Works of Association for Computational Linguistics
- Using Document Level Cross-Event Inference to Improve Event ExtractionShasha Liao, Ralph Grishman2010 · 407 citations
- Using Syntax to Disambiguate Explicit Discourse Connectives in TextEmily Pitler, Ani Nenkova2009 · 407 citations
- BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 406 citations
- Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based ProjectionsDipanjan Das, Slav Petrov2011 · 406 citations
- UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsTianbao Xie, Chen Henry Wu, Peng Shi, et al.2022 · 405 citations
- Generating Sentences by Editing PrototypesKelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, et al.2017 · 404 citations
- Nested Named Entity RecognitionJenny Rose Finkel, Christopher D. Manning2009 · 403 citations
- Characterizing the Errors of Data-Driven Dependency Parsing ModelsRyan McDonald, Joakim Nivre2007 · 403 citations
- Social Biases in NLP Models as Barriers for Persons with DisabilitiesBen Hutchinson, Vinodkumar Prabhakaran, Emily Denton, et al.2020 · 402 citations
- A Smorgasbord of Features for Statistical Machine TranslationFranz Josef Och, Daniel Gildea, Sanjeev Khudanpur, et al.2004 · 402 citations
- Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
- Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsAndrea Madotto, Chien-Sheng Wu, Pascale Fung2018 · 401 citations
- Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian2017 · 401 citations
- Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMsMiguel Ballesteros, Chris Dyer, Noah A. Smith2015 · 401 citations
- Compressing BERT: Studying the Effects of Weight Pruning on Transfer LearningMitchell Gordon, Kevin Duh, Nicholas Andrews2020 · 400 citations
- Neural Architectures for Nested NER through LinearizationJana Straková, Milan Straka, Jan Hajic2019 · 400 citations
- A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 399 citations
- DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-ExpertsAlisa Liu, Maarten Sap, Ximing Lu, et al.2021 · 399 citations
- LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language ModelsZhiqiang Hu, Lei Wang, Yihuai Lan, et al.2023 · 398 citations
- LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.2022 · 398 citations
- Automatic Prompt Optimization with “Gradient Descent” and Beam SearchReid Pryzant, Dan Iter, Jerry Li, et al.2023 · 397 citations
- QMSum: A New Benchmark for Query-based Multi-domain Meeting SummarizationMing Zhong, Da Yin, Tao Yu, et al.2021 · 397 citations
- Construction of the Literature Graph in Semantic ScholarWaleed Ammar, Dirk Groeneveld, Chandra Bhagavatula, et al.2018 · 397 citations
- UMBC_EBIQUITY-CORE: Semantic Textual Similarity SystemsLushan Han, Abhay L. Kashyap, Tim Finin, et al.2013 · 397 citations
- Mixture-Model Adaptation for SMTGeorge Foster, Roland Kuhn2007 · 397 citations
- Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie Pavlick2022 · 396 citations
- A Unified Generative Framework for Aspect-based Sentiment AnalysisHang Yan, Junqi Dai, Tuo Ji, et al.2021 · 396 citations
- TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceFengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 396 citations
- Disentangled Representation Learning for Non-Parallel Text Style TransferVineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 396 citations
- On the Limitations of Unsupervised Bilingual Dictionary InductionAnders Søgaard, Sebastian Ruder, Ivan Vulić2018 · 396 citations
- Parsing the Wall Street Journal using a Lexical-Functional Grammar and Discriminative Estimation TechniquesStefan Riezler, Tracy H. King, Ronald M. Kaplan, et al.2002 · 396 citations
- URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectorsPatrick Littell, David R. Mortensen, Ke Lin, et al.2017 · 394 citations
- Linguistic Models for Analyzing and Detecting Biased LanguageMarta Recasens, Cristian Danescu-Niculescu-Mizil, Dan Jurafsky2013 · 394 citations
- Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
- Identifying Word Translations in Non-Parallel TextsReinhard Rapp1995 · 394 citations
- A Challenge Dataset and Effective Models for Aspect-Based Sentiment AnalysisQingnan Jiang, Lei Chen, Ruifeng Xu, et al.2019 · 393 citations
- A Unified Generative Framework for Various NER SubtasksHang Yan, Tao Gui, Junqi Dai, et al.2021 · 392 citations
- Towards Emotional Support Dialog SystemsSiyang Liu, Chujie Zheng, Orianna Demasi, et al.2021 · 391 citations
- That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsWilliam Yang Wang, Diyi Yang2015 · 391 citations
- Sentence Simplification by Monolingual Machine TranslationSander Wubben, Antal van den Bosch, Emiel Krahmer2012 · 391 citations
- Tuning as RankingMark Hopkins, Jonathan May2011 · 391 citations
- Cross-lingual Transfer Learning for Multilingual Task Oriented DialogSebastian Schuster, Sonal Gupta, Rushin Shah, et al.2019 · 390 citations
- Cheap and Fast – But is it Good? Evaluating Non-Expert Annotations for Natural Language TasksRion Snow, Brendan O'Connor, Daniel Jurafsky, et al.2008 · 390 citations
- BPE-Dropout: Simple and Effective Subword RegularizationIvan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
- The Third International Chinese Language Processing Bakeoff: Word Segmentation and Named Entity RecognitionGina-Anne Levow2006 · 389 citations
- Combating Adversarial Misspellings with Robust Word RecognitionDanish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 388 citations
- DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 388 citations
- Inside-Outside Reestimation From Partially Bracketed CorporaFernando Pereira, Yves Schabes1992 · 388 citations
- METEOR: An Automatic Metric for MT Evaluation with High Levels of Correlation with Human JudgmentsAlon Lavie, Abhaya Agarwal2007 · 387 citations
- Beam Search Strategies for Neural Machine TranslationMarkus Freitag, Yaser Al-Onaizan2017 · 386 citations
- Immediate-Head Parsing for Language ModelsEugene Charniak2001 · 386 citations
- Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation MetricsNitika Mathur, Timothy Baldwin, Trevor Cohn2020 · 385 citations
- Pooled Contextualized Embeddings for Named Entity RecognitionAlan Akbik, Tanja Bergmann, Roland Vollgraf2019 · 385 citations
- Automatic Extraction of Subcategorization from CorporaTed Briscoe, John Carroll1997 · 385 citations
- A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language UnderstandingLibo Qin, Wanxiang Che, Yangming Li, et al.2019 · 384 citations
- Query Rewriting in Retrieval-Augmented Large Language ModelsXinbei Ma, Yeyun Gong, Pengcheng He, et al.2023 · 383 citations
- Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling MechanismsDinghan Shen, Guoyin Wang, Wenlin Wang, et al.2018 · 383 citations
- Gender and Representation Bias in GPT-3 Generated StoriesLi Lucy, David Bamman2021 · 382 citations
- Dialogue Natural Language InferenceSean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 382 citations
- A New String-to-Dependency Machine Translation Algorithm with a Target Dependency Language ModelLibin Shen, Jinxi Xu, Ralph Weischedel2008 · 382 citations
- Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question ComplexitySoyeong Jeong, Jinheon Baek, Sukmin Cho, et al.2024 · 381 citations
- Learning from Bullying Traces in Social MediaJun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, et al.2012 · 381 citations
- A fully Bayesian approach to unsupervised part-of-speech taggingSharon Goldwater, Tom Griffiths2007 · 380 citations
- Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 379 citations
- Open Sesame: Getting inside BERT's Linguistic KnowledgeYongjie Lin, Yi Chern Tan, Robert Frank2019 · 379 citations
- Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
- Text Understanding with the Attention Sum Reader NetworkRudolf Kadlec, Martin Schmid, Ondrej Bajgar, et al.2016 · 379 citations
- Emerging Cross-lingual Structure in Pretrained Language ModelsAlexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 378 citations
- A Neural Layered Model for Nested Named Entity RecognitionMeizhi Ju, Makoto Miwa, Sophia Ananiadou2018 · 378 citations
- ETC: Encoding Long and Structured Inputs in TransformersJoshua Ainslie, Santiago Ontañón, Chris Alberti, et al.2020 · 377 citations
- Neural Machine Translation with Extended ContextJörg Tiedemann, Yves Scherrer2017 · 377 citations
- Representing Discourse Coherence: A Corpus-Based StudyFlorian Wolf, Edward Gibson2005 · 377 citations
- Paragraph-level Neural Question Generation with Maxout Pointer and Gated Self-attention NetworksYao Zhao, Xiaochuan Ni, Yuanyuan Ding, et al.2018 · 376 citations
- Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 376 citations
- A Scalable Global Model for SummarizationDan Gillick, Benoit Favre2009 · 376 citations
- MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
- Multilingual Models for Compositional Distributed SemanticsKarl Moritz Hermann, Phil Blunsom2014 · 375 citations
- Probabilistic CFG with Latent AnnotationsTakuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii2005 · 375 citations
- FastBERT: a Self-distilling BERT with Adaptive Inference TimeWeijie Liu, Peng Zhou, Zhiruo Wang, et al.2020 · 374 citations
- Crowdsourcing Translation: Professional Quality from Non-ProfessionalsOmar F. Zaidan, Chris Callison-Burch2011 · 374 citations
- JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesŽeljko Agić, Ivan Vulić2019 · 373 citations
- A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersPradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 372 citations
- cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation ModelsChris Dyer, Adam Lopez, Juri Ganitkevitch, et al.2010 · 372 citations
- Improving Lexical Embeddings with Semantic KnowledgeMo Yu, Mark Dredze2014 · 371 citations
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event ExtractionYaojie Lu, Hongyu Lin, Jin Xu, et al.2021 · 370 citations
- Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu, et al.2020 · 370 citations
- Knowledge-Enriched Transformer for Emotion Detection in Textual ConversationsPeixiang Zhong, Di Wang, Chunyan Miao2019 · 370 citations
- Question Generation for Question AnsweringNan Duan, Duyu Tang, Peng Chen, et al.2017 · 370 citations
- The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
- Learning for Semantic Parsing with Statistical Machine TranslationYuk Wah Wong, Raymond Mooney2006 · 370 citations
- What makes a good conversation? How controllable attributes affect human judgmentsAbigail See, Stephen Roller, Douwe Kiela, et al.2019 · 369 citations
- Metaphor Detection with Cross-Lingual Model TransferYulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.2014 · 369 citations
- Intricacies of Collins' Parsing ModelDaniel M. Bikel2004 · 369 citations
- Large Language Models Are Reasoning TeachersNamgyu Ho, Laura Schmid, Se-Young Yun2023 · 368 citations
- Heterogeneous Graph Neural Networks for Extractive Document SummarizationDanqing Wang, Pengfei Liu, Yining Zheng, et al.2020 · 368 citations
- Improving the Transformer Translation Model with Document-Level ContextJiacheng Zhang, Huanbo Luan, Maosong Sun, et al.2018 · 368 citations
- WASSA-2017 Shared Task on Emotion IntensitySaif Mohammad, Felipe Bravo-Marquez2017 · 368 citations
- Political Ideology Detection Using Recursive Neural NetworksMohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.2014 · 368 citations
- Pointwise Prediction for Robust, Adaptable Japanese Morphological AnalysisGraham Neubig, Yosuke Nakata, Shinsuke Mori2011 · 368 citations
- Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodXuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 366 citations
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