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Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
Siriwardhana, Shamane, Weerasekera, Rivindu, Wen, Elliott, Kaluarachchi, Tharindu, Rana, Rajib, Nanayakkara, Suranga
Published in Transactions of the Association for Computational Linguistics (12.01.2023)
Published in Transactions of the Association for Computational Linguistics (12.01.2023)
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Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Kreutzer, Julia, Caswell, Isaac, Wang, Lisa, Wahab, Ahsan, van Esch, Daan, Ulzii-Orshikh, Nasanbayar, Tapo, Allahsera, Subramani, Nishant, Sokolov, Artem, Sikasote, Claytone, Setyawan, Monang, Sarin, Supheakmungkol, Samb, Sokhar, Sagot, Benoît, Rivera, Clara, Rios, Annette, Papadimitriou, Isabel, Osei, Salomey, Suarez, Pedro Ortiz, Orife, Iroro, Ogueji, Kelechi, Rubungo, Andre Niyongabo, Nguyen, Toan Q., Müller, Mathias, Müller, André, Muhammad, Shamsuddeen Hassan, Muhammad, Nanda, Mnyakeni, Ayanda, Mirzakhalov, Jamshidbek, Matangira, Tapiwanashe, Leong, Colin, Lawson, Nze, Kudugunta, Sneha, Jernite, Yacine, Jenny, Mathias, Firat, Orhan, Dossou, Bonaventure F. P., Dlamini, Sakhile, de Silva, Nisansa, Çabuk Ballı, Sakine, Biderman, Stella, Battisti, Alessia, Baruwa, Ahmed, Bapna, Ankur, Baljekar, Pallavi, Azime, Israel Abebe, Awokoya, Ayodele, Ataman, Duygu, Ahia, Orevaoghene, Ahia, Oghenefego, Agrawal, Sweta, Adeyemi, Mofetoluwa
Published in Transactions of the Association for Computational Linguistics (31.01.2022)
Published in Transactions of the Association for Computational Linguistics (31.01.2022)
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Topic Modeling in Embedding Spaces
Dieng, Adji B., Ruiz, Francisco J. R., Blei, David M.
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
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Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation
Freitag, Markus, Foster, George, Grangier, David, Ratnakar, Viresh, Tan, Qijun, Macherey, Wolfgang
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
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TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Clark, Jonathan H, Choi, Eunsol, Collins, Michael, Garrette, Dan, Kwiatkowski, Tom, Nikolaev, Vitaly, Palomaki, Jennimaria
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
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Sparse, Dense, and Attentional Representations for Text Retrieval
Luan, Yi, Eisenstein, Jacob, Toutanova, Kristina, Collins, Michael
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
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Measuring and Improving Consistency in Pretrained Language Models
Elazar, Yanai, Kassner, Nora, Ravfogel, Shauli, Ravichander, Abhilasha, Hovy, Eduard, Schütze, Hinrich, Goldberg, Yoav
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
Published in Transactions of the Association for Computational Linguistics (01.01.2021)
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Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
Rothe, Sascha, Narayan, Shashi, Severyn, Aliaksei
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
Published in Transactions of the Association for Computational Linguistics (01.01.2020)
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Analysis Methods in Neural Language Processing: A Survey
Belinkov, Yonatan, Glass, James
Published in Transactions of the Association for Computational Linguistics (01.01.2019)
Published in Transactions of the Association for Computational Linguistics (01.01.2019)
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PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them
Lewis, Patrick, Wu, Yuxiang, Liu, Linqing, Minervini, Pasquale, Küttler, Heinrich, Piktus, Aleksandra, Stenetorp, Pontus, Riedel, Sebastian
Published in Transactions of the Association for Computational Linguistics (07.10.2021)
Published in Transactions of the Association for Computational Linguistics (07.10.2021)
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oLMpics-On What Language Model Pre-training Captures
Talmor, Alon, Elazar, Yanai, Goldberg, Yoav, Berant, Jonathan
Published in Transactions of the Association for Computational Linguistics (01.12.2020)
Published in Transactions of the Association for Computational Linguistics (01.12.2020)
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Visual Spatial Reasoning
Liu, Fangyu, Emerson, Guy, Collier, Nigel
Published in Transactions of the Association for Computational Linguistics (20.06.2023)
Published in Transactions of the Association for Computational Linguistics (20.06.2023)
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Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision
Kharitonov, Eugene, Vincent, Damien, Borsos, Zalán, Marinier, Raphaël, Girgin, Sertan, Pietquin, Olivier, Sharifi, Matt, Tagliasacchi, Marco, Zeghidour, Neil
Published in Transactions of the Association for Computational Linguistics (21.12.2023)
Published in Transactions of the Association for Computational Linguistics (21.12.2023)
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Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
Feder, Amir, Keith, Katherine A., Manzoor, Emaad, Pryzant, Reid, Sridhar, Dhanya, Wood-Doughty, Zach, Eisenstein, Jacob, Grimmer, Justin, Reichart, Roi, Roberts, Margaret E., Stewart, Brandon M., Veitch, Victor, Yang, Diyi
Published in Transactions of the Association for Computational Linguistics (18.10.2022)
Published in Transactions of the Association for Computational Linguistics (18.10.2022)
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