Papers of 2022 — page 1262 papers · all years1 2 3"You might think about slightly revising the title": Identifying Hedges in Peer-tutoring InteractionsYann Raphalen, Chloé Clavel, Justine CassellEnglishA Dependency Treebank of Spoken Second Language EnglishKristopher Kyle, Masaki Eguchi, Aaron Miller, et al.Mova's core listA history of EnglishMíša Hejná, George WalkdenEnglishA Holistic Approach to Undesired Content Detection in the Real WorldTodor Markov, Chong Zhang, Sandhini Agarwal, et al.arXiv:2208.03274A Paradigm Change for Formal Syntax: Computational Algorithms in the Grammar of EnglishAnat NinioEnglishA Second Wave of UD Hebrew Treebanking and Cross-Domain ParsingAmir Zeldes, Nick Howell, Noam Ordan, et al.Modern HebrewA Survey in Automatic Irony Processing: Linguistic, Cognitive, and Multi-X PerspectivesQingcheng Zeng, An-Ran LiEnglishA Survey on Automated Fact-CheckingZhijiang Guo, Michael Schlichtkrull, Andreas VlachosTransactions of the Association for…A Universal Dependencies Treebank of Ancient HebrewDaniel G. Swanson, Francis M. TyersAncient HebrewA-OKVQA: A Benchmark for Visual Question Answering using World KnowledgeDustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.arXiv:2206.01718ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsChantal Amrhein, Nikita Moghe, Liane GuillouMachine translationActive Example Selection for In-Context LearningYiming Zhang, Shi Feng, Chenhao TanProceedings of the 2022 Conference on Empirical…Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningJesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, et al.Proceedings of the 29th International…AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence LevelAmit Seker, Elron Bandel, Dan Bareket, et al.Modern HebrewAnalysis of Participants in the Second Major Division of NumbersGyusang JinAncient HebrewAnnotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.Proceedings of the 2022 Conference of the North…ASQA: Factoid Questions Meet Long-Form AnswersIvan Stelmakh, Yi Luan, Bhuwan Dhingra, et al.Proceedings of the 2022 Conference on Empirical…Attributed Question Answering: Evaluation and Modeling for Attributed Large Language ModelsBernd Bohnet, Vinh Q. Tran, Pat Verga, et al.arXiv:2212.08037AudioLM: a Language Modeling Approach to Audio GenerationZalan Borsos, Raphael Marinier, Damien Vincent, et al.arXiv:2209.03143Autoformalization with Large Language ModelsYuhuai Wu, Albert Q. Jiang, Wenda Li, et al.arXiv:2205.12615Automatic Chain of Thought Prompting in Large Language ModelsZhuosheng Zhang, Aston Zhang, Mu Li, et al.arXiv:2210.03493Automatic Dialect Density Estimation for African American EnglishAlexander Johnson, Kevin Everson, Vijay Ravi, et al.EnglishBBQ: A hand-built bias benchmark for question answeringAlicia Parrish, Angelica Chen, Nikita Nangia, et al.Findings of the Association for Computational…BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language modelBrooke Stephenson, Laurent Besacier, Laurent Girin, et al.EnglishBERTopic: Neural topic modeling with a class-based TF-IDF procedureMaarten GrootendorstarXiv:2203.05794Beyond neural scaling laws: beating power law scaling via data pruningBen Sorscher, Robert Geirhos, Shashank Shekhar, et al.arXiv:2206.14486Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsAarohi Srivastava, Abhinav Rastogi, Abhishek Rao, et al.arXiv:2206.04615 · Transactions on Machine…Binding Language Models in Symbolic LanguagesZhoujun Cheng, Tianbao Xie, Peng Shi, et al.arXiv:2210.02875BlenderBot 3: a deployed conversational agent that continually learns to responsibly engageKurt Shuster, Jing Xu, Mojtaba Komeili, et al.arXiv:2208.03188BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationJunnan Li, Dongxu Li, Caiming Xiong, et al.arXiv:2201.12086BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationYuchen Jiang, Tianyu Liu, Shuming Ma, et al.Proceedings of the 2022 Conference of the North…BRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.Proceedings of the 60th Annual Meeting of the…BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement LogicYulin Chen; Beishui Liao; Bruno Bentzen; Bo Yuan; Zelai Yao; Haixiao Chi;, Dov GabbayAramaicCamel Treebank: An Open Multi-genre Arabic Dependency TreebankNizar Habash, Muhammed AbuOdeh, Dima Taji, et al.Semitic languagesCamelira: An Arabic Multi-Dialect Morphological DisambiguatorOssama Obeid, Go Inoue, Nizar HabashSemitic languagesCan language models capture syntactic associations without surface cues? A case study of reflexive anaphor licensing in English control constructionsSoo-Hwan Lee, Sebastian SchusterEnglishCan language models learn from explanations in context?Andrew Lampinen, Ishita Dasgupta, Stephanie Chan, et al.Findings of the Association for Computational…Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsJason Wei, Xuezhi Wang, Dale Schuurmans, et al.arXiv:2201.11903Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.Proceedings of the 60th Annual Meeting of the…ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.Findings of the Association for Computational…Classifier-Free Diffusion GuidanceJonathan Ho, Tim SalimansarXiv:2207.12598CoCa: Contrastive Captioners are Image-Text Foundation ModelsJiahui Yu, Zirui Wang, Vijay Vasudevan, et al.arXiv:2205.01917CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement LearningHung Le, Yue Wang, Akhilesh Deepak Gotmare, et al.arXiv:2207.01780ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.Proceedings of the 2022 Conference of the North…COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared TaskRicardo Rei, José G. C. de Souza, Duarte Alves, et al.Proceedings of the Seventh Conference on…CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared TaskRicardo Rei, Marcos Treviso, Nuno M. Guerreiro, et al.Proceedings of the Seventh Conference on…Competition-Level Code Generation with AlphaCodeYujia Li, David Choi, Junyoung Chung, et al.arXiv:2203.07814Complexity-Based Prompting for Multi-Step ReasoningYao Fu, Hao Peng, Ashish Sabharwal, et al.arXiv:2210.00720Constitutional AI: Harmlessness from AI FeedbackYuntao Bai, Saurav Kadavath, Sandipan Kundu, et al.arXiv:2212.08073Contrastive Decoding: Open-ended Text Generation as OptimizationXiang Lisa Li, Ari Holtzman, Daniel Fried, et al.arXiv:2210.15097CorefUD 1.0: Coreference Meets Universal DependenciesAnna Nedoluzhko, Michal Novák, Martin Popel, et al.Mova's core listCross-Dialect Social Media Dependency Parsing for Social Scientific Entity Attribute AnalysisChloe Eggleston, Brendan O'ConnorEnglishCrosslingual Generalization through Multitask FinetuningNiklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.arXiv:2211.01786Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective AnnotationsAida Mostafazadeh Davani, Mark Díaz, Vinodkumar PrabhakaranTransactions of the Association for…Deduplicating Training Data Mitigates Privacy Risks in Language ModelsNikhil Kandpal, Eric Wallace, Colin RaffelarXiv:2202.06539DeepSpeed-MoE: Advancing Mixture-of-Experts Inference and Training to Power Next-Generation AI ScaleSamyam Rajbhandari, Conglong Li, Zhewei Yao, et al.arXiv:2201.05596Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLPOmar Khattab, Keshav Santhanam, Xiang Lisa Li, et al.arXiv:2212.14024Detection of Negative Campaign in Israeli Municipal ElectionsMarina Litvak, Natalia Vanetik, Sagiv Talker, et al.Modern HebrewDiffusion-LM Improves Controllable Text GenerationXiang Lisa Li, John Thickstun, Ishaan Gulrajani, et al.arXiv:2205.14217DiscoGeM: A Crowdsourced Corpus of Genre-Mixed Implicit Discourse RelationsMerel Scholman, Tianai Dong, Frances Yung, et al.EnglishDiscovering Language Model Behaviors with Model-Written EvaluationsEthan Perez, Sam Ringer, Kamilė Lukošiūtė, et al.arXiv:2212.09251Disentangling Indirect Answers to Yes-No Questions in Real ConversationsKrishna Sanagavarapu, Jathin Singaraju, Anusha Kakileti, et al.EnglishDo As I Can, Not As I Say: Grounding Language in Robotic AffordancesMichael Ahn, Anthony Brohan, Noah Brown, et al.arXiv:2204.01691Do Bashal and Hepsō really mean 'boil'? A preliminary study in the semantics of biblical Hebrew and Septuagint GreekDouglas T. MangumAncient HebrewDo Prompt-Based Models Really Understand the Meaning of Their Prompts?Albert Webson, Ellie PavlickProceedings of the 2022 Conference of the North…DocAMR: Multi-Sentence AMR Representation and EvaluationTahira Naseem, Austin Blodgett, Sadhana Kumaravel, et al.Machine translationDraft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal ProofsAlbert Q. Jiang, Sean Welleck, Jin Peng Zhou, et al.arXiv:2210.12283Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningPan Lu, Liang Qiu, Kai-Wei Chang, et al.arXiv:2209.14610Editing Models with Task ArithmeticGabriel Ilharco, Marco Tulio Ribeiro, Mitchell Wortsman, et al.arXiv:2212.04089Efficient Training of Language Models to Fill in the MiddleMohammad Bavarian, Heewoo Jun, Nikolas Tezak, et al.arXiv:2207.14255Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level MetricGiorgos Vernikos, Brian Thompson, Prashant Mathur, et al.Proceedings of the Seventh Conference on…Emergent Abilities of Large Language ModelsJason Wei, Yi Tay, Rishi Bommasani, et al.arXiv:2206.07682Exploring Length Generalization in Large Language ModelsCem Anil, Yuhuai Wu, Anders Andreassen, et al.arXiv:2207.04901Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.Mova's core listFantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.Proceedings of the 60th Annual Meeting of the…FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.Transactions of the Association for…Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningHaokun Liu, Derek Tam, Mohammed Muqeeth, et al.arXiv:2205.05638Findings of the WMT 2022 Shared Task on Quality EstimationChrysoula Zerva, Frédéric Blain, Ricardo Rei, et al.Proceedings of the Seventh Conference on…Flamingo: a Visual Language Model for Few-Shot LearningJean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, et al.arXiv:2204.14198FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.arXiv:2205.12446Flow Matching for Generative ModelingYaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, et al.arXiv:2210.02747Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified FlowXingchao Liu, Chengyue Gong, Qiang LiuarXiv:2209.03003FOLIO: Natural Language Reasoning with First-Order LogicSimeng Han, Hailey Schoelkopf, Yilun Zhao, et al.arXiv:2209.00840Formal Mathematics Statement Curriculum LearningStanislas Polu, Jesse Michael Han, Kunhao Zheng, et al.arXiv:2202.01344From Pattern to Interpretation. Using Colibri Core to Detect Translation Patterns in the Peshitta.Mathias CoeckelbergsAramaicGalactica: A Large Language Model for ScienceRoss Taylor, Marcin Kardas, Guillem Cucurull, et al.arXiv:2211.09085Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsWenhao Yu, Dan Iter, Shuohang Wang, et al.arXiv:2209.10063Generating Sequences by Learning to Self-CorrectSean Welleck, Ximing Lu, Peter West, et al.arXiv:2211.00053Generating Training Data with Language Models: Towards Zero-Shot Language UnderstandingYu Meng, Jiaxin Huang, Yu Zhang, et al.arXiv:2202.04538GLM-130B: An Open Bilingual Pre-trained ModelAohan Zeng, Xiao Liu, Zhengxiao Du, et al.arXiv:2210.02414GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.Proceedings of the 60th Annual Meeting of the…GPT-NeoX-20B: An Open-Source Autoregressive Language ModelSidney Black, Stella Biderman, Eric Hallahan, et al.Proceedings of BigScience Episode \#5 –…Graph Pre-training for AMR Parsing and GenerationXuefeng Bai, Yulong Chen, Yue ZhangProceedings of the 60th Annual Meeting of the…Handling Stress in Finite-State Morphological Analyzers for Ancient Greek and Ancient HebrewDaniel G. Swanson, Francis M. TyersAncient HebrewHebrew nominals do not require functional structure above the NPBenjamin BrueningModern HebrewHierarchical Text-Conditional Image Generation with CLIP LatentsAditya Ramesh, Prafulla Dhariwal, Alex Nichol, et al.arXiv:2204.06125High Fidelity Neural Audio CompressionAlexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.arXiv:2210.13438How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflectionXiaomeng Ma, Lingyu GaoEnglishHow Much Does Lookahead Matter for Disambiguation? Partial Arabic Diacritization Case StudySaeed Esmail, Kfir Bar, Nachum DershowitzSemitic languagesHyperTree Proof Search for Neural Theorem ProvingGuillaume Lample, Marie-Anne Lachaux, Thibaut Lavril, et al.arXiv:2205.114911 2 3