsJiaqi Chen, Jianheng Tang, Jinghui Qin, et al.2021 · 184 citations
- Adapting Language Models to Compress ContextsConference on Empirical Methods in Natural Language Processing (EMNLP)Alexis Chevalier, Alexander Wettig, Anirudh Ajith, et al.2023 · 182 citations
- Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm DetectionFindings of the Association for Computational LinguisticsHongliang Pan, Zheng Lin, Peng Fu, et al.2020 · 182 citations
- 8-bit Optimizers via Block-wise QuantizationarXiv:2110.02861Tim Dettmers, Mike Lewis, Sam Shleifer, et al.2021 · 181 citations
- Modeling Empathy and Distress in Reaction to News StoriesConference on Empirical Methods in Natural Language Processing (EMNLP)Sven Buechel, Anneke Buffone, Barry Slaff, et al.2018 · 181 citations
- Neural Discourse Structure for Text CategorizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yangfeng Ji, Noah A. Smith2017 · 181 citations
- Glancing Transformer for Non-Autoregressive Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Lihua Qian, Hao Zhou, Yu Bao, et al.2021 · 180 citations
- A neural interlingua for multilingual machine translationConference on Machine Translation: Research PapersYichao Lu, Phillip Keung, Faisal Ladhak, et al.2018 · 180 citations
- LESS: Selecting Influential Data for Targeted Instruction TuningarXiv:2402.04333Mengzhou Xia, Sadhika Malladi, Suchin Gururangan, et al.2024 · 178 citations
- Non-Autoregressive Machine Translation with Latent AlignmentsConference on Empirical Methods in Natural Language Processing (EMNLP)Chitwan Saharia, William Chan, Saurabh Saxena, et al.2020 · 178 citations
- BASE Layers: Simplifying Training of Large, Sparse ModelsarXiv:2103.16716Mike Lewis, Shruti Bhosale, Tim Dettmers, et al.2021 · 177 citations
- Editing-Based SQL Query Generation for Cross-Domain Context-Dependent QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP)Rui Zhang, Tao Yu, Heyang Er, et al.2019 · 177 citations
- The IIT Bombay English-Hindi Parallel CorpusLanguage Resources and Evaluation Conference (LREC)Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya2018 · 177 citations
- Order-Embeddings of Images and LanguagearXiv:1511.06361Ivan Vendrov, Ryan Kiros, Sanja Fidler, et al.2015 · 177 citations
- KGPT: Knowledge-Grounded Pre-Training for Data-to-Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Wenhu Chen, Yu Su, Xifeng Yan, et al.2020 · 174 citations
- Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Shiyue Zhang, Mohit Bansal2019 · 174 citations
- Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Arthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 173 citations
- Measuring abstract reasoning in neural networksarXiv:1807.04225David G. T. Barrett, Felix Hill, Adam Santoro, et al.2018 · 173 citations
- Aya 23: Open Weight Releases to Further Multilingual ProgressarXiv:2405.15032Viraat Aryabumi, John Dang, Dwarak Talupuru, et al.2024 · 172 citations
- Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak SupervisionarXiv:2312.09390Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, et al.2023 · 172 citations
- ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiyu Chen, Shiyang Li, Charese Smiley, et al.2022 · 172 citations
- Soft Contextual Data Augmentation for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Fei Gao, Jinhua Zhu, Lijun Wu, et al.2019 · 172 citations
- DeepProbLog: Neural Probabilistic Logic ProgrammingarXiv:1805.10872Robin Manhaeve, Sebastijan Dumančić, Angelika Kimmig, et al.2018 · 172 citations
- Detecting Harmful Memes and Their TargetsFindings of the Association for Computational LinguisticsShraman Pramanick, Dimitar Dimitrov, Rituparna Mukherjee, et al.2021 · 171 citations
- Zero-Shot Cross-Lingual Transfer with Meta LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Farhad Nooralahzadeh, Giannis Bekoulis, Johannes Bjerva, et al.2020 · 171 citations
- Quark: Controllable Text Generation with Reinforced UnlearningConference on Neural Information Processing Systems (NeurIPS)Ximing Lu, Sean Welleck, Jack Hessel, et al.2022 · 170 citations
- DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world ApplicationsarXiv:1711.05073Wei He, Kai Liu, Jing Liu, et al.2017 · 170 citations
- GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak PromptsarXiv:2309.10253Jiahao Yu, Xingwei Lin, Zheng Yu, et al.2023 · 169 citations
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