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16th EACL 2021: Online
- Paola Merlo, Jörg Tiedemann, Reut Tsarfaty:
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-02-2 - Subhradeep Kayal:
Unsupervised Sentence-embeddings by Manifold Approximation and Projection. 1-11 - Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan:
Contrastive Multi-document Question Generation. 12-30 - Tiago Pimentel, Ryan Cotterell
, Brian Roark:
Disambiguatory Signals are Stronger in Word-initial Positions. 31-41 - Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin:
On the (In)Effectiveness of Images for Text Classification. 42-48 - Jeremy Barnes, Lilja Øvrelid, Erik Velldal:
If you've got it, flaunt it: Making the most of fine-grained sentiment annotations. 49-62 - Akhil Kedia, Sai Chetan Chinthakindi:
Keep Learning: Self-supervised Meta-learning for Learning from Inference. 63-77 - Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, Carolyn P. Rosé
ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations. 78-90 - Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. 91-104 - Damian Pascual, Gino Brunner, Roger Wattenhofer:
Telling BERT's Full Story: from Local Attention to Global Aggregation. 105-124 - Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko, Dominik Schlechtweg:
Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection. 125-137 - Richard Csaky, Gábor Recski:
The Gutenberg Dialogue Dataset. 138-159 - Gustavo Penha, Claudia Hauff:
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search. 160-170 - Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin:
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples. 171-186 - Itzik Malkiel, Lior Wolf:
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models. 187-199 - Marco Valentino, Mokanarangan Thayaparan, André Freitas
Unification-based Reconstruction of Multi-hop Explanations for Science Questions. 200-211 - Masahiro Kaneko, Danushka Bollegala
Dictionary-based Debiasing of Pre-trained Word Embeddings. 212-223 - Milad Alshomary, Wei-Fan Chen, Timon Gurcke, Henning Wachsmuth:
Belief-based Generation of Argumentative Claims. 224-233 - Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier:
Non-Autoregressive Text Generation with Pre-trained Language Models. 234-243 - Yuekai Zhao, Shuchang Zhou, Zhihua Zhang:
Multi-split Reversible Transformers Can Enhance Neural Machine Translation. 244-254 - Timo Schick, Hinrich Schütze:
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference. 255-269 - James Ravenscroft, Amanda Clare
CD\^2CR: Co-reference resolution across documents and domains. 270-280 - Keping Bi, Rahul Jha, W. Bruce Croft, Asli Celikyilmaz:
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization. 281-291 - Andreas Weise, Vered Silber-Varod, Anat Lerner, Julia Hirschberg, Rivka Levitan:
"Talk to me with left, right, and angles": Lexical entrainment in spoken Hebrew dialogue. 292-299 - Stephen Roller, Emily Dinan, Naman Goyal, Da Ju, Mary Williamson, Yinhan Liu, Jing Xu, Myle Ott, Eric Michael Smith, Y-Lan Boureau, Jason Weston:
Recipes for Building an Open-Domain Chatbot. 300-325 - Guy Tevet, Jonathan Berant:
Evaluating the Evaluation of Diversity in Natural Language Generation. 326-346 - Zhiguo Wang, Patrick Ng, Ramesh Nallapati, Bing Xiang:
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering. 347-357 - Michael Wiegand, Maja Geulig, Josef Ruppenhofer:
Implicitly Abusive Comparisons - A New Dataset and Linguistic Analysis. 358-368 - Michael Wiegand, Josef Ruppenhofer:
Exploiting Emojis for Abusive Language Detection. 369-380 - Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter
A Systematic Review of Reproducibility Research in Natural Language Processing. 381-393 - Janaki Sheth
Bootstrapping Multilingual AMR with Contextual Word Alignments. 394-404 - Nisansa de Silva, Dejing Dou:
Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks. 405-415 - Vikash Balasubramanian, Ivan Kobyzev, Hareesh Bahuleyan, Ilya Shapiro, Olga Vechtomova:
Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation. 416-423 - Qingxiu Dong, Xiaojun Wan, Yue Cao:
ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation. 424-434 - Saadia Gabriel, Antoine Bosselut
Discourse Understanding and Factual Consistency in Abstractive Summarization. 435-447 - Naganand Yadati, Dayanidhi R. S, Vaishnavi S., Indira K. M, Srinidhi G:
Knowledge Base Question Answering through Recursive Hypergraphs. 448-454 - Terra Blevins, Mandar Joshi, Luke Zettlemoyer:
FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary. 455-465 - Joshua Y. Kim, Kalina Yacef
MONAH: Multi-Modal Narratives for Humans to analyze conversations. 466-479 - Johannes Bjerva
Does Typological Blinding Impede Cross-Lingual Sharing? 480-486 - Jonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, Kyunghyun Cho, Iryna Gurevych:
AdapterFusion: Non-Destructive Task Composition for Transfer Learning. 487-503 - Manoj Prabhakar Kannan Ravi, Kuldeep Singh, Isaiah Onando Mulang', Saeedeh Shekarpour, Johannes Hoffart, Jens Lehmann:
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata. 504-514 - Luciana Benotti, Patrick Blackburn:
Grounding as a Collaborative Process. 515-531 - Lutfi Kerem Senel, Hinrich Schütze:
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. 532-538 - Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu:
Joint Coreference Resolution and Character Linking for Multiparty Conversation. 539-548 - Mohsen Mesgar, Edwin Simpson
Improving Factual Consistency Between a Response and Persona Facts. 549-562 - Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer:
PolyLM: Learning about Polysemy through Language Modeling. 563-574 - Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren:
Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. 575-580 - Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama:
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. 581-592 - Emanuele Bugliarello
The Role of Syntactic Planning in Compositional Image Captioning. 593-607 - Jie Zhou, Yuanbin Wu, Changzhi Sun, Liang He:
Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons. 608-618 - Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmán, Lucia Specia:
Quality Estimation without Human-labeled Data. 619-625 - Yi-Chung Lin, Keh-Yih Su:
How Fast can BERT Learn Simple Natural Language Inference? 626-633 - Xinya Du, Alexander M. Rush
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. 634-644 - Muhao Chen, Weijia Shi, Ben Zhou, Dan Roth:
Cross-lingual Entity Alignment with Incidental Supervision. 645-658 - Kyungho Kim
Query Generation for Multimodal Documents. 659-668 - Yuxiao Ye, Simone Teufel:
End-to-End Argument Mining as Biaffine Dependency Parsing. 669-678 - Bilal Ghanem, Simone Paolo Ponzetto
FakeFlow: Fake News Detection by Modeling the Flow of Affective Information. 679-689 - Marco Gaido, Mauro Cettolo, Matteo Negri, Marco Turchi:
CTC-based Compression for Direct Speech Translation. 690-696 - Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov, Huseyin Atakan Varol:
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline. 697-706 - Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, Debasis Ganguly:
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics. 707-714 - Fajri Koto, Jey Han Lau, Timothy Baldwin:
Top-down Discourse Parsing via Sequence Labelling. 715-726 - Ernie Chang, Hui-Syuan Yeh, Vera Demberg:
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning. 727-733 - Guangneng Hu, Qiang Yang:
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation. 734-744 - Atsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita:
Dialogue Act-based Breakdown Detection in Negotiation Dialogues. 745-757 - Ernie Chang, Xiaoyu Shen, Dawei Zhu, Vera Demberg, Hui Su:
Neural Data-to-Text Generation with LM-based Text Augmentation. 758-768 - Muhammad Khalifa, Muhammad Abdul-Mageed, Khaled Shaalan:
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling. 769-782 - Timothée Bernard:
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task. 783-794 - Stefan Grünewald, Prisca Piccirilli, Annemarie Friedrich
Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling. 795-809 - Rahul Aralikatte, Matthew Lamm, Daniel Hardt, Anders Søgaard:
Ellipsis Resolution as Question Answering: An Evaluation. 810-817 - Ernie Chang, Vera Demberg, Alex Marin:
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling. 818-829 - Jan Niehues:
Continuous Learning in Neural Machine Translation using Bilingual Dictionaries. 830-840 - Vijit Malik, Ashwani Bhat, Ashutosh Modi:
Adv-OLM: Generating Textual Adversaries via OLM. 841-849 - Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks. 850-862 - Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan:
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting. 863-873 - Gautier Izacard, Edouard Grave:
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering. 874-880 - Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Löser:
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. 881-893 - Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen:
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. 894-908 - Rohan Paul, Haw-Shiuan Chang, Andrew McCallum:
Multi-facet Universal Schema. 909-919 - Hitomi Yanaka, Koji Mineshima, Kentaro Inui:
Exploring Transitivity in Neural NLI Models through Veridicality. 920-934 - Thomas Dopierre, Christophe Gravier, Wilfried Logerais:
A Neural Few-Shot Text Classification Reality Check. 935-943 - Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa, Mikel Artetxe:
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders. 944-948 - Anca Maria Tache, Mihaela Gaman, Radu Tudor Ionescu:
Clustering Word Embeddings with Self-Organizing Maps. Application on LaRoSeDa - A Large Romanian Sentiment Data Set. 949-956 - James Thorne, Andreas Vlachos:
Elastic weight consolidation for better bias inoculation. 957-964 - Nguyen Vo, Kyumin Lee:
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection. 965-975 - Ravneet Arora, Chen-Tse Tsai, Daniel Preotiuc-Pietro:
Identifying Named Entities as they are Typed. 976-988 - Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum:
SANDI: Story-and-Images Alignment. 989-999 - Patrick S. H. Lewis, Pontus Stenetorp, Sebastian Riedel:
Question and Answer Test-Train Overlap in Open-Domain Question Answering Datasets. 1000-1008 - Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta:
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing. 1009-1021 - Kuan-Hao Huang
Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs. 1022-1033 - Thomas Kober, Julie Weeds
Data Augmentation for Hypernymy Detection. 1034-1048 - Farid Arthaud, Rachel Bawden, Alexandra Birch
Few-shot learning through contextual data augmentation. 1049-1062 - Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley:
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering. 1063-1074 - Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald:
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation. 1075-1088 - Yue Dong
Discourse-Aware Unsupervised Summarization for Long Scientific Documents. 1089-1102 - Dian Yu, Zhou Yu:
MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations. 1103-1120 - Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng:
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models. 1121-1133 - Jiatong Shi, Jonathan D. Amith, Rey Castillo García, Esteban Guadalupe Sierra, Kevin Duh, Shinji Watanabe:
Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolóxochitl Mixtec. 1134-1145 - Haining Wang, Allen Riddell, Patrick Juola:
Mode Effects' Challenge to Authorship Attribution. 1146-1155 - Bo Pang, Erik Nijkamp, Tian Han, Ying Nian Wu:
Generative Text Modeling through Short Run Inference. 1156-1165 - Sravana Reddy, Yongze Yu, Aasish Pappu, Aswin Sivaraman
Detecting Extraneous Content in Podcasts. 1166-1173 - Manuel Widmoser, Maria Leonor Pacheco
Randomized Deep Structured Prediction for Discourse-Level Processing. 1174-1184 - Prafulla Kumar Choubey, Ruihong Huang:
Automatic Data Acquisition for Event Coreference Resolution. 1185-1196 - Aniket Pramanick, Indrajit Bhattacharya:
Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network. 1197-1206 - Wanrong Zhu
Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation. 1207-1221 - Yufei Wang
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning. 1222-1234 - Ye Liu, Yao Wan, Jian-Guo Zhang, Wenting Zhao, Philip S. Yu:
Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation. 1235-1244 - Amir Soleimani, Christof Monz, Marcel Worring
NLQuAD: A Non-Factoid Long Question Answering Data Set. 1245-1255 - Masahiro Kaneko, Danushka Bollegala
Debiasing Pre-trained Contextualised Embeddings. 1256-1266 - Martin Schmitt, Hinrich Schütze:
Language Models for Lexical Inference in Context. 1267-1280 - Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari:
Few-Shot Semantic Parsing for New Predicates. 1281-1291 - Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu:
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models. 1292-1301 - Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie:
On the Evaluation of Vision-and-Language Navigation Instructions. 1302-1316 - Ozan Caglayan, Menekse Kuyu, Mustafa Sercan Amac, Pranava Madhyastha, Erkut Erdem, Aykut Erdem, Lucia Specia:
Cross-lingual Visual Pre-training for Multimodal Machine Translation. 1317-1324 - Aparna Elangovan
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation. 1325-1335 - Ella Guest, Bertie Vidgen, Alexandros Mittos, Nishanth Sastry
An Expert Annotated Dataset for the Detection of Online Misogyny. 1336-1350 - Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán:
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. 1351-1361 - Biaoyan Fang
ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain. 1362-1375 - Ali Basirat, Joakim Nivre:
Syntactic Nuclei in Dependency Parsing - A Multilingual Exploration. 1376-1387 - Martina Forster, Clara Meister, Ryan Cotterell
Searching for Search Errors in Neural Morphological Inflection. 1388-1394 - Ryuji Kano, Takumi Takahashi, Toru Nishino, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma:
Quantifying Appropriateness of Summarization Data for Curriculum Learning. 1395-1405 - Luis Espinosa Anke, Joan Codina-Filbà, Leo Wanner:
Evaluating language models for the retrieval and categorization of lexical collocations. 1406-1417 - Cristian Popa, Traian Rebedea:
BART-TL: Weakly-Supervised Topic Label Generation. 1418-1425 - Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Dynamic Graph Transformer for Implicit Tag Recognition. 1426-1431 - Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin:
Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning. 1432-1441 - Léo Laugier
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers. 1442-1461 - Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura:
Generating Weather Comments from Meteorological Simulations. 1462-1473 - Gijs Wijnholds
SICK-NL: A Dataset for Dutch Natural Language Inference. 1474-1479 - Yevgen Matusevych
A phonetic model of non-native spoken word processing. 1480-1490 - Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg:
Bootstrapping Relation Extractors using Syntactic Search by Examples. 1491-1503 - Juri Opitz, Anette Frank:
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR. 1504-1518 - Jiajun Shen
The Source-Target Domain Mismatch Problem in Machine Translation. 1519-1533 - Xiaoying Ren, Jing Jiang
Cross-Topic Rumor Detection using Topic-Mixtures. 1534-1538 - Rei Miyata, Atsushi Fujita:
Understanding Pre-Editing for Black-Box Neural Machine Translation. 1539-1550 - Danushka Bollegala
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding. 1551-1565 - Cennet Oguz, Ngoc Thang Vu:
Few-shot Learning for Slot Tagging with Attentive Relational Network. 1566-1572 - Hassan Alhuzali, Sophia Ananiadou:
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction. 1573-1584 - Krutarth Patel, Cornelia Caragea:
Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers. 1585-1591 - Saku Sugawara, Pontus Stenetorp, Akiko Aizawa:
Benchmarking Machine Reading Comprehension: A Psychological Perspective. 1592-1612 - Xiang Kong, Adithya Renduchintala, James Cross, Yuqing Tang, Jiatao Gu, Xian Li:
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders. 1613-1624 - Yotam Shichel, Meir Kalech, Oren Tsur:
With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms. 1625-1634 - Anna Breit, Artem Revenko, Kiamehr Rezaee, Mohammad Taher Pilehvar, José Camacho-Collados:
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context. 1635-1645 - Hady Elsahar, Maximin Coavoux, Jos Rozen, Matthias Gallé:
Self-Supervised and Controlled Multi-Document Opinion Summarization. 1646-1662 - Felix Hamborg, Karsten Donnay:
NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles. 1663-1675 - Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza
Cross-lingual Contextualized Topic Models with Zero-shot Learning. 1676-1683 - Ákos Kádár, Lan Xiao, Mete Kemertas, Federico Fancellu, Allan D. Jepson, Afsaneh Fazly:
Dependency parsing with structure preserving embeddings. 1684-1697 - Artem Shelmanov, Dmitry Puzyrev, Lyubov Kupriyanova, Denis Belyakov, Daniil Larionov, Nikita Khromov, Olga Kozlova, Ekaterina Artemova, Dmitry V. Dylov, Alexander Panchenko:
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates. 1698-1712 - Jenny Paola Yela-Bello, Ewan Oglethorpe, Navid Rekabsaz:
MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization. 1713-1717 - Gabriella Skitalinskaya
Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale. 1718-1729 - Saket Dingliwal, Shuyang Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tür:
Few Shot Dialogue State Tracking using Meta-learning. 1730-1739 - Beatrice Portelli, Edoardo Lenzi, Emmanuele Chersoni, Giuseppe Serra, Enrico Santus:
BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection. 1740-1747 - Priyanka Sen, Isabel Groves:
Semantic Parsing of Disfluent Speech. 1748-1753 - Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl:
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. 1754-1761 - Qinlan Shen, Carolyn P. Rosé:
What Sounds "Right" to Me? Experiential Factors in the Perception of Political Ideology. 1762-1771 - Benjamin Heinzerling, Kentaro Inui:
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries. 1772-1791 - Quentin Grail, Julien Perez, Éric Gaussier:
Globalizing BERT-based Transformer Architectures for Long Document Summarization. 1792-1810 - Shaoor Munir, Brishna Batool, Zubair Shafiq, Padmini Srinivasan, Fareed Zaffar:
Through the Looking Glass: Learning to Attribute Synthetic Text Generated by Language Models. 1811-1822 - Anders Søgaard, Sebastian Ebert, Jasmijn Bastings, Katja Filippova:
We Need To Talk About Random Splits. 1823-1832 - Artem Shelmanov, Evgenii Tsymbalov, Dmitry Puzyrev, Kirill Fedyanin, Alexander Panchenko, Maxim Panov:
How Certain is Your Transformer? 1833-1840 - George Tambouratzis:
Alignment verification to improve NMT translation towards highly inflectional languages with limited resources. 1841-1851 - Akhila Yerukola, Mason Bretan, Hongxia Jin:
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase. 1852-1860 - Julius Steen, Katja Markert:
How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation. 1861-1875 - Aviv Ben Haim, Oren Tsur:
Open-Mindedness and Style Coordination in Argumentative Discussions. 1876-1886 - Marcel Bollmann, Anders Søgaard:
Error Analysis and the Role of Morphology. 1887-1900 - Shijie Wu, Ryan Cotterell
Applying the Transformer to Character-level Transduction. 1901-1907 - Julia Ive, Zixu Wang, Marina Fomicheva, Lucia Specia:
Exploring Supervised and Unsupervised Rewards in Machine Translation. 1908-1920 - Pere-Lluís Huguet Cabot, David Abadi
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions. 1921-1945 - Alessandro Seganti, Klaudia Firlag, Helena Skowronska, Michal Satlawa, Piotr Andruszkiewicz:
Multilingual Entity and Relation Extraction Dataset and Model. 1946-1955 - Zhongkai Sun, Prathusha Kameswara Sarma, Yingyu Liang, William A. Sethares:
A New View of Multi-modal Language Analysis: Audio and Video Features as Text "Styles". 1956-1965 - Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova:
Multilingual and cross-lingual document classification: A meta-learning approach. 1966-1976 - Gabriele Pergola, Elena Kochkina, Lin Gui
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. 1977-1985 - Junfeng Jiang, An Wang, Akiko Aizawa:
Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction. 1986-1997 - Debanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan:
"Laughing at you or with you": The Role of Sarcasm in Shaping the Disagreement Space. 1998-2010 - Lisheng Fu, Ralph Grishman:
Learning Relatedness between Types with Prototypes for Relation Extraction. 2011-2016 - Christine de Kock, Andreas Vlachos
I Beg to Differ: A study of constructive disagreement in online conversations. 2017-2027 - Elisabeth Eder, Ulrike Krieg-Holz, Udo Hahn:
Acquiring a Formality-Informed Lexical Resource for Style Analysis. 2028-2041 - Pei Chen, Kang Liu, Yubo Chen
Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents. 2042-2048 - Lucas Weber, Jaap Jumelet, Elia Bruni, Dieuwke Hupkes:
Language Modelling as a Multi-Task Problem. 2049-2060 - Jing Gu, Mostafa Mirshekari, Zhou Yu, Aaron Sisto:
ChainCQG: Flow-Aware Conversational Question Generation. 2061-2070 - Alberto Testoni, Raffaella Bernardi:
The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. 2071-2082 - Sunyam Bagga, Andrew Piper, Derek Ruths:
"Are you kidding me?": Detecting Unpalatable Questions on Reddit. 2083-2099 - Betty Fabre, Tanguy Urvoy, Jonathan Chevelu, Damien Lolive:
Neural-Driven Search-Based Paraphrase Generation. 2100-2111 - Zi-Yi Dou, Graham Neubig:
Word Alignment by Fine-tuning Embeddings on Parallel Corpora. 2112-2128 - Louis Fournier, Ewan Dunbar:
Paraphrases do not explain word analogies. 2129-2134 - Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon:
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games. 2135-2144 - Emily Allaway, Kathleen R. McKeown:
A Unified Feature Representation for Lexical Connotations. 2145-2163 - Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah:
FAST: Financial News and Tweet Based Time Aware Network for Stock Trading. 2164-2175 - Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige
Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries. 2176-2189 - Ronen Tamari
Process-Level Representation of Scientific Protocols with Interactive Annotation. 2190-2202 - Eva Vanmassenhove
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation. 2203-2213 - Benjamin Muller, Yanai Elazar, Benoît Sagot, Djamé Seddah:
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. 2214-2231 - Daniel de Vassimon Manela, David Errington, Thomas Fisher, Boris van Breugel, Pasquale Minervini:
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models. 2232-2242 - Laura Pérez-Mayos, Roberto Carlini, Miguel Ballesteros, Leo Wanner:
On the evolution of syntactic information encoded by BERT's contextualized representations. 2243-2258 - Lisa Bauer, Mohit Bansal:
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks. 2259-2272 - Mark-Jan Nederhof:
Calculating the optimal step of arc-eager parsing for non-projective trees. 2273-2283 - Judit Ács, Ákos Kádár, András Kornai:
Subword Pooling Makes a Difference. 2284-2295 - Ansel MacLaughlin, David A. Smith:
Content-based Models of Quotation. 2296-2314 - An Yan, Xin Wang, Tsu-Jui Fu, William Yang Wang:
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals. 2315-2320 - Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko:
VoiSeR: A New Benchmark for Voice-Based Search Refinement. 2321-2329 - Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran, Kathleen R. McKeown:
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings. 2330-2340 - Runcong Zhao, Lin Gui
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. 2341-2351 - Rob van der Goot, Özlem Çetinoglu:
Lexical Normalization for Code-switched Data and its Effect on POS Tagging. 2352-2365 - Rui Dong, David Smith
Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification. 2366-2375 - Miruna-Adriana Clinciu, Arash Eshghi
A Study of Automatic Metrics for the Evaluation of Natural Language Explanations. 2376-2387 - Chris Emmery
Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling. 2388-2402 - Jimin Sun, Hwijeen Ahn, Chan Young Park, Yulia Tsvetkov, David R. Mortensen:
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks. 2403-2414 - Ramit Sawhney, Harshit Joshi
PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media. 2415-2428 - Tianyu Jiang, Ellen Riloff:
Exploiting Definitions for Frame Identification. 2429-2434 - Satyapriya Krishna, Rahul Gupta, Christophe Dupuy:
ADePT: Auto-encoder based Differentially Private Text Transformation. 2435-2439 - Pieter Fivez, Simon Suster, Walter Daelemans:
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations. 2440-2450 - Suzanna Sia, Kevin Duh:
Adaptive Mixed Component LDA for Low Resource Topic Modeling. 2451-2469 - Winston Wu
Evaluating Neural Model Robustness for Machine Comprehension. 2470-2481 - Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos, Thomas Butler, Mohit Bansal:
Hidden Biases in Unreliable News Detection Datasets. 2482-2492 - Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi:
Annealing Knowledge Distillation. 2493-2504 - Vishakh Padmakumar, He He:
Unsupervised Extractive Summarization using Pointwise Mutual Information. 2505-2512 - Makoto Morishita, Jun Suzuki, Tomoharu Iwata, Masaaki Nagata:
Context-aware Neural Machine Translation with Mini-batch Embedding. 2513-2521 - Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald:
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. 2522-2532 - Orion Weller, Matthias Sperber, Christian Gollan, Joris Kluivers:
Streaming Models for Joint Speech Recognition and Translation. 2533-2539 - Yury Zemlyanskiy, Sudeep Gandhe, Ruining He, Bhargav Kanagal, Anirudh Ravula, Juraj Gottweis, Fei Sha, Ilya Eckstein:
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections. 2540-2549 - Xiangci Li, Gully A. Burns, Nanyun Peng:
Scientific Discourse Tagging for Evidence Extraction. 2550-2562 - James Hargreaves, Andreas Vlachos
Incremental Beam Manipulation for Natural Language Generation. 2563-2574 - Vidhisha Balachandran, Artidoro Pagnoni, Jay Yoon Lee, Dheeraj Rajagopal, Jaime G. Carbonell, Yulia Tsvetkov:
StructSum: Summarization via Structured Representations. 2575-2585 - Hiroaki Ozaki, Gaku Morio, Terufumi Morishita, Toshinori Miyoshi:
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing. 2586-2594 - Jacob Solawetz, Stefan Larson:
LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction. 2595-2600 - Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer, Andrew McCallum:
Changing the Mind of Transformers for Topically-Controllable Language Generation. 2601-2611 - Radia Rayan Chowdhury, Mir Tafseer Nayeem, Tahsin Tasnim Mim, Md. Saifur Rahman Chowdhury, Taufiqul Jannat:
Unsupervised Abstractive Summarization of Bengali Text Documents. 2612-2619 - Anushree Hede, Oshin Agarwal, Linda Lu, Diana C. Mutz, Ani Nenkova:
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution. 2620-2630 - Fineen Davis, Eddie Antonio Santos
On the Computational Modelling of Michif Verbal Morphology. 2631-2636 - Younes Samih, Kareem Darwish:
A Few Topical Tweets are Enough for Effective User Stance Detection. 2637-2646 - Devendra Singh Sachan, Yuhao Zhang, Peng Qi, William L. Hamilton:
Do Syntax Trees Help Pre-trained Transformers Extract Information? 2647-2661 - Reinald Kim Amplayo, Mirella Lapata:
Informative and Controllable Opinion Summarization. 2662-2672 - Katharina Kann, Mauro M. Monsalve-Mercado:
Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings. 2673-2685 - Alla Rozovskaya, Dan Roth:
How Good (really) are Grammatical Error Correction Systems? 2686-2698 - Tommaso Fornaciari, Federico Bianchi, Massimo Poesio, Dirk Hovy:
BERTective: Language Models and Contextual Information for Deception Detection. 2699-2708 - Philip Arthur, Trevor Cohn, Gholamreza Haffari:
Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning. 2709-2719 - Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su:
Complementary Evidence Identification in Open-Domain Question Answering. 2720-2726 - Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang:
Entity-level Factual Consistency of Abstractive Text Summarization. 2727-2733 - Yijun Xiao, William Yang Wang:
On Hallucination and Predictive Uncertainty in Conditional Language Generation. 2734-2744 - Duong Le, Thien Huu Nguyen:
Fine-Grained Event Trigger Detection. 2745-2752 - Sanqiang Zhao, Raghav Gupta, Yang Song, Denny Zhou:
Extremely Small BERT Models from Mixed-Vocabulary Training. 2753-2759 - Xudong Han, Timothy Baldwin, Trevor Cohn:
Diverse Adversaries for Mitigating Bias in Training. 2760-2765 - Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral:
'Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks. 2766-2771 - Hassan S. Shavarani, Anoop Sarkar:
Better Neural Machine Translation by Extracting Linguistic Information from BERT. 2772-2783 - Beilei Xiang, Changbing Yang, Yu Li, Alex Warstadt, Katharina Kann:
CLiMP: A Benchmark for Chinese Language Model Evaluation. 2784-2790 - Pooya Moradi, Nishant Kambhatla, Anoop Sarkar:
Measuring and Improving Faithfulness of Attention in Neural Machine Translation. 2791-2802 - Wenhan Xiong, Hong Wang, William Yang Wang:
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering. 2803-2815 - Dora Jambor, Komal K. Teru, Joelle Pineau, William L. Hamilton:
Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs. 2816-2822 - Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
ProFormer: Towards On-Device LSH Projection Based Transformers. 2823-2828 - Soumya Chatterjee, Ayush Maheshwari, Ganesh Ramakrishnan, Saketha Nath Jagarlapudi:
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification. 2829-2841 - David Wan, Chris Kedzie, Faisal Ladhak, Elsbeth Turcan, Petra Galuscáková, Elena Zotkina, Zhengping Jiang, Peter Bell, Kathleen R. McKeown:
Segmenting Subtitles for Correcting ASR Segmentation Errors. 2842-2854 - Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang:
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. 2855-2870 - Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva:
On-Device Text Representations Robust To Misspellings via Projections. 2871-2876 - Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan:
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. 2877-2887 - Jason Wei, Chengyu Huang
Text Augmentation in a Multi-Task View. 2888-2894 - Vicky Zayats, Kristina Toutanova, Mari Ostendorf:
Representations for Question Answering from Documents with Tables and Text. 2895-2906 - Kemal Kurniawan
PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation. 2907-2918 - Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya:
Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation. 2919-2931 - Carlos Aguirre, Keith Harrigian, Mark Dredze:
Gender and Racial Fairness in Depression Research using Social Media. 2932-2949 - Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, Yashar Mehdad:
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark. 2950-2962 - Aakanksha Naik, Jill Fain Lehman, Carolyn P. Rosé
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift. 2963-2975 - Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering. 2976-2992 - Gautier Dagan
Co-evolution of language and agents in referential games. 2993-3004 - Rujun Han, Luca Soldaini, Alessandro Moschitti:
Modeling Context in Answer Sentence Selection Systems on a Latency Budget. 3005-3010 - Jiangang Bai, Yujing Wang, Yiren Chen, Yaming Yang, Jing Bai, Jing Yu, Yunhai Tong:
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees. 3011-3020 - Housam Khalifa Bashier Babiker, Mi-Young Kim, Randy Goebel:
DISK-CSV: Distilling Interpretable Semantic Knowledge with a Class Semantic Vector. 3021-3030 - Vinit Ravishankar, Artur Kulmizev, Mostafa Abdou, Anders Søgaard, Joakim Nivre:
Attention Can Reflect Syntactic Structure (If You Let It). 3031-3045 - Yin Jou Huang, Sadao Kurohashi:
Extractive Summarization Considering Discourse and Coreference Relations based on Heterogeneous Graph. 3046-3052 - Thuy Vu, Alessandro Moschitti:
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. 3053-3061 - Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura:
Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers. 3062-3071 - Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya:
EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. 3072-3079 - Bingzhi Li, Guillaume Wisniewski:
Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense. 3080-3089 - Goran Glavas, Ivan Vulic:
Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation. 3090-3104 - Toms Bergmanis, Marcis Pinnis:
Facilitating Terminology Translation with Target Lemma Annotations. 3105-3111 - Kirill Milintsevich
Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources. 3112-3122 - Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan:
Summarising Historical Text in Modern Languages. 3123-3142 - Xuhui Zhou, Maarten Sap, Swabha Swayamdipta, Yejin Choi, Noah A. Smith:
Challenges in Automated Debiasing for Toxic Language Detection. 3143-3155 - Gaurav Sahu, Olga Vechtomova:
Adaptive Fusion Techniques for Multimodal Data. 3156-3166 - Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann, Evelyn Gius, Andreas Hotho, Fotis Jannidis, Lucas Kaufmann, Markus Krug, Frank Puppe, Nils Reiter, Annekea Schreiber, Nathalie Wiedmer:
Detecting Scenes in Fiction: A new Segmentation Task. 3167-3177 - Shreya Gupta, Parantak Singh, Megha Sundriyal, Md. Shad Akhtar, Tanmoy Chakraborty:
LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content. 3178-3188 - Tatyana Ruzsics, Olga Sozinova, Ximena Gutierrez-Vasques, Tanja Samardzic
Interpretability for Morphological Inflection: from Character-level Predictions to Subword-level Rules. 3189-3201 - Xiaojing Yu, Anxiao Jiang:
Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates. 3202-3212 - Ohjoon Kwon, Dohyun Kim, Soo-Ryeon Lee, Junyoung Choi, SangKeun Lee:
Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings. 3213-3221 - Julia Ive, Andy Mingren Li, Yishu Miao, Ozan Caglayan, Pranava Madhyastha, Lucia Specia:
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation. 3222-3233 - Deborah Ferreira, André Freitas
STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises. 3234-3243 - Yixuan Tang
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? 3244-3249 - Nora Kassner, Philipp Dufter, Hinrich Schütze:
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. 3250-3258 - Ziqian Zeng, Yangqiu Song:
Variational Weakly Supervised Sentiment Analysis with Posterior Regularization. 3259-3268 - Simone Conia, Roberto Navigli:
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration. 3269-3275 - Gihwan Kim, Youngjoong Ko:
Graph-based Fake News Detection using a Summarization Technique. 3276-3280 - Diptesh Kanojia, Prashant Sharma, Sayali Ghodekar, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni:
Cognition-aware Cognate Detection. 3281-3292 - Jasabanta Patro, Sabyasachee Baruah:
A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News. 3293-3305 - Mingxiao Li, Marie-Francine Moens:
Modeling Coreference Relations in Visual Dialog. 3306-3318 - Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, Timothy J. Hazen, Alessandro Sordoni:
Increasing Robustness to Spurious Correlations using Forgettable Examples. 3319-3332 - Shuo Huang, Zhuang Li, Lizhen Qu, Lei Pan:
On Robustness of Neural Semantic Parsers. 3333-3342 - Tiago Melo Almeida, Sérgio Matos:
Benchmarking a transformer-FREE model for ad-hoc retrieval. 3343-3353 - Eric Corlett, Gerald Penn:
Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity. 3354-3362 - Abhilasha Ravichander, Yonatan Belinkov, Eduard H. Hovy:
Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance? 3363-3377 - Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura:
One-class Text Classification with Multi-modal Deep Support Vector Data Description. 3378-3390 - Christos Xypolopoulos, Antoine J.-P. Tixier, Michalis Vazirgiannis:
Unsupervised Word Polysemy Quantification with Multiresolution Grids of Contextual Embeddings. 3391-3401 - Muhammad Abdul-Mageed, AbdelRahim A. Elmadany, El Moatez Billah Nagoudi, Dinesh Pabbi, Kunal Verma, Rannie Lin:
Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19. 3402-3420 - Nikhil Saini, Drumil Trivedi, Shreya Khare, Tejas I. Dhamecha, Preethi Jyothi, Samarth Bharadwaj, Pushpak Bhattacharyya:
Disfluency Correction using Unsupervised and Semi-supervised Learning. 3421-3427 - Saurabh Srivastava, Mayur Patidar, Sudip Chowdhury, Puneet Agarwal, Indrajit Bhattacharya, Gautam Shroff:
Complex Question Answering on knowledge graphs using machine translation and multi-task learning. 3428-3439 - Asa Cooper Stickland, Xian Li, Marjan Ghazvininejad:
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation. 3440-3453 - Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova, Tanja Samardzic
From characters to words: the turning point of BPE merges. 3454-3468 - Anoop Kunchukuttan, Siddharth Jain, Rahul Kejriwal:
A Large-scale Evaluation of Neural Machine Transliteration for Indic Languages. 3469-3475 - Kenichi Iwatsuki, Akiko Aizawa:
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database. 3476-3497 - Ilias Chalkidis, Manos Fergadiotis, Nikolaos Manginas, Eva Katakalou, Prodromos Malakasiotis:
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations. 3498-3511 - Patricia Thaine, Gerald Penn
The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings. 3512-3521 - Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu
Don't Change Me! User-Controllable Selective Paraphrase Generation. 3522-3527 - Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty:
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. 3528-3539 - Oana Balalau, Roxana Horincar:
From the Stage to the Audience: Propaganda on Reddit. 3540-3550 - Marcos García, Tiago Kramer Vieira, Carolina Scarton, Marco Idiart, Aline Villavicencio:
Probing for idiomaticity in vector space models. 3551-3564 - Yulong Wu
Is the Understanding of Explicit Discourse Relations Required in Machine Reading Comprehension? 3565-3579 - Sanja Stajner, Seren Yenikent:
Why Is MBTI Personality Detection from Texts a Difficult Task? 3580-3589 - Lee-Hsun Hsieh, Yang-Yin Lee, Ee-Peng Lim
Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer. 3590-3599 - Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi:
Meta-Learning for Effective Multi-task and Multilingual Modelling. 3600-3612 - Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang:
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. 3613-3617 - Adi Haviv, Jonathan Berant, Amir Globerson:
BERTese: Learning to Speak to BERT. 3618-3623 - Prashanth Vijayaraghavan, Deb Roy:
Lifelong Knowledge-Enriched Social Event Representation Learning. 3624-3635 - Xinyan Zhao, Haibo Ding, Zhe Feng:
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition. 3636-3649 - Markus Eberts, Adrian Ulges:
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning. 3650-3660 - Akshay Krishna Sheshadri, Anvesh Rao Vijjini, Sukhdeep Kharbanda:
WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm. 3661-3672 - Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui:
Two Training Strategies for Improving Relation Extraction over Universal Graph. 3673-3684 - WonKee Lee, Baikjin Jung, Jaehun Shin, Jong-Hyeok Lee:
Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation. 3685-3691 - Ukyo Honda, Yoshitaka Ushiku, Atsushi Hashimoto, Taro Watanabe, Yuji Matsumoto:
Removing Word-Level Spurious Alignment between Images and Pseudo-Captions in Unsupervised Image Captioning. 3692-3702 - Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig:
Towards More Fine-grained and Reliable NLP Performance Prediction. 3703-3714 - Thomas N. Haider:
Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features. 3715-3725 - Yuanhe Tian, Guimin Chen, Yan Song:
Enhancing Aspect-level Sentiment Analysis with Word Dependencies. 3726-3739
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