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17th EACL 2023: Dubrovnik, Croatia
- Andreas Vlachos, Isabelle Augenstein:
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023, Dubrovnik, Croatia, May 2-6, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-44-9 - Thang M. Pham, Seunghyun Yoon, Trung Bui, Anh Nguyen:
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic Search. 1-26 - Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li:
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality. 27-38 - Renliang Sun, Zhixian Yang, Xiaojun Wan:
Exploiting Summarization Data to Help Text Simplification. 39-51 - Abu Ubaida Akash, Mir Tafseer Nayeem, Faisal Tareque Shohan, Tanvir Islam:
Shironaam: Bengali News Headline Generation using Auxiliary Information. 52-67 - Hongyuan Lu, Wai Lam:
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. 68-82 - Anders Søgaard, Daniel Hershcovich, Miryam de Lhoneux:
A Two-Sided Discussion of Preregistration of NLP Research. 83-93 - Julian Martin Eisenschlos, Jeremy R. Cole, Fangyu Liu, William W. Cohen:
WinoDict: Probing language models for in-context word acquisition. 94-102 - Niklas Stoehr, Ryan Cotterell, Aaron Schein:
Sentiment as an Ordinal Latent Variable. 103-115 - Pranav Narayanan Venkit, Sanjana Gautam, Ruchi Panchanadikar, Ting-Hao K. Huang, Shomir Wilson:
Nationality Bias in Text Generation. 116-122 - Zoey Liu, Justin Spence, Emily Prud'hommeaux:
Investigating data partitioning strategies for crosslinguistic low-resource ASR evaluation. 123-131 - Ryo Kamoi, Tanya Goyal, Greg Durrett:
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization. 132-146 - Beng Heng Ang, Sujatha Das Gollapalli, See-Kiong Ng:
Socratic Question Generation: A Novel Dataset, Models, and Evaluation. 147-165 - Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Pascal Poupart, Ali Ghodsi:
Do we need Label Regularization to Fine-tune Pre-trained Language Models? 166-177 - Fuxiao Liu, Yaser Yacoob, Abhinav Shrivastava:
COVID-VTS: Fact Extraction and Verification on Short Video Platforms. 178-188 - Xuehai He, Xin Eric Wang:
Multimodal Graph Transformer for Multimodal Question Answering. 189-200 - Md. Rizwan Parvez, Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang:
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies. 201-210 - Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu:
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. 211-231 - Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu:
Friend-training: Learning from Models of Different but Related Tasks. 232-247 - Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva:
Understanding Transformer Memorization Recall Through Idioms. 248-264 - Kyle Mahowald:
A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction. 265-273 - Haotian Xu, Yingying Zhang:
Triple-Hybrid Energy-based Model Makes Better Calibrated Natural Language Understanding Models. 274-285 - Marc Pàmies, Joan Llop, Francesco Multari, Nicolau Duran-Silva, César Parra-Rojas, Aitor Gonzalez-Agirre, Francesco Alessandro Massucci, Marta Villegas:
A weakly supervised textual entailment approach to zero-shot text classification. 286-296 - Xudong Han, Timothy Baldwin, Trevor Cohn:
Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. 297-312 - Steven Y. Feng, Vivek Khetan, Bogdan Sacaleanu, Anatole Gershman, Eduard H. Hovy:
CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models. 313-327 - Yiyi Liu, Ruqing Zhang, Yixing Fan, Jiafeng Guo, Xueqi Cheng:
Prompt Tuning with Contradictory Intentions for Sarcasm Recognition. 328-339 - Chengyue Jiang, Yong Jiang, Weiqi Wu, Yuting Zheng, Pengjun Xie, Kewei Tu:
COMBO: A Complete Benchmark for Open KG Canonicalization. 340-357 - Jonas Belouadi, Steffen Eger:
UScore: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation. 358-374 - Diego Antognini, Shuyang Li, Boi Faltings, Julian J. McAuley:
Assistive Recipe Editing through Critiquing. 375-384 - Shanu Kumar, Abbaraju Soujanya, Sandipan Dandapat, Sunayana Sitaram, Monojit Choudhury:
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer. 385-406 - Himanshu Gupta, Neeraj Varshney, Swaroop Mishra, Kuntal Kumar Pal, Saurabh Arjun Sawant, Kevin Scaria, Siddharth Goyal, Chitta Baral:
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility. 407-417 - Ayush Kaushal, Aditya Gupta, Shyam Upadhyay, Manaal Faruqui:
Efficient Encoders for Streaming Sequence Tagging. 418-429 - Akshat Shrivastava, Shrey Desai, Anchit Gupta, Ali Elkahky, Aleksandr Livshits, Alexander Zotov, Ahmed Aly:
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing. 430-447 - Minghao Wu, George F. Foster, Lizhen Qu, Gholamreza Haffari:
Document Flattening: Beyond Concatenating Context for Document-Level Neural Machine Translation. 448-462 - Jinhui Ye, Wenxiang Jiao, Xing Wang, Zhaopeng Tu:
Scaling Back-Translation with Domain Text Generation for Sign Language Gloss Translation. 463-476 - Soyeong Jeong, Jinheon Baek, Sung Ju Hwang, Jong Park:
Realistic Conversational Question Answering with Answer Selection based on Calibrated Confidence and Uncertainty Measurement. 477-490 - Sedrick Scott Keh, Steven Y. Feng, Varun Gangal, Malihe Alikhani, Eduard H. Hovy:
PANCETTA: Phoneme Aware Neural Completion to Elicit Tongue Twisters Automatically. 491-504 - Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter:
A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System. 505-522 - Sophie Henning, William Beluch, Alexander Fraser, Annemarie Friedrich:
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing. 523-540 - Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen:
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction. 541-553 - Yilun Zhao, Zhenting Qi, Linyong Nan, Lorenzo Jaime Yu Flores, Dragomir Radev:
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control. 554-561 - Canyu Chen, Kai Shu:
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners. 562-574 - Daniel Deutsch, Dan Roth:
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection. 575-588 - Shaoxiong Ji, Pekka Marttinen:
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning. 589-598 - Annemarie Friedrich, Nianwen Xue, Alexis Palmer:
A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches. 599-622 - Shaked Yehezkel, Yuval Pinter:
Incorporating Context into Subword Vocabularies. 623-635 - Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano:
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization. 636-651 - Phu Gia Hoang, Canh Luu, Khanh Quoc Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen:
ViHOS: Hate Speech Spans Detection for Vietnamese. 652-669 - Mark Rofin, Vladislav Mikhailov, Mikhail Florinsky, Andrey Kravchenko, Tatiana Shavrina, Elena Tutubalina, Daniel Karabekyan, Ekaterina Artemova:
Vote'n'Rank: Revision of Benchmarking with Social Choice Theory. 670-686 - Edoardo Maria Ponti, Alessandro Sordoni, Yoshua Bengio, Siva Reddy:
Combining Parameter-efficient Modules for Task-level Generalisation. 687-702 - Zijing Shi, Yunqiu Xu, Meng Fang, Ling Chen:
Self-imitation Learning for Action Generation in Text-based Games. 703-726 - Sébastien Montella, Alexis Nasr, Johannes Heinecke, Frédéric Béchet, Lina Maria Rojas-Barahona:
Investigating the Effect of Relative Positional Embeddings on AMR-to-Text Generation with Structural Adapters. 727-736 - Clemente Pasti, Andreas Opedal, Tiago Pimentel, Tim Vieira, Jason Eisner, Ryan Cotterell:
On the Intersection of Context-Free and Regular Languages. 737-749 - Kushal Chawla, Weiyan Shi, Jingwen Zhang, Gale M. Lucas, Zhou Yu, Jonathan Gratch:
Social Influence Dialogue Systems: A Survey of Datasets and Models For Social Influence Tasks. 750-766 - Juntao Yu, Silviu Paun, Maris Camilleri, Paloma Carretero Garcia, Jon Chamberlain, Udo Kruschwitz, Massimo Poesio:
Aggregating Crowdsourced and Automatic Judgments to Scale Up a Corpus of Anaphoric Reference for Fiction and Wikipedia Texts. 767-781 - Mohamed Abdalla, Krishnapriya Vishnubhotla, Saif M. Mohammad:
What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study. 782-796 - Mehdi Rezaee, Francis Ferraro:
RevUp: Revise and Update Information Bottleneck for Event Representation. 797-814 - Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung:
NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. 815-834 - Michael Hanna, Roberto Zamparelli, David Marecek:
The Functional Relevance of Probed Information: A Case Study. 835-848 - Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, Moshe Koppel, Reut Tsarfaty:
Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? 849-864 - Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. 865-872 - Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak, Lea Frermann:
Probing Power by Prompting: Harnessing Pre-trained Language Models for Power Connotation Framing. 873-885 - Mehrad Moradshahi, Sina J. Semnani, Monica Lam:
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation. 886-901 - Mehrad Moradshahi, Victoria Tsai, Giovanni Campagna, Monica Lam:
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues. 902-915 - Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi:
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. 916-929 - Aru Maekawa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura:
Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning. 930-942 - Zhihan Zhang, Wenhao Yu, Mengxia Yu, Zhichun Guo, Meng Jiang:
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods. 943-956 - Milad Alshomary, Henning Wachsmuth:
Conclusion-based Counter-Argument Generation. 957-967 - Roshni G. Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun:
Question-Answer Sentence Graph for Joint Modeling Answer Selection. 968-979 - Asaf Yehudai, Arie Cattan, Omri Abend, Gabriel Stanovsky:
Evaluating and Improving the Coreference Capabilities of Machine Translation Models. 980-992 - Liam Cripwell, Joël Legrand, Claire Gardent:
Document-Level Planning for Text Simplification. 993-1006 - Haoran Lv, Junyi Liu, Henan Wang, Yaoming Wang, Jixiang Luo, Yaxiao Liu:
Efficient Hybrid Generation Framework for Aspect-Based Sentiment Analysis. 1007-1018 - Hiroaki Hayashi, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong:
What's New? Summarizing Contributions in Scientific Literature. 1019-1031 - Fei Xia, Yixuan Weng, Shizhu He, Kang Liu, Jun Zhao:
Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. 1032-1042 - Dawei Zhu, Xiaoyu Shen, Michael A. Hedderich, Dietrich Klakow:
Meta Self-Refinement for Robust Learning with Weak Supervision. 1043-1058 - Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins:
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. 1059-1075 - Artur Kulmizev, Joakim Nivre:
Investigating UD Treebanks via Dataset Difficulty Measures. 1076-1089 - Terry Yue Zhuo, Zhuang Li, Yujin Huang, Fatemeh Shiri, Weiqing Wang, Gholamreza Haffari, Yuan-Fang Li:
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex. 1090-1102 - T. Y. S. S. Santosh, Marcel Perez San Blas, Phillip Kemper, Matthias Grabmair:
Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases. 1103 - Komal K. Teru:
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training. 1104-1116 - Xingwei Tan, Gabriele Pergola, Yulan He:
Event Temporal Relation Extraction with Bayesian Translational Model. 1117-1130 - Donghyun Kim, Youbin Ahn, Wongyu Kim, Chanhee Lee, Kyungchan Lee, Kyong-Ho Lee, Jeonguk Kim, Donghoon Shin, Yeonsoo Lee:
Persona Expansion with Commonsense Knowledge for Diverse and Consistent Response Generation. 1131-1141 - Nan Hu, Zirui Wu, Yuxuan Lai, Chen Zhang, Yansong Feng:
UnifEE: Unified Evidence Extraction for Fact Verification. 1142-1152 - Mohammadmahdi Nouriborji, Omid Rohanian, Samaneh Kouchaki, David A. Clifton:
MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers. 1153-1165 - Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
Multilingual Normalization of Temporal Expressions with Masked Language Models. 1166-1178 - Niels van der Heijden, Ekaterina Shutova, Helen Yannakoudakis:
K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification. 1179-1192 - Mina Valizadeh, Xing Qian, Pardis Ranjbar-Noiey, Cornelia Caragea, Natalie Parde:
What Clued the AI Doctor In? On the Influence of Data Source and Quality for Transformer-Based Medical Self-Disclosure Detection. 1193-1208 - Zijian Zhang, Chang Shu, Ya Xiao, Yuan Shen, Di Zhu, Youxin Chen, Jing Xiao, Jey Han Lau, Qian Zhang, Zheng Lu:
Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective. 1209-1221 - Edan Toledo, Jan Buys, Jonathan P. Shock:
Policy-based Reinforcement Learning for Generalisation in Interactive Text-based Environments. 1222-1234 - Hongyin Luo, James R. Glass:
Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning. 1235-1246 - Janvijay Singh, Fan Bai, Zhen Wang:
Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding. 1247-1255 - Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu:
Conversational Tree Search: A New Hybrid Dialog Task. 1256-1272 - Elena V. Epure, Romain Hennequin:
A Human Subject Study of Named Entity Recognition in Conversational Music Recommendation Queries. 1273-1288 - Luigi Procopio, Simone Conia, Edoardo Barba, Roberto Navigli:
Entity Disambiguation with Entity Definitions. 1289-1295 - Yusser Al Ghussin, Jingyi Zhang, Josef van Genabith:
Exploring Paracrawl for Document-level Neural Machine Translation. 1296-1302 - Vilém Zouhar, Shehzaad Dhuliawala, Wangchunshu Zhou, Nico Daheim, Tom Kocmi, Yuchen Eleanor Jiang, Mrinmaya Sachan:
Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference. 1303-1317 - Jitao Xu, Josep Maria Crego, François Yvon:
Integrating Translation Memories into Non-Autoregressive Machine Translation. 1318-1330 - Pengfei Yu, Heng Ji:
Shorten the Long Tail for Rare Entity and Event Extraction. 1331-1342 - Keito Kudo, Yoichi Aoki, Tatsuki Kuribayashi, Ana Brassard, Masashi Yoshikawa, Keisuke Sakaguchi, Kentaro Inui:
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning? 1343-1354 - Aixiu An, Chunyang Jiang, Maria Andueza Rodriguez, Vivi Nastase, Paola Merlo:
BLM-AgrF: A New French Benchmark to Investigate Generalization of Agreement in Neural Networks. 1355-1366 - Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He:
Robustification of Multilingual Language Models to Real-world Noise in Crosslingual Zero-shot Settings with Robust Contrastive Pretraining. 1367-1383 - Mira Ait Saada, Mohamed Nadif:
Unsupervised Anomaly Detection in Multi-Topic Short-Text Corpora. 1384-1395 - Shun Wang, Yucheng Li, Chenghua Lin, Loïc Barrault, Frank Guerin:
Metaphor Detection with Effective Context Denoising. 1396-1401 - Subendhu Rongali, Mukund Sridhar, Haidar Khan, Konstantine Arkoudas, Wael Hamza, Andrew McCallum:
Low-Resource Compositional Semantic Parsing with Concept Pretraining. 1402-1411 - Annerose Eichel, Helena Schlipf, Sabine Schulte im Walde:
Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain. 1412-1427 - Zhong-Ling Wang, Po-Hsien Huang, Wen-Yau Hsu, Hen-Hsen Huang:
Self-Adapted Utterance Selection for Suicidal Ideation Detection in Lifeline Conversations. 1428-1438 - Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? 1439-1454 - Yen Ting Lin, Alexandros Papangelis, Seokhwan Kim, Sungjin Lee, Devamanyu Hazarika, Mahdi Namazifar, Di Jin, Yang Liu, Dilek Hakkani-Tur:
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information. 1455-1468 - Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn:
Multilingual Representation Distillation with Contrastive Learning. 1469-1482 - Caio Corro:
On the inconsistency of separable losses for structured prediction. 1483-1490 - Filip Miletic, Sabine Schulte im Walde:
A Systematic Search for Compound Semantics in Pretrained BERT Architectures. 1491-1504 - Simeng Sun, Maha Elbayad, Anna Y. Sun, James Cross:
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages. 1505-1519 - Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang:
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages. 1520-1534 - Son Quoc Tran, Phong Nguyen-Thuan Do, Uyen Le, Matt Kretchmar:
The Impacts of Unanswerable Questions on the Robustness of Machine Reading Comprehension Models. 1535-1549 - Yucheng Li, Shun Wang, Chenghua Lin, Frank Guerin, Loïc Barrault:
FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning. 1550-1555 - Zhisong Zhang, Yizhe Zhang, Bill Dolan:
Towards More Efficient Insertion Transformer with Fractional Positional Encoding. 1556-1564