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Viewing Publication 1 - 100 from 5144

2022

Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsHui Wan 0001, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi. naacl 2022: 334-343 [doi]

DOCmT5: Document-Level Pretraining of Multilingual Language ModelsChia-Hsuan Lee 0001, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson. naacl 2022: 425-437 [doi]

Post-Training Dialogue Summarization using Pseudo-ParaphrasingQi Jia 0003, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu. naacl 2022: 1660-1669 [doi]

Front Matternaacl 2022: [doi]

Frontmatternaacl 2022: [doi]

Automating Human Evaluation of Dialogue SystemsSujan Reddy A. naacl 2022: 229-234 [doi]

Social Norms Guide Reference ResolutionMitchell Abrams, Matthias Scheutz. naacl 2022: 1-11 [doi]

SURF: Semantic-level Unsupervised Reward Function for Machine TranslationAtijit Anuchitanukul, Julia Ive. naacl 2022: 4508-4522 [doi]

Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilotsAlexandre Arnold, Fares Ernez, Catherine Kobus, Marion-Cécile Martin. naacl 2022: 188-196 [doi]

Improving Entity Disambiguation by Reasoning over a Knowledge BaseTom Ayoola, Joseph Fisher, Andrea Pierleoni. naacl 2022: 2899-2912 [doi]

ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity LinkingTom Ayoola, Shubhi Tyagi, Joseph Fisher, Christos Christodoulopoulos 0001, Andrea Pierleoni. naacl 2022: 209-220 [doi]

Quantifying Language Variation Acoustically with Few ResourcesMartijn Bartelds, Martijn Wieling. naacl 2022: 3735-3741 [doi]

Adversarial Text NormalizationJoanna Bitton, Maya Pavlova, Ivan Evtimov. naacl 2022: 268-279 [doi]

How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral PronounsStephanie Brandl, Ruixiang Cui, Anders Søgaard. naacl 2022: 3624-3630 [doi]

What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig HarrisMikael Brunila, Jack LaViolette. naacl 2022: 4403-4417 [doi]

Learning as Conversation: Dialogue Systems Reinforced for Information AcquisitionPengshan Cai, Hui Wan 0001, Fei Liu 0004, Mo Yu, Hong Yu 0001, Sachindra Joshi. naacl 2022: 4781-4796 [doi]

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented DialogueIñigo Casanueva, Ivan Vulic, Georgios Spithourakis, Pawel Budzianowski. naacl 2022: 1998-2013 [doi]

Incorporating Centering Theory into Neural Coreference ResolutionHaixia Chai, Michael Strube 0001. naacl 2022: 2996-3002 [doi]

Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide AttentionAyush K. Chakravarthy, Jacob Labe Russin, Randall C. O'Reilly. naacl 2022: 1-8 [doi]

Improving In-Context Few-Shot Learning via Self-Supervised TrainingMingda Chen, Jingfei Du, Ramakanth Pasunuru, Todor Mihaylov, Srini Iyer, Veselin Stoyanov, Zornitsa Kozareva. naacl 2022: 3558-3573 [doi]

Grounding in social media: An approach to building a chit-chat dialogue modelRitvik Choudhary, Daisuke Kawahara. naacl 2022: 9-15 [doi]

Learning to Generate Examples for Semantic Processing TasksDanilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili 0001. naacl 2022: 4587-4601 [doi]

Conceptualizing Treatment Leakage in Text-based Causal InferenceAdel Daoud, Connor T. Jerzak, Richard Johansson. naacl 2022: 5638-5645 [doi]

Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language ModelsPieter Delobelle, Ewoenam Kwaku Tokpo, Toon Calders, Bettina Berendt. naacl 2022: 1693-1706 [doi]

Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural LanguageJacob Eisenstein. naacl 2022: 4326-4331 [doi]

Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity RecognitionBesnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi. naacl 2022: 2777-2790 [doi]

Bi-SimCut: A Simple Strategy for Boosting Neural Machine TranslationPengzhi Gao, Zhongjun He, Hua Wu 0003, Haifeng Wang 0001. naacl 2022: 3938-3948 [doi]

Disentangling Categorization in Multi-agent Emergent CommunicationWashington Garcia, Hamilton Clouse, Kevin R. B. Butler. naacl 2022: 4523-4540 [doi]

Restoring Hebrew Diacritics Without a DictionaryElazar Gershuni, Yuval Pinter. naacl 2022: 1010-1018 [doi]

One Size Does Not Fit All: The Case for Personalised Word Complexity ModelsSian Gooding, Manuel Tragut. naacl 2022: 353-365 [doi]

Local-to-global learning for iterative training of production SLU models on new featuresYulia Grishina, Daniil Sorokin. naacl 2022: 103-111 [doi]

Constraining word alignments with posterior regularization for label transferThomas Gueudre, Kevin Martin Jose. naacl 2022: 121-129 [doi]

LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text ClassificationS. K. Hong, Tae Young Jang. naacl 2022: 99-106 [doi]

Language Model Augmented Monotonic Attention for Simultaneous TranslationSathish Reddy Indurthi, Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim 0002. naacl 2022: 38-45 [doi]

COGMEN: COntextualized GNN based Multimodal Emotion recognitioNAbhinav Joshi, Ashwani Bhat, Ayush Jain, Atin Vikram Singh, Ashutosh Modi. naacl 2022: 4148-4164 [doi]

Embarrassingly Simple Performance Prediction for Abductive Natural Language InferenceEmils Kadikis, Vaibhav Srivastav, Roman Klinger. naacl 2022: 6031-6037 [doi]

What do tokens know about their characters and how do they know it?Ayush Kaushal, Kyle Mahowald. naacl 2022: 2487-2507 [doi]

Dr. Livingstone, I presume? Polishing of foreign character identification in literary textsAleksandra Konovalova, Antonio Toral, Kristiina Taivalkoski-Shilov. naacl 2022: 123-128 [doi]

An Item Response Theory Framework for PersuasionAnastassia Kornilova, Vladimir Eidelman, Daniel Douglass. naacl 2022: 77-86 [doi]

Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and AnalysisSeth Kulick, Neville Ryant, Beatrice Santorini. naacl 2022: 578-593 [doi]

CTM - A Model for Large-Scale Multi-View Tweet Topic ClassificationVivek Kulkarni, Kenny Leung, Aria Haghighi. naacl 2022: 247-258 [doi]

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and EmpathyAllison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek. naacl 2022: 4926-4938 [doi]

Unsupervised Paraphrasability Prediction for Compound NominalizationsJohn Sie Yuen Lee, Ho Hung Lim, Carol Webster. naacl 2022: 3254-3263 [doi]

CoMPM: Context Modeling with Speaker's Pre-trained Memory Tracking for Emotion Recognition in ConversationJoosung Lee, Wooin Lee. naacl 2022: 5669-5679 [doi]

Efficient Semi-supervised Consistency Training for Natural Language UnderstandingGeorge Leung, Joshua Tan. naacl 2022: 86-93 [doi]

Detecting Narrative Elements in Informational TextEffi Levi, Guy Mor, Tamir Sheafer, Shaul R. Shenhav. naacl 2022: 1755-1765 [doi]

Multimodal large language models for inclusive collaboration learning tasksArmanda Lewis. naacl 2022: 202-210 [doi]

CORWA: A Citation-Oriented Related Work Annotation DatasetXiangci Li, Biswadip Mandal, Jessica Ouyang 0001. naacl 2022: 5426-5440 [doi]

Opportunities for Human-centered Evaluation of Machine Translation SystemsDaniel Liebling, Katherine Heller, Samantha Robertson, Wesley Hanwen Deng. naacl 2022: 229-240 [doi]

Automatic Correction of Human TranslationsJessy Lin, Geza Kovacs, Aditya Shastry, Joern Wuebker, John DeNero. naacl 2022: 494-507 [doi]

Data Augmentation for Low-Resource Dialogue SummarizationYongtai Liu, Joshua Maynez, Gonçalo Simões, Shashi Narayan. naacl 2022: 703-710 [doi]

Reference-free Summarization Evaluation via Semantic Correlation and Compression RatioYizhu Liu, Qi Jia 0003, Kenny Q. Zhu. naacl 2022: 2109-2115 [doi]

POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance DetectionYujian Liu, Xinliang Frederick Zhang, David Wegsman, Nicholas Beauchamp, Lu Wang 0008. naacl 2022: 1354-1374 [doi]

Neural Retriever and Go Beyond: A Thesis ProposalMan Luo. naacl 2022: 59-67 [doi]

UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment AnalysisFatemehsadat Mireshghallah, Vaishnavi Shrivastava, Milad Shokouhi, Taylor Berg-Kirkpatrick, Robert Sim, Dimitrios Dimitriadis. naacl 2022: 3449-3456 [doi]

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style TransferSharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar. naacl 2022: 456-474 [doi]

Text Style Transfer via Optimal TransportNasim Nouri. naacl 2022: 2532-2541 [doi]

Data Augmentation with Dual Training for Offensive Span DetectionNasim Nouri. naacl 2022: 2569-2575 [doi]

AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacyRaphael Petegrosso, Vasistakrishna Baderdinni, Thibaud Senechal, Benjamin L. Bullough. naacl 2022: 27-36 [doi]

Challenging America: Modeling language in longer time scalesJakub Pokrywka, Filip Gralinski, Krzysztof Jassem, Karol Kaczmarek, Krzysztof Jurkiewicz, Piotr Wierzchon. naacl 2022: 737-749 [doi]

Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech DetectionAlan Ramponi, Sara Tonelli. naacl 2022: 3027-3040 [doi]

ScAN: Suicide Attempt and Ideation Events DatasetBhanu Pratap Singh Rawat, Samuel Kovaly, Hong Yu 0001, Wilfred R. Pigeon. naacl 2022: 1029-1040 [doi]

Simulating Feature Structures with Simple TypesValentin D. Richard. naacl 2022: 113-122 [doi]

Cross-Domain Detection of GPT-2-Generated Technical TextJuan Rodriguez, Todd Hay, David Gros, Zain Shamsi, Ravi Srinivasan. naacl 2022: 1213-1233 [doi]

Interactive Symbol Grounding with Complex Referential ExpressionsRimvydas Rubavicius, Alex Lascarides. naacl 2022: 4863-4874 [doi]

Don't sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacksJonathan Rusert, Padmini Srinivasan. naacl 2022: 2716-2725 [doi]

Probing the Role of Positional Information in Vision-Language ModelsPhilipp J. Rösch, Jindrich Libovický. naacl 2022: 1031-1041 [doi]

Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source LearningOscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre. naacl 2022: 2439-2455 [doi]

Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response GenerationRyoma Sakaeda, Daisuke Kawahara. naacl 2022: 76-82 [doi]

Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech TranslationGerard Sant, Gerard I. Gállego, Belen Alastruey, Marta Ruiz Costa-Jussà. naacl 2022: 277-284 [doi]

CIAug: Equipping Interpolative Augmentation with Curriculum LearningRamit Sawhney, Ritesh Soun, Shrey Pandit, Megh Thakkar, Sarvagya Malaviya, Yuval Pinter. naacl 2022: 1758-1764 [doi]

Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in ConversationPrakhar Saxena, Yin Jou Huang, Sadao Kurohashi. naacl 2022: 247-253 [doi]

When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to itSebastian Schuster, Tal Linzen. naacl 2022: 969-982 [doi]

Explaining the Effectiveness of Multi-Task Learning for Efficient Knowledge Extraction from Spine MRI ReportsArijit Sehanobish, McCullen Sandora, Nabila Abraham, Jayashri Pawar, Danielle Torres, Anasuya Das, Murray Becker, Richard Herzog, Benjamin Odry, Ron Vianu. naacl 2022: 130-140 [doi]

Knowledge Extraction From Texts Based on WikidataAnastasia Shimorina, Johannes Heinecke, Frédéric Herledan. naacl 2022: 297-304 [doi]

NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading ComprehensionAnubhav Shrimal, Avi Jain, Kartik Mehta, Promod Yenigalla. naacl 2022: 230-238 [doi]

DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper ArticlesEncarnación Segarra Soriano, Vicent Ahuir, Lluís F. Hurtado, José González. naacl 2022: 5931-5943 [doi]

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and IdentificationGeorgios Spithourakis, Ivan Vulic, Michal Lis, Iñigo Casanueva, Pawel Budzianowski. naacl 2022: 1647-1659 [doi]

Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual ContextDaniel Spokoyny, Ivan Lee, Zhao Jin, Taylor Berg-Kirkpatrick. naacl 2022: 17-29 [doi]

Partial-input baselines show that NLI models can ignore context, but they don'tNeha Srikanth, Rachel Rudinger. naacl 2022: 4753-4763 [doi]

Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONESFelix Stahlberg, Shankar Kumar. naacl 2022: 4950-4961 [doi]

Semantic Diversity in Dialogue with Natural Language InferenceKatherine Stasaski, Marti Hearst. naacl 2022: 85-98 [doi]

Methods for Estimating and Improving Robustness of Language ModelsMichal Stefánik. naacl 2022: 44-51 [doi]

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented DialogHaipeng Sun, Junwei Bao 0001, Youzheng Wu, Xiaodong He 0002. naacl 2022: 2156-2170 [doi]

What kinds of errors do reference resolution models make and what can we learn from them?Jorge Sánchez, Mauricio Mazuecos, Hernán Maina, Luciana Benotti. naacl 2022: 1971-1986 [doi]

Speeding Up EntmaxMaxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov. naacl 2022: 1142-1158 [doi]

Text Style Transfer for Bias Mitigation using Masked Language ModelingEwoenam Kwaku Tokpo, Toon Calders. naacl 2022: 163-171 [doi]

Multi-Domain Targeted Sentiment AnalysisOrith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim. naacl 2022: 2751-2762 [doi]

Augmenting Poetry Composition with Verse by VerseDavid C. Uthus, Maria Voitovich, R. J. Mical. naacl 2022: 18-26 [doi]

Generic and Trend-aware Curriculum Learning for Relation ExtractionNidhi Vakil, Hadi Amiri. naacl 2022: 2202-2213 [doi]

Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document TranscriptionNikolai Vogler, Jonathan Parkes Allen, Matthew Thomas Miller, Taylor Berg-Kirkpatrick. naacl 2022: 206-216 [doi]

Extending Multi-Text Sentence Fusion Resources via Pyramid AnnotationsDaniela Brook Weiss, Paul Roit, Ori Ernst, Ido Dagan. naacl 2022: 1854-1860 [doi]

Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed ApproachMichael Wiegand, Elisabeth Eder, Josef Ruppenhofer. naacl 2022: 5600-5612 [doi]

Grapheme-to-Phoneme Conversion for Thai using Neural Regression ModelsTomohiro Yamasaki. naacl 2022: 4251-4255 [doi]

D2U: Distance-to-Uniform Learning for Out-of-Scope DetectionEyup Halit Yilmaz, Cagri Toraman. naacl 2022: 2093-2108 [doi]

Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity RecognitionHuaiyuan Ying, Shengxuan Luo, Tiantian Dang, Sheng Yu 0002. naacl 2022: 2656-2666 [doi]

Explicit Use of Topicality in Dialogue Response GenerationTakumi Yoshikoshi, Hayato Atarashi, Takashi Kodama, Sadao Kurohashi. naacl 2022: 222-228 [doi]

Compositional Task-Oriented Parsing as Abstractive Question AnsweringWenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie. naacl 2022: 4418-4427 [doi]

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2022

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