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Transactions of the Association for Computational Linguistics, Volume 11
Volume 11, 2023
- Shamane Siriwardhana, Rivindu Weerasekera, Tharindu Kaluarachchi, Elliott Wen, Rajib Rana, Suranga Nanayakkara:
Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering. 1-17 - Bingzhi Li, Guillaume Wisniewski, Benoît Crabbé:
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement. 18-33 - Josef Valvoda, Ryan Cotterell, Simone Teufel:
On the Role of Negative Precedent in Legal Outcome Prediction. 34-48 - Tom Sherborne
, Mirella Lapata:
Meta-Learning a Cross-lingual Manifold for Semantic Parsing. 49-67 - Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu:
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. 68-84 - Llion Jones, Richard Sproat, Haruko Ishikawa, Alexander Gutkin
:
Helpful Neighbors: Leveraging Neighbors in Geographic Feature Pronunciation. 85-101 - Clara Meister, Tiago Pimentel, Gian Wiher, Ryan Cotterell:
Locally Typical Sampling. 102-121 - Thomas Effland, Michael Collins:
Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization. 122-138 - Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. 139-156 - Yingjin Song, Daniel Beck:
Modelling Emotion Dynamics in Song Lyrics with State Space Models. 157-175 - Amith Ananthram, Olivia Winn, Smaranda Muresan:
FeelingBlue: A Corpus for Understanding the Emotional Connotation of Color in Context. 176-190 - Jiaao Chen, Derek Tam, Colin Raffel, Mohit Bansal, Diyi Yang:
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP. 191-211 - Bernd Bohnet, Chris Alberti, Michael Collins:
Coreference Resolution through a seq2seq Transition-Based System. 212-226 - Gilbert Badaro, Mohammed Saeed, Paolo Papotti:
Transformers for Tabular Data Representation: A Survey of Models and Applications. 227-249 - Tu Anh Nguyen, Eugene Kharitonov, Jade Copet, Yossi Adi, Wei-Ning Hsu, Ali Elkahky, Paden Tomasello, Robin Algayres, Benoît Sagot, Abdelrahman Mohamed, Emmanuel Dupoux:
Generative Spoken Dialogue Language Modeling. 250-266 - Zhousi Chen, Mamoru Komachi
:
Discontinuous Combinatory Constituency Parsing. 267-283 - Maor Ivgi, Uri Shaham, Jonathan Berant:
Efficient Long-Text Understanding with Short-Text Models. 284-299 - Aida Mostafazadeh Davani, Mohammad Atari, Brendan Kennedy
, Morteza Dehghani:
Hate Speech Classifiers Learn Normative Social Stereotypes. 300-319 - David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima:
Domain-Specific Word Embeddings with Structure Prediction. 320-335 - Byung-Doh Oh, William Schuler:
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times? 336-350 - Zorik Gekhman, Nadav Oved, Orgad Keller, Idan Szpektor, Roi Reichart:
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method. 351-366 - Yilin Niu, Fei Huang, Wei Liu, Jianwei Cui, Bin Wang, Minlie Huang:
Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing. 367-383 - Afra Amini, Tiago Pimentel, Clara Meister, Ryan Cotterell:
Naturalistic Causal Probing for Morpho-Syntax. 384-403 - Runcong Zhao, Lin Gui
, Hanqi Yan, Yulan He:
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. 404-418 - William Brannon, Yogesh Virkar, Brian Thompson:
Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing. 419-435 - Sheng-Chieh Lin, Minghan Li
, Jimmy Lin:
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval. 436-452 - Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi:
InSCIt: Information-Seeking Conversations with Mixed-Initiative Interactions. 453-468 - Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun:
Sub-Character Tokenization for Chinese Pretrained Language Models. 469-487 - Shun Shao, Yftah Ziser, Shay B. Cohen:
Erasure of Unaligned Attributes from Neural Representations. 488-510 - Tao Feng
, Lizhen Qu, Gholamreza Haffari:
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery. 511-530 - William Merrill, Ashish Sabharwal:
The Parallelism Tradeoff: Limitations of Log-Precision Transformers. 531-545 - Weijia Xu, Sweta Agrawal, Eleftheria Briakou, Marianna J. Martindale, Marine Carpuat:
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection. 546-564 - Xudong Hong, Asad B. Sayeed, Khushboo Mehra, Vera Demberg, Bernt Schiele:
Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. 565-581 - Han He, Jinho D. Choi:
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing. 582-599 - Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer:
Questions Are All You Need to Train a Dense Passage Retriever. 600-616 - Zhaofeng Wu, William Merrill, Hao Peng, Iz Beltagy, Noah A. Smith:
Transparency Helps Reveal When Language Models Learn Meaning. 617-634 - Fangyu Liu, Guy Emerson, Nigel Collier:
Visual Spatial Reasoning. 635-651 - R. Thomas McCoy, Paul Smolensky, Tal Linzen, Jianfeng Gao, Asli Celikyilmaz:
How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVEN. 652-670 - Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant:
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation. 671-685 - Linfeng Song, Ante Wang
, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu:
OpenFact: Factuality Enhanced Open Knowledge Extraction. 686-702 - Alban Petit, Caio Corro:
On Graph-based Reentrancy-free Semantic Parsing. 703-722 - Yanyan Wang, Qun Chen, Murtadha H. M. Ahmed, Zhaoqiang Chen, Jing Su, Wei Pan, Zhanhuai Li:
Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis. 723-739 - Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu:
Chinese Idiom Paraphrasing. 740-754 - Xiaomeng Ma, Lingyu Gao
:
Evaluating Transformer Models and Human Behaviors on Chinese Character Naming. 755-770 - Ahmed Murtadha
, Shengfeng Pan, Wen Bo, Jianlin Su, Xinxin Cao, Wenze Zhang, Yunfeng Liu:
Rank-Aware Negative Training for Semi-Supervised Text Classification. 771-786 - Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang:
MACSum: Controllable Summarization with Mixed Attributes. 787-803 - Yanran Chen, Steffen Eger:
MENLI: Robust Evaluation Metrics from Natural Language Inference. 804-825 - Marcos V. Treviso, Ji-Ung Lee
, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson
, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz:
Efficient Methods for Natural Language Processing: A Survey. 826-860 - Virgile Rennard, Guokan Shang, Julie Hunter, Michalis Vazirgiannis:
Abstractive Meeting Summarization: A Survey. 861-884 - Jennifer Hu, Roger Levy, Judith Degen
, Sebastian Schuster:
Expectations over Unspoken Alternatives Predict Pragmatic Inferences. 885-901 - Simran Arora
, Patrick S. H. Lewis, Angela Fan, Jacob Kahn, Christopher Ré:
Reasoning over Public and Private Data in Retrieval-Based Systems. 902-921 - Boyuan Zheng, Patrick Xia, Mahsa Yarmohammadi, Benjamin Van Durme:
Multilingual Coreference Resolution in Multiparty Dialogue. 922-940 - Fei Huang, Pei Ke, Minlie Huang:
Directed Acyclic Transformer Pre-training for High-quality Non-autoregressive Text Generation. 941-959 - Jason Eisner:
Time-and-Space-Efficient Weighted Deduction. 960-973 - Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis, Fantine Huot, Anders Sandholm, Dipanjan Das, Mirella Lapata:
Conditional Generation with a Question-Answering Blueprint. 974-996 - Yuxia Wang, Shimin Tao, Ning Xie, Hao Yang, Timothy Baldwin, Karin Verspoor:
Collective Human Opinions in Semantic Textual Similarity. 997-1013 - Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, Reut Tsarfaty, Ido Dagan, Vera Demberg:
Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Design. 1014-1032 - Yuchen Lian, Arianna Bisazza, Tessa Verhoef
:
Communication Drives the Emergence of Language Universals in Neural Agents: Evidence from the Word-order/Case-marking Trade-off. 1033-1047 - Thomas Hikaru Clark, Clara Meister, Tiago Pimentel, Michael Hahn, Ryan Cotterell, Richard Futrell, Roger Levy:
A Cross-Linguistic Pressure for Uniform Information Density in Word Order. 1048-1065 - Pedro Henrique Luz de Araujo
, Benjamin Roth:
Cross-functional Analysis of Generalization in Behavioral Learning. 1066-1081 - Zhihan Zhang, Wenhao Yu, Zheng Ning, Mingxuan Ju, Meng Jiang:
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions. 1082-1096 - Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya V. Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie L. Hyland:
Compositional Zero-Shot Domain Transfer with Text-to-Text Models. 1097-1113 - Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin:
MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages. 1114-1131 - Huitong Pan, Qi Zhang, Eduard Dragut, Cornelia Caragea, Longin Jan Latecki:
DMDD: A Large-Scale Dataset for Dataset Mentions Detection. 1132-1146 - Inigo Jauregi Unanue, Gholamreza Haffari, Massimo Piccardi
:
T3L: Translate-and-Test Transfer Learning for Cross-Lingual Text Classification. 1147-1161 - Jordan Meadows, André Freitas:
Introduction to Mathematical Language Processing: Informal Proofs, Word Problems, and Supporting Tasks. 1162-1184 - William Dyer, Charles Torres, Gregory Scontras, Richard Futrell:
Evaluating a Century of Progress on the Cognitive Science of Adjective Ordering. 1185-1200 - Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk:
Improving Multitask Retrieval by Promoting Task Specialization. 1201-1212 - Elias Stengel-Eskin, Benjamin Van Durme:
Calibrated Interpretation: Confidence Estimation in Semantic Parsing. 1213-1231 - Daniel Russo, Serra Sinem Tekiroglu, Marco Guerini
:
Benchmarking the Generation of Fact Checking Explanations. 1250-1264 - Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan, Weidong Xiao:
T 2 -NER: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates. 1265-1282 - Sayontan Ghosh, Mahnaz Koupaee, Isabella Chen, Francis Ferraro, Nathanael Chambers, Niranjan Balasubramanian:
PASTA: A Dataset for Modeling PArticipant STAtes in Narratives. 1283-1300 - Jie Zhou, Shenpo Dong, Yunxin Huang, Meihan Wu, Haili Li, Jingnan Wang, Hongkui Tu, Xiaodong Wang:
U-CORE: A Unified Deep Cluster-wise Contrastive Framework for Open Relation Extraction. 1301-1315 - Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham:
In-Context Retrieval-Augmented Language Models. 1316-1331 - Alison Chi, Li-Kuang Chen, Yi-Chen Chang, Shu-Hui Lee, Jason S. Chang:
Learning to Paraphrase Sentences to Different Complexity Levels. 1332-1354 - Sara Papi, Marco Gaido, Alina Karakanta
, Mauro Cettolo, Matteo Negri, Marco Turchi:
Direct Speech Translation for Automatic Subtitling. 1355-1376 - Michael Wilson, Jackson Petty, Robert Frank:
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure. 1377-1395 - Songbo Hu, Han Zhou
, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen:
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. 1396-1415 - Andrew Wang, Cristina Aggazzotti, Rebecca Kotula, Rafael A. Rivera Soto, Marcus Bishop, Nicholas Andrews:
Can Authorship Representation Learning Capture Stylistic Features? 1416-1431 - Tom Sherborne, Tom Hosking, Mirella Lapata:
Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing. 1432-1450 - Ethan Gotlieb Wilcox, Tiago Pimentel, Clara Meister, Ryan Cotterell, Roger P. Levy:
Testing the Predictions of Surprisal Theory in 11 Languages. 1451-1470 - Shuly Wintner, Safaa Shehadi, Yuli Zeira, Doreen Osmelak, Yuval Nov:
Shared Lexical Items as Triggers of Code Switching. 1471-1484 - Jintao Wen, Geng Tu, Rui Li, Dazhi Jiang, Wenhua Zhu:
Learning More from Mixed Emotions: A Label Refinement Method for Emotion Recognition in Conversations. 1485-1499 - Nuno Miguel Guerreiro, Duarte M. Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins:
Hallucinations in Large Multilingual Translation Models. 1500-1517 - Pengshan Cai, Zonghai Yao
, Fei Liu, Dakuo Wang, Meghan Reilly, Huixue Zhou, Lingxi Li, Yi Cao, Alok Kapoor, Adarsha Bajracharya, Dan Berlowitz, Hong Yu:
PaniniQA: Enhancing Patient Education Through Interactive Question Answering. 1518-1536 - Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. 1537-1552 - Peng Liu, Lemei Zhang, Jon Atle Gulla:
Pre-train, Prompt, and Recommendation: A Comprehensive Survey of Language Modeling Paradigm Adaptations in Recommender Systems. 1553-1571 - Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. 1572-1587 - Yun-Zhu Song, Yi-Syuan Chen, Lu Wang, Hong-Han Shuai:
General then Personal: Decoupling and Pre-training for Personalized Headline Generation. 1588-1607 - Biru Zhu, Ganqu Cui, Yangyi Chen, Yujia Qin, Lifan Yuan, Chong Fu, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu:
Removing Backdoors in Pre-trained Models by Regularized Continual Pre-training. 1608-1623 - Tiago Pimentel, Clara Meister, Ethan Gotlieb Wilcox, Roger P. Levy, Ryan Cotterell:
On the Effect of Anticipation on Reading Times. 1624-1642 - Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins:
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. 1643-1668 - Tobi Olatunji, Tejumade Afonja, Aditya Yadavalli, Chris Chinenye Emezue, Sahib Singh, Bonaventure F. P. Dossou, Joanne I. Osuchukwu, Salomey Osei, Atnafu Lambebo Tonja, Naome A. Etori, Clinton Mbataku:
AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. 1669-1685 - Ronghao Lin, Haifeng Hu:
MissModal: Increasing Robustness to Missing Modality in Multimodal Sentiment Analysis. 1686-1702 - Eugene Kharitonov, Damien Vincent, Zalán Borsos, Raphaël Marinier, Sertan Girgin, Olivier Pietquin, Matt Sharifi, Marco Tagliasacchi, Neil Zeghidour:
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision. 1703-1718 - Zhengxuan Wu, Christopher D. Manning
, Christopher Potts:
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation. 1719-1733 - Zoey Liu, Emily Prud'hommeaux:
Data-driven Parsing Evaluation for Child-Parent Interactions. 1734-1753 - Priyanka Agrawal, Chris Alberti, Fantine Huot, Joshua Maynez, Ji Ma, Sebastian Ruder, Kuzman Ganchev, Dipanjan Das, Mirella Lapata:
QAmeleon: Multilingual QA with Only 5 Examples. 1754-1771
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