Findings of the Association for Computational Linguistics 2021: all accepted papers
- “We will Reduce Taxes” - Identifying Election Pledges with Language Models ↗Tommaso Fornaciari, Dirk Hovy, Elin Naurin et al.2 citations
- ARCH: Efficient Adversarial Regularized Training with Caching ↗Simiao Zuo, Chen Liang, Haoming Jiang et al.1 citation
- Analyzing Code Embeddings for Coding Clinical Narratives ↗Wei Shi, Jiewen Wu, Xiwen Yang et al.1 citation
- Argumentation-Driven Evidence Association in Criminal Cases ↗Yefei Teng, WenHan Chao1 citation
- COSMic: A Coherence-Aware Generation Metric for Image Descriptions ↗Mert Inan, Piyush Sharma, Baber Khalid et al.1 citation
- Calibrate your listeners! Robust communication-based training for pragmatic speakersRose Wang, Julia White, Jesse Mu et al.1 citation · our summary
- Competing Independent Modules for Knowledge Integration and Optimization ↗Parsa Bagherzadeh, Sabine Bergler1 citation
- Compositional Data and Task Augmentation for Instruction Following ↗Soham Dan, Xinran Han, Dan Roth1 citation
- Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint ↗Igor Vorona, Anh-Huy Phan, Alexander Panchenko et al.1 citation
- Expected Validation Performance and Estimation of a Random Variable's Maximum ↗Jesse Dodge, Suchin Gururangan, Dallas Card et al.1 citation
- Exploring Unsupervised Pretraining Objectives for Machine Translation ↗Christos Baziotis, Ivan Titov, Alexandra Birch et al.1 citation
- Generalized Supervised Attention for Text Generation ↗Yixian Liu, Liwen Zhang, Xinyu Zhang et al.1 citation
- Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy ↗Tao Huang, Hong Chen1 citation
- Insertion-based Tree Decoding ↗Denis Lukovnikov, Asja Fischer1 citation
- Language Resource Efficient Learning for Captioning ↗Jia Chen, Yike Wu, Shiwan Zhao et al.1 citation
- Learning Task Sampling Policy for Multitask Learning ↗Dhanasekar Sundararaman, Henry Tsai, Kuang-Huei Lee et al.1 citation
- Locality Preserving Sentence Encoding ↗Changrong Min, Yonghe Chu, Liang Yang et al.1 citation
- Neural Combinatory Constituency Parsing ↗Zhousi Chen, Longtu Zhang, Aizhan Imankulova et al.1 citation
- On Sparsifying Encoder Outputs in Sequence-to-Sequence Models ↗Biao Zhang, Ivan Titov, Rico Sennrich1 citation
- PSED: A Dataset for Selecting Emphasis in Presentation Slides ↗Amirreza Shirani, Giai Tran, Hieu Trinh et al.1 citation
- Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation ↗Takato Yamazaki, Akiko Aizawa1 citation
- Reference-based Weak Supervision for Answer Sentence Selection using Web Data ↗Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti1 citation
- Representing Syntax and Composition with Geometric Transformations ↗Lorenzo Bertolini, Julie Weeds, David Weir et al.1 citation
- Self-Training using Rules of Grammar for Few-Shot NLU ↗Joonghyuk Hahn, Hyunjoon Cheon, Kyuyeol Han et al.1 citation
- Sensei: Self-Supervised Sensor Name Segmentation ↗Jiaman Wu, Dezhi Hong, Rajesh Gupta et al.1 citation
- Sequence Models for Computational Etymology of Borrowings ↗Winston Wu, Kevin Duh, David Yarowsky1 citation
- Span Fine-tuning for Pre-trained Language Models ↗Rongzhou Bao, Zhuosheng Zhang, Hai Zhao1 citation
- Summary Grounded Conversation Generation ↗Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder et al.1 citation
- Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation ↗Fuwei Cui, Hui Di, Hongjie Ren et al.1 citation
- Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing ↗Boda Lin, Mingzheng Li, Si Li et al.1 citation
- “Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations ↗Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan et al.1 citation
- A Mixed-Method Design Approach for Empirically Based Selection of Unbiased Data Annotators ↗Gautam Thakur, Janna Caspersen, Drahomira Herrmannova et al.
- A Web Scale Entity Extraction System ↗Xuanting Cai, Quanbin Ma, Jianyu Liu et al.
- Automatic Bilingual Markup Transfer ↗Thomas Zenkel, Joern Wuebker, John DeNero
- Beyond Metadata: What Paper Authors Say About Corpora They Use ↗Nikolay Kolyada, Martin Potthast, Benno Stein
- Biomedical Interpretable Entity Representations ↗Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini et al.
- Co-Teaching Student-Model through Submission Results of Shared Task ↗Kouta Nakayama, Shuhei Kurita, Akio Kobayashi et al.
- Comparing learnability of two dependency schemes: `semantic' (UD) and `syntactic' (SUD) ↗Ryszard Tuora, Adam Przepiórkowski, Aleksander Leczkowski
- Coreference-aware Surprisal Predicts Brain Response ↗Evan Jaffe, Byung-Doh Oh, William Schuler
- Counterfactual Adversarial Learning with Representation Interpolation ↗Wei Wang, Boxin Wang, Ning Shi et al.
- Cross-Lingual Leveled Reading Based on Language-Invariant Features ↗Simin Rao, Hua Zheng, Sujian Li
- Data-Efficient Language Shaped Few-shot Image Classification ↗Zhenwen Liang, Xiangliang Zhang
- Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification ↗Hwiyeol Jo, Jaeseo Lim, Byoung-Tak Zhang
- Distilling Word Meaning in Context from Pre-trained Language Models ↗Yuki Arase, Tomoyuki Kajiwara
- Do UD Trees Match Mention Spans in Coreference Annotations?Martin Popel, Zdeněk Žabokrtský, Anna Nedoluzhko et al.our summary
- Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques ↗Hossein Amirkhani, Mohammad Taher Pilehvar
- Don't Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting ↗Yi Feng, Ting Wang, Chuanyi Li et al.
- EDTC: A Corpus for Discourse-Level Topic Chain Parsing ↗Longyin Zhang, Xin Tan, Fang Kong et al.
- Enhancing Language Generation with Effective Checkpoints of Pre-trained Language Model ↗Jeonghyeok Park, Hai Zhao
- Evaluating Word Embeddings with Categorical Modularity ↗Sílvia Casacuberta, Karina Halevy, Damián E. Blasi
- Few-Shot Novel Concept Learning for Semantic Parsing ↗Soham Dan, Osbert Bastani, Dan Roth
- Fine-grained Typing of Emerging Entities in Microblogs ↗Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda
- Graph-Based Decoding for Task Oriented Semantic Parsing ↗Jeremy Cole, Nanjiang Jiang, Panupong Pasupat et al.
- Grouped-Attention for Content-Selection and Content-Plan Generation ↗Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi et al.
- HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations ↗Sabine Wehnert, Christian Scheel, Simona Szakács-Behling et al.
- Implications of Using Internet Sting Corpora to Approximate Underage Victims ↗Tatiana Ringenberg, Kathryn Seigfried-Spellar, Julia Rayz
- LV-BERT: Exploiting Layer Variety for BERT ↗Weihao Yu, Zihang Jiang, Fei Chen et al.
- Learning Hard Retrieval Decoder Attention for Transformers ↗Hongfei Xu, Qiuhui Liu, Josef van Genabith et al.
- Learning and Analyzing Generation Order for Undirected Sequence Models ↗Yichen Jiang, Mohit Bansal
- Marked Attribute Bias in Natural Language InferenceHillary Dawkinsour summary
- Minimizing Annotation Effort via Max-Volume Spectral Sampling ↗Ariadna Quattoni, Xavier Carreras
- Modeling the Unigram Distribution ↗Irene Nikkarinen, Tiago Pimentel, Damián Blasi et al.
- More Parameters? No Thanks! ↗Zeeshan Khan, Kartheek Akella, Vinay Namboodiri et al.
- NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions ↗Zhiyu Chen, Honglei Liu, Hu Xu et al.
- Paths to Relation Extraction through Semantic Structure ↗Jonathan Yellin, Omri Abend
- Perceptual Models of Machine-Edited Text ↗Elizabeth Merkhofer, Monica-Ann Mendoza, Rebecca Marvin et al.
- Prediction or Comparison: Toward Interpretable Qualitative Reasoning ↗Mucheng Ren, Heyan Huang, Yang Gao
- RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations ↗Pedro Colon-Hernandez, Yida Xin, Henry Lieberman et al.
- Searching for More Efficient Dynamic Programs ↗Tim Vieira, Ryan Cotterell, Jason Eisner
- Sequence-to-Lattice Models for Fast Translation ↗Yuntian Deng, Alexander Rush
- Speculative Sampling in Variational Autoencoders for Dialogue Response Generation ↗Shoetsu Sato, Naoki Yoshinaga, Masashi Toyoda et al.
- Structured Refinement for Sequential Labeling ↗Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto et al.
- Survival text regression for time-to-event prediction in conversations ↗Christine De Kock, Andreas Vlachos
- Task-Oriented Clustering for Dialogues ↗Chenxu Lv, Hengtong Lu, Shuyu Lei et al.
- Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks ↗Ruixuan Luo, Yi Zhang, Sishuo Chen et al.
- UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings ↗Zhi Li, Yuchen Zhai, Chengyu Wang et al.
- Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification ↗Houssam Akhmouch, Gaël Dias, Jose G. Moreno
- Written Justifications are Key to Aggregate Crowdsourced Forecasts ↗Saketh Kotamraju, Eduardo Blanco
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