Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Shamane Siriwardhana author Rivindu Weerasekera author Elliott Wen author Tharindu Kaluarachchi author Rajib Rana author Suranga Nanayakkara author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal siriwardhana-etal-2023-improving 10.1162/tacl_a_00530 https://aclanthology.org/2023.tacl-1.1/ 2023 11 1 17 Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement Bingzhi Li author Guillaume Wisniewski author Benoît Crabbé author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal li-etal-2023-assessing 10.1162/tacl_a_00531 https://aclanthology.org/2023.tacl-1.2/ 2023 11 18 33 On the Role of Negative Precedent in Legal Outcome Prediction Josef Valvoda author Ryan Cotterell author Simone Teufel author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal valvoda-etal-2023-role 10.1162/tacl_a_00532 https://aclanthology.org/2023.tacl-1.3/ 2023 11 34 48 Meta-Learning a Cross-lingual Manifold for Semantic Parsing Tom Sherborne author Mirella Lapata author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sherborne-lapata-2023-meta 10.1162/tacl_a_00533 https://aclanthology.org/2023.tacl-1.4/ 2023 11 49 67 OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen author Yuncong Liu author Lu Chen author Su Zhu author Mengyue Wu author Kai Yu author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal chen-etal-2023-opal 10.1162/tacl_a_00534 https://aclanthology.org/2023.tacl-1.5/ 2023 11 68 84 Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation Llion Jones author Richard Sproat author Haruko Ishikawa author Alexander Gutkin author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal jones-etal-2023-helpful 10.1162/tacl_a_00535 https://aclanthology.org/2023.tacl-1.6/ 2023 11 85 101 Locally Typical Sampling Clara Meister author Tiago Pimentel author Gian Wiher author Ryan Cotterell author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal meister-etal-2023-locally 10.1162/tacl_a_00536 https://aclanthology.org/2023.tacl-1.7/ 2023 11 102 121 Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization Thomas Effland author Michael Collins author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal effland-collins-2023-improving 10.1162/tacl_a_00537 https://aclanthology.org/2023.tacl-1.8/ 2023 11 122 138 Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska author Evgeniia Razumovskaia author Edoardo M Ponti author Ivan Vulić author Anna Korhonen author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal majewska-etal-2023-cross 10.1162/tacl_a_00539 https://aclanthology.org/2023.tacl-1.9/ 2023 11 139 156 Modeling Emotion Dynamics in Song Lyrics with State Space Models Yingjin Song author Daniel Beck author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal 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Bernd Bohnet author Chris Alberti author Michael Collins author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal bohnet-etal-2023-coreference 10.1162/tacl_a_00543 https://aclanthology.org/2023.tacl-1.13/ 2023 11 212 226 Transformers for Tabular Data Representation: A Survey of Models and Applications Gilbert Badaro author Mohammed Saeed author Paolo Papotti author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal badaro-etal-2023-transformers 10.1162/tacl_a_00544 https://aclanthology.org/2023.tacl-1.14/ 2023 11 227 249 Generative Spoken Dialogue Language Modeling Tu Anh Nguyen author Eugene Kharitonov author Jade Copet author Yossi Adi author Wei-Ning Hsu author Ali Elkahky author Paden Tomasello author Robin Algayres author Benoît Sagot author Abdelrahman Mohamed author Emmanuel Dupoux author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal nguyen-etal-2023-generative 10.1162/tacl_a_00545 https://aclanthology.org/2023.tacl-1.15/ 2023 11 250 266 Discontinuous Combinatory Constituency Parsing Zhousi Chen author Mamoru Komachi author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal chen-komachi-2023-discontinuous 10.1162/tacl_a_00546 https://aclanthology.org/2023.tacl-1.16/ 2023 11 267 283 Efficient Long-Text Understanding with Short-Text Models Maor Ivgi author Uri Shaham author Jonathan Berant author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal ivgi-etal-2023-efficient 10.1162/tacl_a_00547 https://aclanthology.org/2023.tacl-1.17/ 2023 11 284 299 Hate Speech Classifiers Learn Normative Social Stereotypes Aida Mostafazadeh Davani author Mohammad Atari author Brendan Kennedy author Morteza Dehghani author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal davani-etal-2023-hate 10.1162/tacl_a_00550 https://aclanthology.org/2023.tacl-1.18/ 2023 11 300 319 Domain-Specific Word Embeddings with Structure Prediction David Lassner author Stephanie Brandl author Anne Baillot author Shinichi Nakajima author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal lassner-etal-2023-domain 10.1162/tacl_a_00538 https://aclanthology.org/2023.tacl-1.19/ 2023 11 320 335 Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times? Byung-Doh Oh author William Schuler author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal oh-schuler-2023-surprisal 10.1162/tacl_a_00548 https://aclanthology.org/2023.tacl-1.20/ 2023 11 336 350 On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method Zorik Gekhman author Nadav Oved author Orgad Keller author Idan Szpektor author Roi Reichart author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal gekhman-etal-2023-robustness 10.1162/tacl_a_00549 https://aclanthology.org/2023.tacl-1.21/ 2023 11 351 366 Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing Yilin Niu author Fei Huang author Wei Liu author Jianwei Cui author Bin Wang author Minlie Huang author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal niu-etal-2023-bridging 10.1162/tacl_a_00552 https://aclanthology.org/2023.tacl-1.22/ 2023 11 367 383 Naturalistic Causal Probing for Morpho-Syntax Afra Amini author Tiago Pimentel author Clara Meister author Ryan Cotterell author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal amini-etal-2023-naturalistic 10.1162/tacl_a_00554 https://aclanthology.org/2023.tacl-1.23/ 2023 11 384 403 Tracking Brand-Associated Polarity-Bearing Topics in User Reviews Runcong Zhao author Lin Gui author Hanqi Yan author Yulan He author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal zhao-etal-2023-tracking 10.1162/tacl_a_00555 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author Hao Cheng author Sewon Min author Prithviraj Ammanabrolu author Mari Ostendorf author Hannaneh Hajishirzi author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wu-etal-2023-inscit 10.1162/tacl_a_00559 https://aclanthology.org/2023.tacl-1.27/ 2023 11 453 468 Sub-Character Tokenization for Chinese Pretrained Language Models Chenglei Si author Zhengyan Zhang author Yingfa Chen author Fanchao Qi author Xiaozhi Wang author Zhiyuan Liu author Yasheng Wang author Qun Liu author Maosong Sun author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal si-etal-2023-sub 10.1162/tacl_a_00560 https://aclanthology.org/2023.tacl-1.28/ 2023 11 469 487 Erasure of Unaligned Attributes from Neural Representations Shun Shao author Yftah Ziser author Shay B Cohen author 2023 text journal article 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Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He author Jinho D Choi author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal he-choi-2023-unleashing 10.1162/tacl_a_00557 https://aclanthology.org/2023.tacl-1.34/ 2023 11 582 599 Questions Are All You Need to Train a Dense Passage Retriever Devendra Singh Sachan author Mike Lewis author Dani Yogatama author Luke Zettlemoyer author Joelle Pineau author Manzil Zaheer author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sachan-etal-2023-questions 10.1162/tacl_a_00564 https://aclanthology.org/2023.tacl-1.35/ 2023 11 600 616 Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu author William Merrill author Hao Peng author Iz Beltagy author Noah A Smith author 2023 text journal 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journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal huang-etal-2023-directed 10.1162/tacl_a_00582 https://aclanthology.org/2023.tacl-1.53/ 2023 11 941 959 Time-and-Space-Efficient Weighted Deduction Jason Eisner author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal eisner-2023-time 10.1162/tacl_a_00588 https://aclanthology.org/2023.tacl-1.54/ 2023 11 960 973 Conditional Generation with a Question-Answering Blueprint Shashi Narayan author Joshua Maynez author Reinald Kim Amplayo author Kuzman Ganchev author Annie Louis author Fantine Huot author Anders Sandholm author Dipanjan Das author Mirella Lapata author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal narayan-etal-2023-conditional 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Experiments with Argument Structure Michael Wilson author Jackson Petty author Robert Frank author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wilson-etal-2023-abstract 10.1162/tacl_a_00608 https://aclanthology.org/2023.tacl-1.78/ 2023 11 1377 1395 Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu author Han Zhou author Mete Hergul author Milan Gritta author Guchun Zhang author Ignacio Iacobacci author Ivan Vulić author Anna Korhonen author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hu-etal-2023-multi-3 10.1162/tacl_a_00609 https://aclanthology.org/2023.tacl-1.79/ 2023 11 1396 1415 Can Authorship Representation Learning Capture Stylistic Features? Andrew Wang author Cristina Aggazzotti author Rebecca Kotula author Rafael Rivera Soto author Marcus Bishop author Nicholas Andrews author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal wang-etal-2023-authorship 10.1162/tacl_a_00610 https://aclanthology.org/2023.tacl-1.80/ 2023 11 1416 1431 Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing Tom Sherborne author Tom Hosking author Mirella Lapata author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal sherborne-etal-2023-optimal 10.1162/tacl_a_00611 https://aclanthology.org/2023.tacl-1.81/ 2023 11 1432 1450 Testing the Predictions of Surprisal Theory in 11 Languages Ethan G Wilcox author Tiago Pimentel author Clara Meister author Ryan Cotterell author Roger P Levy author 2023 text journal article Transactions of 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cai-etal-2023-paniniqa 10.1162/tacl_a_00616 https://aclanthology.org/2023.tacl-1.86/ 2023 11 1518 1536 Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing Wenyue Hua author Lifeng Jin author Linfeng Song author Haitao Mi author Yongfeng Zhang author Dong Yu author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal hua-etal-2023-discover 10.1162/tacl_a_00617 https://aclanthology.org/2023.tacl-1.87/ 2023 11 1537 1552 Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems Peng Liu author Lemei Zhang author Jon Atle Gulla author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal liu-etal-2023-pre 10.1162/tacl_a_00619 https://aclanthology.org/2023.tacl-1.88/ 2023 11 1553 1571 An Efficient Self-Supervised Cross-View Training For Sentence Embedding Peerat Limkonchotiwat author Wuttikorn Ponwitayarat author Lalita Lowphansirikul author Can Udomcharoenchaikit author Ekapol Chuangsuwanich author Sarana Nutanong author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal limkonchotiwat-etal-2023-efficient 10.1162/tacl_a_00620 https://aclanthology.org/2023.tacl-1.89/ 2023 11 1572 1587 General then Personal: Decoupling and Pre-training for Personalized Headline Generation Yun-Zhu Song author Yi-Syuan Chen author Lu Wang author Hong-Han Shuai author 2023 text journal article Transactions of the Association for Computational Linguistics continuing MIT Press Cambridge, MA periodical academic journal song-etal-2023-general 10.1162/tacl_a_00621 https://aclanthology.org/2023.tacl-1.90/ 2023 11 1588 1607 Removing Backdoors in Pre-trained Models by Regularized Continual 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