Transactions of the Association for Computational Linguistics

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

Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi, Rajib Rana ...

Transactions of the Association for Computational Linguistics (2023) 11: 1–17.

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

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Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement

Bingzhi Li, Guillaume Wisniewski, Benoît Crabbé

Transactions of the Association for Computational Linguistics (2023) 11: 18–33.

Abstract

View articletitled, Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement

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On the Role of Negative Precedent in Legal Outcome Prediction

Josef Valvoda, Ryan Cotterell, Simone Teufel

Transactions of the Association for Computational Linguistics (2023) 11: 34–48.

Abstract

View articletitled, On the Role of Negative Precedent in Legal Outcome Prediction

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Meta-Learning a Cross-lingual Manifold for Semantic Parsing

Tom Sherborne, Mirella Lapata

Transactions of the Association for Computational Linguistics (2023) 11: 49–67.

Abstract

View articletitled, Meta-Learning a Cross-lingual Manifold for Semantic Parsing

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OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue

Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu ...

Transactions of the Association for Computational Linguistics (2023) 11: 68–84.

Abstract

View articletitled, OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue

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Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation

Llion Jones, Richard Sproat, Haruko Ishikawa, Alexander Gutkin

Transactions of the Association for Computational Linguistics (2023) 11: 85–101.

Abstract

View articletitled, Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation

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Locally Typical Sampling

Clara Meister, Tiago Pimentel, Gian Wiher, Ryan Cotterell

Transactions of the Association for Computational Linguistics (2023) 11: 102–121.

Abstract

View articletitled, Locally Typical Sampling

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Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

Thomas Effland, Michael Collins

Transactions of the Association for Computational Linguistics (2023) 11: 122–138.

Abstract

View articletitled, Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization

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Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation

Olga Majewska, Evgeniia Razumovskaia, Edoardo M. Ponti, Ivan Vulić, Anna Korhonen

Transactions of the Association for Computational Linguistics (2023) 11: 139–156.

Abstract

View articletitled, Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation

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Modeling Emotion Dynamics in Song Lyrics with State Space Models

Yingjin Song, Daniel Beck

Transactions of the Association for Computational Linguistics (2023) 11: 157–175.

Abstract

View articletitled, Modeling Emotion Dynamics in Song Lyrics with State Space Models

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FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context

Amith Ananthram, Olivia Winn, Smaranda Muresan

Transactions of the Association for Computational Linguistics (2023) 11: 176–190.

Abstract

View articletitled, FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context

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An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang

Transactions of the Association for Computational Linguistics (2023) 11: 191–211.

Abstract

View articletitled, An Empirical Survey of Data Augmentation for Limited Data Learning in NLP

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Coreference Resolution through a seq2seq Transition-Based System

Bernd Bohnet, Chris Alberti, Michael Collins

Transactions of the Association for Computational Linguistics (2023) 11: 212–226.

Abstract

View articletitled, Coreference Resolution through a seq2seq Transition-Based System

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Transformers for Tabular Data Representation: A Survey of Models and Applications

Gilbert Badaro, Mohammed Saeed, Paolo Papotti

Transactions of the Association for Computational Linguistics (2023) 11: 227–249.

Abstract

View articletitled, Transformers for Tabular Data Representation: A Survey of Models and Applications

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Generative Spoken Dialogue Language Modeling

Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu ...

Transactions of the Association for Computational Linguistics (2023) 11: 250–266.

Abstract

View articletitled, Generative Spoken Dialogue Language Modeling

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Discontinuous Combinatory Constituency Parsing

Zhousi Chen, Mamoru Komachi

Transactions of the Association for Computational Linguistics (2023) 11: 267–283.

Abstract

View articletitled, Discontinuous Combinatory Constituency Parsing

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Efficient Long-Text Understanding with Short-Text Models

Maor Ivgi, Uri Shaham, Jonathan Berant

Transactions of the Association for Computational Linguistics (2023) 11: 284–299.

Abstract

View articletitled, Efficient Long-Text Understanding with Short-Text Models

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Hate Speech Classifiers Learn Normative Social Stereotypes

Aida Mostafazadeh Davani, Mohammad Atari, Brendan Kennedy, Morteza Dehghani

Transactions of the Association for Computational Linguistics (2023) 11: 300–319.

Abstract

View articletitled, Hate Speech Classifiers Learn Normative Social Stereotypes

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Domain-Specific Word Embeddings with Structure Prediction

David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima

Transactions of the Association for Computational Linguistics (2023) 11: 320–335.

Abstract

View articletitled, Domain-Specific Word Embeddings with Structure Prediction

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Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?

Byung-Doh Oh, William Schuler

Transactions of the Association for Computational Linguistics (2023) 11: 336–350.

Abstract

View articletitled, Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?

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On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method

Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart

Transactions of the Association for Computational Linguistics (2023) 11: 351–366.

Abstract

View articletitled, On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method

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Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing

Yilin Niu, Fei Huang, Wei Liu, Jianwei Cui, Bin Wang ...

Transactions of the Association for Computational Linguistics (2023) 11: 367–383.

Abstract

View articletitled, Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing

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Naturalistic Causal Probing for Morpho-Syntax

Afra Amini, Tiago Pimentel, Clara Meister, Ryan Cotterell

Transactions of the Association for Computational Linguistics (2023) 11: 384–403.

Abstract

View articletitled, Naturalistic Causal Probing for Morpho-Syntax

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Tracking Brand-Associated Polarity-Bearing Topics in User Reviews

Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He

Transactions of the Association for Computational Linguistics (2023) 11: 404–418.

Abstract

View articletitled, Tracking Brand-Associated Polarity-Bearing Topics in User Reviews

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Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing

William Brannon, Yogesh Virkar, Brian Thompson

Transactions of the Association for Computational Linguistics (2023) 11: 419–435.

Abstract

View articletitled, Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing

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Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval

Sheng-Chieh Lin, Minghan Li, Jimmy Lin

Transactions of the Association for Computational Linguistics (2023) 11: 436–452.

Abstract

View articletitled, Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval

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InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions

Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu ...

Transactions of the Association for Computational Linguistics (2023) 11: 453–468.

Abstract

View articletitled, InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions

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Sub-Character Tokenization for Chinese Pretrained Language Models

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang ...

Transactions of the Association for Computational Linguistics (2023) 11: 469–487.

Abstract

View articletitled, Sub-Character Tokenization for Chinese Pretrained Language Models

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Erasure of Unaligned Attributes from Neural Representations

Shun Shao, Yftah Ziser, Shay B. Cohen

Transactions of the Association for Computational Linguistics (2023) 11: 488–510.

Abstract

View articletitled, Erasure of Unaligned Attributes from Neural Representations

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Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery

Tao Feng, Lizhen Qu, Gholamreza Haffari

Transactions of the Association for Computational Linguistics (2023) 11: 511–530.

Abstract

View articletitled, Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery

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The Parallelism Tradeoff: Limitations of Log-Precision Transformers

William Merrill, Ashish Sabharwal

Transactions of the Association for Computational Linguistics (2023) 11: 531–545.

Abstract

View articletitled, The Parallelism Tradeoff: Limitations of Log-Precision Transformers

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Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection

Weijia Xu, Sweta Agrawal, Eleftheria Briakou, Marianna J. Martindale, Marine Carpuat

Transactions of the Association for Computational Linguistics (2023) 11: 546–564.

Abstract

View articletitled, Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection

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Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences

Xudong Hong, Asad Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele

Transactions of the Association for Computational Linguistics (2023) 11: 565–581.

Abstract

View articletitled, Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences

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Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing

Han He, Jinho D. Choi

Transactions of the Association for Computational Linguistics (2023) 11: 582–599.

Abstract

View articletitled, Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing

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Questions Are All You Need to Train a Dense Passage Retriever

Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau ...

Transactions of the Association for Computational Linguistics (2023) 11: 600–616.

Abstract

View articletitled, Questions Are All You Need to Train a Dense Passage Retriever

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Transparency Helps Reveal When Language Models Learn Meaning

Zhaofeng Wu, William Merrill, Hao Peng, Iz Beltagy, Noah A. Smith

Transactions of the Association for Computational Linguistics (2023) 11: 617–634.

Abstract

View articletitled, Transparency Helps Reveal When Language Models Learn Meaning

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Visual Spatial Reasoning

Fangyu Liu, Guy Emerson, Nigel Collier

Transactions of the Association for Computational Linguistics (2023) 11: 635–651.

Abstract

View articletitled, Visual Spatial Reasoning

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How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN

R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz

Transactions of the Association for Computational Linguistics (2023) 11: 652–670.

Abstract

View articletitled, How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN<img class="content-image" src="https://mitp.silverchair-cdn.com/mitp/content_public/journal/tacl/11/10.1162_tacl_a_00567/1/m_tacl_a_00567_i001.png?Expires=1704807252&Signature=X~eKyi1vu1ONgTQIz6Hp-uqLDidCZBH5~rDg18zaJu4QzgGgz32qCn7U84rIy8vznmXatstGqjrM8Me71n~9~DL-DFbqdd-rG3BQcfdjm0wP9EYgkbANJ7F1oZNtw1mfinMpbaJGD6dbCVYuW22E4jnGiybnB4ZRNnZ7jbnTPclcuIZ-mm6as4iuAxJjY7QPQSDZFvQKjyZOa~ojEBJMhrau-bNekH-DYndkUD-Y~sAJYC1PULvyu6dvuwBniC8SYaH4X7ndhR5Fc~uHWzj7FWf5cHrdF0xhbRMfEO7IdYib-N8hu1nY25fSJ3t9CPAYzhaHqgHJFcnPlYonu17fNg__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA" data-src="https://mitp.silverchair-cdn.com/mitp/content_public/journal/tacl/11/10.1162_tacl_a_00567/1/m_tacl_a_00567_i001.png?Expires=1704807252&Signature=X~eKyi1vu1ONgTQIz6Hp-uqLDidCZBH5~rDg18zaJu4QzgGgz32qCn7U84rIy8vznmXatstGqjrM8Me71n~9~DL-DFbqdd-rG3BQcfdjm0wP9EYgkbANJ7F1oZNtw1mfinMpbaJGD6dbCVYuW22E4jnGiybnB4ZRNnZ7jbnTPclcuIZ-mm6as4iuAxJjY7QPQSDZFvQKjyZOa~ojEBJMhrau-bNekH-DYndkUD-Y~sAJYC1PULvyu6dvuwBniC8SYaH4X7ndhR5Fc~uHWzj7FWf5cHrdF0xhbRMfEO7IdYib-N8hu1nY25fSJ3t9CPAYzhaHqgHJFcnPlYonu17fNg__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA" alt="" path-from-xml="tacl_a_00567_i001.tif" />

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FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette ...

Transactions of the Association for Computational Linguistics (2023) 11: 671–685.

Abstract

View articletitled, FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation

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OpenFact: Factuality Enhanced Open Knowledge Extraction

Linfeng Song, Ante Wang, Xiaoman Pan, Hongming Zhang, Dian Yu ...

Transactions of the Association for Computational Linguistics (2023) 11: 686–702.

Abstract

View articletitled, OpenFact: Factuality Enhanced Open Knowledge Extraction

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On Graph-based Reentrancy-free Semantic Parsing

Alban Petit, Caio Corro

Transactions of the Association for Computational Linguistics (2023) 11: 703–722.

Abstract

View articletitled, On Graph-based Reentrancy-free Semantic Parsing

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Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis

Yanyan Wang, Qun Chen, Murtadha H.M. Ahmed, Zhaoqiang Chen, Jing Su ...

Transactions of the Association for Computational Linguistics (2023) 11: 723–739.

Abstract

View articletitled, Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis

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Chinese Idiom Paraphrasing

Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yi Zhu ...

Transactions of the Association for Computational Linguistics (2023) 11: 740–754.

Abstract

View articletitled, Chinese Idiom Paraphrasing

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Evaluating Transformer Models and Human Behaviors on Chinese Character Naming

Xiaomeng Ma, Lingyu Gao

Transactions of the Association for Computational Linguistics (2023) 11: 755–770.

Abstract

View articletitled, Evaluating Transformer Models and Human Behaviors on Chinese Character Naming

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Rank-Aware Negative Training for Semi-Supervised Text Classification

Ahmed Murtadha, Shengfeng Pan, Wen Bo, Jianlin Su, Xinxin Cao ...

Transactions of the Association for Computational Linguistics (2023) 11: 771–786.

Abstract

View articletitled, Rank-Aware Negative Training for Semi-Supervised Text Classification

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MACSum: Controllable Summarization with Mixed Attributes

Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen ...

Transactions of the Association for Computational Linguistics (2023) 11: 787–803.

Abstract

View articletitled, MACSum: Controllable Summarization with Mixed Attributes

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MENLI: Robust Evaluation Metrics from Natural Language Inference

Yanran Chen, Steffen Eger

Transactions of the Association for Computational Linguistics (2023) 11: 804–825.

Abstract

View articletitled, <img class="content-image" src="https://mitp.silverchair-cdn.com/mitp/content_public/journal/tacl/11/10.1162_tacl_a_00576/1/m_tacl_a_00576_i004.png?Expires=1704807252&Signature=DEc54m-mrZB2jxTcKXRk2PVNX7kNFZcfLjckjk3qH4adfVN1baxMyVOOIt6tk4QndyGiQRycgQjsmV7FalM5k76mVs0p1nsEORZj9THve1qVcQB3vaCW4NJvZT2Tw0~Q6zuHIGY-3dgYrANPL1nCbVSXN3CalLOVgLWTmpGZcAkeXWpGv2TrSL-pHwah1A05CSjtIRa5nPUyzGFPlI2Oj5haEQBCK8xbiMMP9aJttJubk5-iUIs4ddZHog1HxsviEI0nkMHXbCIcUXmKMpEQjx94ApKU-MlHJk4w7shNOox9EyD4Sl45F6tq8g012U4EJdxdFwT3EgN9HEwsOU6HkQ__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA" data-src="https://mitp.silverchair-cdn.com/mitp/content_public/journal/tacl/11/10.1162_tacl_a_00576/1/m_tacl_a_00576_i004.png?Expires=1704807252&Signature=DEc54m-mrZB2jxTcKXRk2PVNX7kNFZcfLjckjk3qH4adfVN1baxMyVOOIt6tk4QndyGiQRycgQjsmV7FalM5k76mVs0p1nsEORZj9THve1qVcQB3vaCW4NJvZT2Tw0~Q6zuHIGY-3dgYrANPL1nCbVSXN3CalLOVgLWTmpGZcAkeXWpGv2TrSL-pHwah1A05CSjtIRa5nPUyzGFPlI2Oj5haEQBCK8xbiMMP9aJttJubk5-iUIs4ddZHog1HxsviEI0nkMHXbCIcUXmKMpEQjx94ApKU-MlHJk4w7shNOox9EyD4Sl45F6tq8g012U4EJdxdFwT3EgN9HEwsOU6HkQ__&Key-Pair-Id=APKAIE5G5CRDK6RD3PGA" alt="" path-from-xml="tacl_a_00576_i004.tif" />MENLI: Robust Evaluation Metrics from Natural Language Inference

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Efficient Methods for Natural Language Processing: A Survey

Marcos Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao ...

Transactions of the Association for Computational Linguistics (2023) 11: 826–860.

Abstract

View articletitled, Efficient Methods for Natural Language Processing: A Survey

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Abstractive Meeting Summarization: A Survey

Virgile Rennard, Guokan Shang, Julie Hunter, Michalis Vazirgiannis

Transactions of the Association for Computational Linguistics (2023) 11: 861–884.

Abstract

View articletitled, Abstractive Meeting Summarization: A Survey

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Expectations over Unspoken Alternatives Predict Pragmatic Inferences

Jennifer Hu, Roger Levy, Judith Degen, Sebastian Schuster

Transactions of the Association for Computational Linguistics (2023) 11: 885–901.

Abstract

View articletitled, Expectations over Unspoken Alternatives Predict Pragmatic Inferences

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Reasoning over Public and Private Data in Retrieval-Based Systems

Simran Arora, Patrick Lewis, Angela Fan, Jacob Kahn, Christopher Ré

Transactions of the Association for Computational Linguistics (2023) 11: 902–921.

Abstract

View articletitled, Reasoning over Public and Private Data in Retrieval-Based Systems

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Multilingual Coreference Resolution in Multiparty Dialogue

Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme

Transactions of the Association for Computational Linguistics (2023) 11: 922–940.

Abstract

View articletitled, Multilingual Coreference Resolution in Multiparty Dialogue

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Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation

Fei Huang, Pei Ke, Minlie Huang

Transactions of the Association for Computational Linguistics (2023) 11: 941–959.

Abstract

View articletitled, Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation

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Conditional Generation with a Question-Answering Blueprint

Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis ...

Transactions of the Association for Computational Linguistics (2023) 11: 974–996.

Abstract

View articletitled, Conditional Generation with a Question-Answering Blueprint

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Collective Human Opinions in Semantic Textual Similarity

Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin ...

Transactions of the Association for Computational Linguistics (2023) 11: 997–1013.

Abstract

View articletitled, Collective Human Opinions in Semantic Textual Similarity

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Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design

Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, Reut Tsarfaty, Ido Dagan ...

Transactions of the Association for Computational Linguistics (2023) 11: 1014–1032.

Abstract

View articletitled, Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design

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Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off

Yuchen Lian, Arianna Bisazza, Tessa Verhoef

Transactions of the Association for Computational Linguistics (2023) 11: 1033–1047.

Abstract

View articletitled, Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off

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Time-and-Space-Efficient Weighted Deduction

Jason Eisner

Transactions of the Association for Computational Linguistics (2023) 11: 960–973.

Abstract

View articletitled, Time-and-Space-Efficient Weighted Deduction

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A Cross-Linguistic Pressure for Uniform Information Density in Word Order

Thomas Hikaru Clark, Clara Meister, Tiago Pimentel, Michael Hahn, Ryan Cotterell ...

Transactions of the Association for Computational Linguistics (2023) 11: 1048–1065.

Abstract

View articletitled, A Cross-Linguistic Pressure for Uniform Information Density in Word Order

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Cross-functional Analysis of Generalization in Behavioral Learning

Pedro Henrique Luz de Araujo, Benjamin Roth

Transactions of the Association for Computational Linguistics (2023) 11: 1066–1081.

Abstract

View articletitled, Cross-functional Analysis of Generalization in Behavioral Learning

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Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions

Zhihan Zhang, Wenhao Yu, Zheng Ning, Mingxuan Ju, Meng Jiang

Transactions of the Association for Computational Linguistics (2023) 11: 1082–1096.

Abstract

View articletitled, Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions

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Compositional Zero-Shot Domain Transfer with Text-to-Text Models

Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama ...

Transactions of the Association for Computational Linguistics (2023) 11: 1097–1113.

Abstract

View articletitled, Compositional Zero-Shot Domain Transfer with Text-to-Text Models

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MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages

Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo ...

Transactions of the Association for Computational Linguistics (2023) 11: 1114–1131.

Abstract

View articletitled, MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages

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DMDD: A Large-Scale Dataset for Dataset Mentions Detection

Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki

Transactions of the Association for Computational Linguistics (2023) 11: 1132–1146.

Abstract

View articletitled, DMDD: A Large-Scale Dataset for Dataset Mentions Detection

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T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification

Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi

Transactions of the Association for Computational Linguistics (2023) 11: 1147–1161.

Abstract

View articletitled, T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification

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Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks

Jordan Meadows, André Freitas

Transactions of the Association for Computational Linguistics (2023) 11: 1162–1184.

Abstract

View articletitled, Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks

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Evaluating a Century of Progress on the Cognitive Science of Adjective Ordering

William Dyer, Charles Torres, Gregory Scontras, Richard Futrell

Transactions of the Association for Computational Linguistics (2023) 11: 1185–1200.

Abstract

View articletitled, Evaluating a Century of Progress on the Cognitive Science of Adjective Ordering

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Improving Multitask Retrieval by Promoting Task Specialization

Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk

Transactions of the Association for Computational Linguistics (2023) 11: 1201–1212.

Abstract

View articletitled, Improving Multitask Retrieval by Promoting Task Specialization

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Calibrated Interpretation: Confidence Estimation in Semantic Parsing

Elias Stengel-Eskin, Benjamin Van Durme

Transactions of the Association for Computational Linguistics (2023) 11: 1213–1231.

Abstract

View articletitled, Calibrated Interpretation: Confidence Estimation in Semantic Parsing

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Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues

Wentao Deng, Jiahuan Pei, Zhaochun Ren, Zhumin Chen, Pengjie Ren

Transactions of the Association for Computational Linguistics (2023) 11: 1232–1249.

Abstract

View articletitled, Intent-calibrated Self-training for Answer Selection in Open-domain Dialogues

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Benchmarking the Generation of Fact Checking Explanations

Daniel Russo, Serra Sinem Tekiroğlu, Marco Guerini

Transactions of the Association for Computational Linguistics (2023) 11: 1250–1264.

Abstract

View articletitled, Benchmarking the Generation of Fact Checking Explanations

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T²-NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates

Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan, Weidong Xiao

Transactions of the Association for Computational Linguistics (2023) 11: 1265–1282.

Abstract

View articletitled, T2-NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates

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PASTA: A Dataset for Modeling PArticipant STAtes in Narratives

Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers ...

Transactions of the Association for Computational Linguistics (2023) 11: 1283–1300.

Abstract

View articletitled, PASTA: A Dataset for Modeling PArticipant STAtes in Narratives

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U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction

Jie Zhou, Shenpo Dong, Yunxin Huang, Meihan Wu, Haili Li ...

Transactions of the Association for Computational Linguistics (2023) 11: 1301–1315.

Abstract

View articletitled, U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction

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In-Context Retrieval-Augmented Language Models

Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua ...

Transactions of the Association for Computational Linguistics (2023) 11: 1316–1331.

Abstract

View articletitled, In-Context Retrieval-Augmented Language Models

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Learning to Paraphrase Sentences to Different Complexity Levels

Alison Chi, Li-Kuang Chen, Yi-Chen Chang, Shu-Hui Lee, Jason S. Chang

Transactions of the Association for Computational Linguistics (2023) 11: 1332–1354.

Abstract

View articletitled, Learning to Paraphrase Sentences to Different Complexity Levels

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Direct Speech Translation for Automatic Subtitling

Sara Papi, Marco Gaido, Alina Karakanta, Mauro Cettolo, Matteo Negri ...

Transactions of the Association for Computational Linguistics (2023) 11: 1355–1376.

Abstract

View articletitled, Direct Speech Translation for Automatic Subtitling

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How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure

Michael Wilson, Jackson Petty, Robert Frank

Transactions of the Association for Computational Linguistics (2023) 11: 1377–1395.

Abstract

View articletitled, How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure

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Multi³WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems

Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang ...

Transactions of the Association for Computational Linguistics (2023) 11: 1396–1415.

Abstract

View articletitled, Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems

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Can Authorship Representation Learning Capture Stylistic Features?

Andrew Wang, Cristina Aggazzotti, Rebecca Kotula, Rafael Rivera Soto, Marcus Bishop ...

Transactions of the Association for Computational Linguistics (2023) 11: 1416–1431.

Abstract

View articletitled, Can Authorship Representation Learning Capture Stylistic Features?

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Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

Tom Sherborne, Tom Hosking, Mirella Lapata

Transactions of the Association for Computational Linguistics (2023) 11: 1432–1450.

Abstract

View articletitled, Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

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