📅 Papers of 2022 — page 2343 papers · all years1 2 3 4FeTaQA: Free-form Table Question AnsweringLinyong Nan, Chiachun Hsieh, Ziming Mao, et al.Transactions of the Association for…Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context ExpertsNghia T. Le, Fan Bai, Alan RitterFindings of the Association for Computational…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 IWSLT 2022 Evaluation CampaignAntonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, et al.Proceedings of the 19th International…Findings 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:2202.01344French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than EnglishAurélie Névéol, Yoann Dupont, Julien Bezançon, et al.Proceedings of the 60th Annual Meeting of the…From 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:2211.09085GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse ParsingSiyao Peng, Yang Janet Liu, Amir ZeldesProceedings of the 2nd Conference of the…Generate 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:2202.04538Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance DetectionYang Li, Jiawei YuanProceedings of the 2022 Conference on Empirical…GLM-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…GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionDanfeng Guo, Arpit Gupta, Sanchit Agarwal, et al.Proceedings of the 29th International…GuoFeng: A Benchmark for Zero Pronoun Recovery and TranslationMingzhou Xu, Longyue Wang, Derek F. Wong, et al.Proceedings of the 2022 Conference on Empirical…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:2205.11491ID10M: Idiom Identification in 10 LanguagesSimone Tedeschi, Federico Martelli, Roberto NavigliFindings of the Association for Computational…Idiomify -- Building a Collocation-supplemented Reverse Dictionary of English Idioms with Word2Vec for non-native learnersEu-Bin KimEnglishIgnore Previous Prompt: Attack Techniques For Language ModelsFabio Perez, Ian RibeiroarXiv:2211.09527IMPLI: Investigating NLI Models' Performance on Figurative LanguageKevin Stowe, Prasetya Utama, Iryna GurevychEnglishImproving alignment of dialogue agents via targeted human judgementsAmelia Glaese, Nat McAleese, Maja Trębacz, et al.arXiv:2209.14375Improving Event Coreference Resolution Using Document-level and Topic-level InformationSheng Xu, Peifeng Li, Qiaoming ZhuProceedings of the 2022 Conference on Empirical…Improving Passage Retrieval with Zero-Shot Question GenerationDevendra Sachan, Mike Lewis, Mandar Joshi, et al.Proceedings of the 2022 Conference on Empirical…Infinitivketten in biblischen und qumranischen Texten (Infinitive chains in biblical and Qumran texts)L. BindrimAncient HebrewInfusing Knowledge from Wikipedia to Enhance Stance DetectionZihao He, Negar Mokhberian, Kristina LermanProceedings of the 12th Workshop on…Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step QuestionsHarsh Trivedi, Niranjan Balasubramanian, Tushar Khot, et al.arXiv:2212.10509Internet-Augmented Dialogue GenerationMojtaba Komeili, Kurt Shuster, Jason WestonProceedings of the 60th Annual Meeting of the…Internet-augmented language models through few-shot prompting for open-domain question answeringAngeliki Lazaridou, Elena Gribovskaya, Wojciech Stokowiec, et al.arXiv:2203.05115Interpretability for Language Learners Using Example-Based Grammatical Error CorrectionMasahiro Kaneko, Sho Takase, Ayana Niwa, et al.Proceedings of the 60th Annual Meeting of the…Introducing BEREL: BERT Embeddings for Rabbinic-Encoded LanguageAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.Ancient HebrewInvestigating Reasons for Disagreement in Natural Language InferenceNan-Jiang Jiang, Marie-Catherine de MarneffeTransactions of the Association for…Investigating the Performance of Transformer-Based NLI Models on Presuppositional InferencesJad Kabbara, Jackie Chi Kit CheungProceedings of the 29th International…Is GPT-3 a Good Data Annotator?Bosheng Ding, Chengwei Qin, Linlin Liu, et al.arXiv:2212.10450Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy OptimizationRajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiante Brantley, et al.arXiv:2210.01241It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story BooksBingsheng Yao, Dakuo Wang, Tongshuang Wu, et al.EnglishIt's not Rocket Science: Interpreting Figurative Language in NarrativesTuhin Chakrabarty, Yejin Choi, Vered ShwartzResearch libraryJGLUE: Japanese General Language Understanding EvaluationKentaro Kurihara, Daisuke Kawahara, Tomohide ShibataProceedings of the Thirteenth Language…JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance DetectionBin Liang, Qinglin Zhu, Xiang Li, et al.Proceedings of the 60th Annual Meeting of the…Knowledge Unlearning for Mitigating Privacy Risks in Language ModelsJoel Jang, Dongkeun Yoon, Sohee Yang, et al.arXiv:2210.01504Label distributions help implicit discourse relation classificationFrances Yung, Kaveri Anuranjana, Merel Scholman, et al.Proceedings of the 3rd Workshop on…LAION-5B: An open large-scale dataset for training next generation image-text modelsChristoph Schuhmann, Romain Beaumont, Richard Vencu, et al.arXiv:2210.08402LaMDA: Language Models for Dialog ApplicationsRomal Thoppilan, Daniel De Freitas, Jamie Hall, et al.arXiv:2201.08239Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-ThoughtAbulhair Saparov, He HearXiv:2210.01240Language Models are Multilingual Chain-of-Thought ReasonersFreda Shi, Mirac Suzgun, Markus Freitag, et al.arXiv:2210.03057Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied AgentsWenlong Huang, Pieter Abbeel, Deepak Pathak, et al.arXiv:2201.07207Large Language Models Are Human-Level Prompt EngineersYongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, et al.arXiv:2211.01910Large language models are zero-shot reasonersTakeshi Kojima, Shixiang Shane Gu, Machel Reid, et al.Research libraryLarge Language Models Encode Clinical KnowledgeKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.arXiv:2212.13138Large Language Models Struggle to Learn Long-Tail KnowledgeNikhil Kandpal, Haikang Deng, Adam Roberts, et al.arXiv:2211.08411Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them AllEylon Gueta, Avi Shmidman, Shaltiel Shmidman, et al.Ancient HebrewLarge Scale Substitution-based Word Sense InductionMatan Eyal, Shoval Sadde, Hillel Taub-Tabib, et al.EnglishLayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui, et al.arXiv:2204.08387Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei LuMova's core listLeast-to-most prompting enables complex reasoning in large language modelsResearch libraryLeveraging Large Language Models for Multiple Choice Question AnsweringJoshua Robinson, Christopher Michael Rytting, David WingatearXiv:2210.12353Lifting the Curse of Multilinguality by Pre-training Modular TransformersJonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.Proceedings of the 2022 Conference of the North…LILA: A Unified Benchmark for Mathematical ReasoningSwaroop Mishra, Matthew Finlayson, Pan Lu, et al.Proceedings of the 2022 Conference on Empirical…Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error CorrectionShirong Ma, Yinghui Li, Rongyi Sun, et al.Findings of the Association for Computational…Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language DirectionsVivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis, et al.Machine translationLinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy LiangProceedings of the 60th Annual Meeting of the…Lip̄nē 'in the face of': A Locative Preposition with a Threatening ConnotationCamil StapsAncient HebrewLLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language ModelsChan Hee Song, Jiaman Wu, Clayton Washington, et al.arXiv:2212.04088LongT5: Efficient Text-To-Text Transformer for Long SequencesMandy Guo, Joshua Ainslie, David Uthus, et al.Findings of the Association for Computational…Low-Resource Authorship Style Transfer: Can Non-Famous Authors Be Imitated?Ajay Patel, Nicholas Andrews, Chris Callison-BurchMachine translationMaieutic Prompting: Logically Consistent Reasoning with Recursive ExplanationsJaehun Jung, Lianhui Qin, Sean Welleck, et al.Proceedings of the 2022 Conference on Empirical…Making Italian Parliamentary Records Machine-Actionable: the Construction of the ParlaMint-IT corpusTommaso Agnoloni, Roberto Bartolini, Francesca Frontini, et al.Proceedings of the Workshop ParlaCLARIN III…MaTESe: Machine Translation Evaluation as a Sequence Tagging ProblemStefano Perrella, Lorenzo Proietti, Alessandro Scirè, et al.Proceedings of the Seventh Conference on…MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding, et al.Proceedings of the 2022 Conference on Empirical…MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question AnsweringAnkit Pal, Logesh Kumar Umapathi, Malaikannan SankarasubbuarXiv:2203.14371 · ACM Conference on Health…Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language ModelsKushal Tirumala, Aram H. Markosyan, Luke Zettlemoyer, et al.arXiv:2205.10770mGPT: Few-Shot Learners Go MultilingualOleh Shliazhko, Alena Fenogenova, Maria Tikhonova, et al.arXiv:2204.07580MLQE-PE: A Multilingual Quality Estimation and Post-Editing DatasetMarina Fomicheva, Shuo Sun, Erick Fonseca, et al.Proceedings of the Thirteenth Language…Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.arXiv:2203.05482Model Transfer for Event tracking as Transcript Understanding for Videos of Small Group InteractionSumit Agarwal, Rosanna Vitiello, Carolyn RoséProceedings of the First Workshop On Transcript…Morphologically annotated corpora of PomakRitván Jusúf Karahóǧa, Panagiotis G. Krimpas, Vivian Stamou, et al.Proceedings of the Fifth Workshop on the Use of…Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and GeneratorNizar Habash, Reham Marzouk, Christian Khairallah, et al.Semitic languagesMTEB: Massive Text Embedding BenchmarkNiklas Muennighoff, Nouamane Tazi, Loïc Magne, et al.arXiv:2210.07316Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional NetworkBin Liang, Chenwei Lou, Xiang Li, et al.Proceedings of the 60th Annual Meeting of the…Multimodal Sarcasm Target Identification in TweetsJiquan Wang, Lin Sun, Yi Liu, et al.Proceedings of the 60th Annual Meeting of the…MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationFanghua Ye, Jarana Manotumruksa, Emine YilmazProceedings of the 23rd Annual Meeting of the…MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesLouis Martin, Angela Fan, Éric de la Clergerie, et al.Proceedings of the Thirteenth Language…NaijaSenti: A Nigerian Twitter Sentiment Corpus for Multilingual Sentiment AnalysisShamsuddeen Hassan Muhammad, David Ifeoluwa Adelani, Sebastian Ruder, et al.Proceedings of the Thirteenth Language…NARC – Norwegian Anaphora Resolution CorpusPetter Mæhlum, Dag Haug, Tollef Jørgensen, et al.Proceedings of the Fifth Workshop on…Negating the infinitive in Biblical HebrewMartin EhrensvärdAncient Hebrew1 2 3 4↑ back to topThis page in Markdown → https://md.research.elamur.ai/free/en/papers/2022/page/2/