EACL 2021: all accepted papers
- Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network ↗Aniket Pramanick, Indrajit Bhattacharya11 citations
- Modeling Context in Answer Sentence Selection Systems on a Latency Budget ↗Rujun Han, Luca Soldaini, Alessandro Moschitti11 citations
- Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation ↗Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya11 citations
- On Robustness of Neural Semantic Parsers ↗Shuo Huang, Zhuang Li, Lizhen Qu et al.11 citations
- Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation ↗Vikash Balasubramanian, Ivan Kobyzev, Hareesh Bahuleyan et al.11 citations
- ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations ↗Ritam Dutt, Sayan Sinha, Rishabh Joshi et al.11 citations
- Through the Looking Glass: Learning to Attribute Synthetic Text Generated by Language Models ↗Shaoor Munir, Brishna Batool, Zubair Shafiq et al.11 citations
- WER-BERT: Automatic WER Estimation with BERT in a Balanced Ordinal Classification Paradigm ↗Akshay Krishna Sheshadri, Anvesh Rao Vijjini, Sukhdeep Kharbanda11 citations
- Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers ↗Liina Repo, Valtteri Skantsi, Samuel Rönnqvist et al. · Student Research Workshop10 citations
- Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated TasksJimin Sun, Hwijeen Ahn, Chan Young Park et al.10 citations · our summary
- DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections ↗Yury Zemlyanskiy, Sudeep Gandhe, Ruining He et al.10 citations
- Exploiting Emojis for Abusive Language Detection ↗Michael Wiegand, Josef Ruppenhofer10 citations
- Few Shot Dialogue State Tracking using Meta-learning ↗Saket Dingliwal, Shuyang Gao, Sanchit Agarwal et al.10 citations
- Few-Shot Semantic Parsing for New Predicates ↗Zhuang Li, Lizhen Qu, Shuo Huang et al.10 citations
- How Good (really) are Grammatical Error Correction Systems? ↗Alla Rozovskaya, Dan Roth10 citations
- How to Evaluate a Summarizer: Study Design and Statistical Analysis for Manual Linguistic Quality Evaluation ↗Julius Steen, Katja Markert10 citations
- PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation ↗Dimitris Papadopoulos, Nikolaos Papadakis, Nikolaos Matsatsinis · Student Research Workshop10 citations
- Siamese Neural Networks for Detecting Complementary Products ↗Marina Angelovska, Sina Sheikholeslami, Bas Dunn et al. · Student Research Workshop10 citations
- What Sounds “Right” to Me? Experiential Factors in the Perception of Political Ideology ↗Qinlan Shen, Carolyn Rose10 citations
- A Computational Analysis of Vagueness in Revisions of Instructional Texts ↗Alok Debnath, Michael Roth · Student Research Workshop9 citations
- A Large-scale Evaluation of Neural Machine Transliteration for Indic Languages ↗Anoop Kunchukuttan, Siddharth Jain, Rahul Kejriwal9 citations
- Adaptation of Back-translation to Automatic Post-Editing for Synthetic Data Generation ↗WonKee Lee, Baikjin Jung, Jaehun Shin et al.9 citations
- AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents ↗Melissa Roemmele, Deep Sidhpura, Steve DeNeefe et al. · System Demonstrations9 citations
- Automatic Data Acquisition for Event Coreference Resolution ↗Prafulla Kumar Choubey, Ruihong Huang9 citations
- Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries ↗Stephanie Hirmer, Alycia Leonard, Josephine Tumwesige et al.9 citations
- Changing the Mind of Transformers for Topically-Controllable Language Generation ↗Haw-Shiuan Chang, Jiaming Yuan, Mohit Iyyer et al.9 citations
- Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational ModelingStefan Grünewald, Prisca Piccirilli, Annemarie Friedrich9 citations · our summary
- Detecting Scenes in Fiction: A new Segmentation Task ↗Albin Zehe, Leonard Konle, Lea Katharina Dümpelmann et al.9 citations
- Expanding, Retrieving and Infilling: Diversifying Cross-Domain Question Generation with Flexible Templates ↗Xiaojing Yu, Anxiao Jiang9 citations
- Fine-Grained Event Trigger Detection ↗Duong Le, Thien Huu Nguyen9 citations
- From the Stage to the Audience: Propaganda on Reddit ↗Oana Balalau, Roxana Horincar9 citations
- Generating Weather Comments from Meteorological Simulations ↗Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo et al.9 citations
- Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models ↗Tianxing He, Bryan McCann, Caiming Xiong et al.9 citations
- Knowledge Base Question Answering through Recursive Hypergraphs ↗Naganand Yadati, Dayanidhi R S, Vaishnavi S et al.9 citations
- Learning Coupled Policies for Simultaneous Machine Translation using Imitation Learning ↗Philip Arthur, Trevor Cohn, Gholamreza Haffari9 citations
- Leveraging End-to-End ASR for Endangered Language Documentation: An Empirical Study on Yolóxochitl Mixtec ↗Jiatong Shi, Jonathan D. Amith, Rey Castillo García et al.9 citations
- MadDog: A Web-based System for Acronym Identification and Disambiguation ↗Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang et al. · System Demonstrations · 🏆 Best Demo Paper9 citations
- On the evolution of syntactic information encoded by BERT's contextualized representations ↗Laura Pérez-Mayos, Roberto Carlini, Miguel Ballesteros et al.9 citations
- SLTEV: Comprehensive Evaluation of Spoken Language Translation ↗Ebrahim Ansari, Ondřej Bojar, Barry Haddow et al. · System Demonstrations · 🏆 Outstanding Demo Paper9 citations
- `Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks ↗Man Luo, Shailaja Keyur Sampat, Riley Tallman et al.9 citations
- “Killing Me” Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism ↗Buru Chang, Inggeol Lee, Hyunjae Kim et al.9 citations
- A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages ↗Jivnesh Sandhan, Amrith Krishna, Ashim Gupta et al. · Student Research Workshop8 citations
- Bootstrapping Relation Extractors using Syntactic Search by Examples ↗Matan Eyal, Asaf Amrami, Hillel Taub-Tabib et al.8 citations
- Cognition-aware Cognate Detection ↗Diptesh Kanojia, Prashant Sharma, Sayali Ghodekar et al. · 🏆 Honorable Mention for Best Long Paper8 citations
- Dialogue Act-based Breakdown Detection in Negotiation DialoguesAtsuki Yamaguchi, Kosui Iwasa, Katsuhide Fujita8 citations · our summary
- Disambiguatory Signals are Stronger in Word-initial Positions ↗Tiago Pimentel, Ryan Cotterell, Brian Roark8 citations
- Keep Learning: Self-supervised Meta-learning for Learning from Inference ↗Akhil Kedia, Sai Chetan Chinthakindi8 citations
- L2C: Describing Visual Differences Needs Semantic Understanding of Individuals ↗An Yan, Xin Wang, Tsu-Jui Fu et al.8 citations
- PolyLM: Learning about Polysemy through Language Modeling ↗Alan Ansell, Felipe Bravo-Marquez, Bernhard Pfahringer8 citations
- PunKtuator: A Multilingual Punctuation Restoration System for Spoken and Written Text ↗Varnith Chordia · System Demonstrations8 citations
- Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification ↗Rui Dong, David Smith8 citations
- Which is Better for Deep Learning: Python or MATLAB? Answering Comparative Questions in Natural Language ↗Viktoriia Chekalina, Alexander Bondarenko, Chris Biemann et al. · System Demonstrations8 citations
- A Dashboard for Mitigating the COVID-19 Misinfodemic ↗Zhengyuan Zhu, Kevin Meng, Josue Caraballo et al. · System Demonstrations7 citations
- A Systematic Review of Reproducibility Research in Natural Language Processing ↗Anya Belz, Shubham Agarwal, Anastasia Shimorina et al.7 citations
- ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning ↗Yufei Wang, Ian Wood, Stephen Wan et al.7 citations
- Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection ↗Jens Kaiser, Sinan Kurtyigit, Serge Kotchourko et al.7 citations
- El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing ↗Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda et al.7 citations
- Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources ↗Kirill Milintsevich, Kairit Sirts7 citations
- Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs ↗Dora Jambor, Komal Teru, Joelle Pineau et al.7 citations
- Few-shot Learning for Slot Tagging with Attentive Relational Network ↗Cennet Oguz, Ngoc Thang Vu7 citations
- Finite-state script normalization and processing utilities: The Nisaba Brahmic library ↗Cibu Johny, Lawrence Wolf-Sonkin, Alexander Gutkin et al. · System Demonstrations7 citations
- How Fast can BERT Learn Simple Natural Language Inference?Yi-Chung Lin, Keh-Yih Su7 citations · our summary
- Learning Relatedness between Types with Prototypes for Relation Extraction ↗Lisheng Fu, Ralph Grishman7 citations
- Lifelong Knowledge-Enriched Social Event Representation Learning ↗Prashanth Vijayaraghavan, Deb Roy7 citations
- Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models ↗Itzik Malkiel, Lior Wolf7 citations
- Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features ↗Thomas Haider7 citations
- OPUS-CAT: Desktop NMT with CAT integration and local fine-tuning ↗Tommi Nieminen · System Demonstrations7 citations
- One-class Text Classification with Multi-modal Deep Support Vector Data Description ↗Chenlong Hu, Yukun Feng, Hidetaka Kamigaito et al.7 citations
- Text Augmentation in a Multi-Task View ↗Jason Wei, Chengyu Huang, Shiqi Xu et al.7 citations
- The Gutenberg Dialogue Dataset ↗Richard Csaky, Gábor Recski7 citations
- A description and demonstration of SAFAR framework ↗Karim Bouzoubaa, Younes Jaafar, Driss Namly et al. · System Demonstrations6 citations
- Automatically Cataloging Scholarly Articles using Library of Congress Subject Headings ↗Nazmul Kazi, Nathaniel Lane, Indika Kahanda · Student Research Workshop6 citations
- Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification ↗Yi Zhu, Ehsan Shareghi, Yingzhen Li et al.6 citations
- Disfluency Correction using Unsupervised and Semi-supervised Learning ↗Nikhil Saini, Drumil Trivedi, Shreya Khare et al.6 citations
- Incremental Beam Manipulation for Natural Language Generation ↗James Hargreaves, Andreas Vlachos, Guy Emerson6 citations
- Modeling Coreference Relations in Visual Dialog ↗Mingxiao Li, Marie-Francine Moens6 citations
- MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization ↗Jenny Paola Yela-Bello, Ewan Oglethorpe, Navid Rekabsaz6 citations
- ProFormer: Towards On-Device LSH Projection Based Transformers ↗Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva · 🏆 Honorable Mention for Best Short Paper6 citations
- Randomized Deep Structured Prediction for Discourse-Level Processing ↗Manuel Widmoser, Maria Leonor Pacheco, Jean Honorio et al.6 citations
- SCoT: Sense Clustering over Time: a tool for the analysis of lexical change ↗Christian Haase, Saba Anwar, Seid Muhie Yimam et al. · System Demonstrations6 citations
- TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation ↗Guangneng Hu, Qiang Yang6 citations
- “Are you kidding me?”: Detecting Unpalatable Questions on Reddit ↗Sunyam Bagga, Andrew Piper, Derek Ruths6 citations
- “Laughing at you or with you”: The Role of Sarcasm in Shaping the Disagreement SpaceDebanjan Ghosh, Ritvik Shrivastava, Smaranda Muresan6 citations · our summary
- Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense ↗Bingzhi Li, Guillaume Wisniewski5 citations
- Context-aware Neural Machine Translation with Mini-batch Embedding ↗Makoto Morishita, Jun Suzuki, Tomoharu Iwata et al.5 citations
- Dynamic Graph Transformer for Implicit Tag Recognition ↗Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang et al.5 citations
- Emoji-Based Transfer Learning for Sentiment Tasks ↗Susann Boy, Dana Ruiter, Dietrich Klakow · Student Research Workshop5 citations
- Have Attention Heads in BERT Learned Constituency Grammar? ↗Ziyang Luo · Student Research Workshop5 citations
- MONAH: Multi-Modal Narratives for Humans to analyze conversations ↗Joshua Y. Kim, Kalina Yacef, Greyson Kim et al.5 citations
- Model Agnostic Answer Reranking System for Adversarial Question Answering ↗Sagnik Majumder, Chinmoy Samant, Greg Durrett · Student Research Workshop5 citations
- Neural-Driven Search-Based Paraphrase Generation ↗Betty Fabre, Tanguy Urvoy, Jonathan Chevelu et al.5 citations
- On the (In)Effectiveness of Images for Text Classification ↗Chunpeng Ma, Aili Shen, Hiyori Yoshikawa et al.5 citations
- Quantifying Appropriateness of Summarization Data for Curriculum Learning ↗Ryuji Kano, Takumi Takahashi, Toru Nishino et al.5 citations
- STAR: Cross-modal [STA]tement [R]epresentation for selecting relevant mathematical premises ↗Deborah Ferreira, André Freitas5 citations
- Semantic Oppositeness Assisted Deep Contextual Modeling for Automatic Rumor Detection in Social Networks ↗Nisansa de Silva, Dejing Dou5 citations
- T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition ↗Saadullah Amin, Guenter Neumann · System Demonstrations5 citations
- The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues ↗Alberto Testoni, Raffaella Bernardi5 citations
- The Source-Target Domain Mismatch Problem in Machine Translation ↗Jiajun Shen, Peng-Jen Chen, Matthew Le et al.5 citations
- Two Training Strategies for Improving Relation Extraction over Universal Graph ↗Qin Dai, Naoya Inoue, Ryo Takahashi et al.5 citations
- A Unified Feature Representation for Lexical Connotations ↗Emily Allaway, Kathleen McKeown4 citations
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