Findings of the Association for Computational Linguistics 2021: all accepted papers
- Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation ↗Haoran Yang, Wai Lam, Piji Li13 citations
- Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate ↗Austin Botelho, Scott A. Hale, Bertie Vidgen13 citations
- Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs ↗Jianyu Cai, Zhanqiu Zhang, Feng Wu et al.13 citations
- Do We Know What We Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0 ↗Elior Sulem, Jamaal Hay, Dan Roth13 citations
- Grammar-Based Patches Generation for Automated Program Repair ↗Yu Tang, Long Zhou, Ambrosio Blanco et al.13 citations
- HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management ↗Silin Gao, Ryuichi Takanobu, Wei Peng et al.13 citations
- Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings ↗Kai Wang, Yu Liu, Dan Lin et al.13 citations
- Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability ↗Wei-Tsung Kao, Hung-yi Lee13 citations
- Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation ↗Yixuan Su, David Vandyke, Simon Baker et al.13 citations
- Learning to Ground Visual Objects for Visual Dialog ↗Feilong Chen, Xiuyi Chen, Can Xu et al.13 citations
- On the Effects of Transformer Size on In- and Out-of-Domain Calibration ↗Soham Dan, Dan Roth13 citations
- On the Interplay Between Fine-tuning and Composition in Transformers ↗Lang Yu, Allyson Ettinger13 citations
- Patterns of Polysemy and Homonymy in Contextualised Language Models ↗Janosch Haber, Massimo Poesio13 citations
- Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables ↗Weizhi Wang, Zhirui Zhang, Yichao Du et al.13 citations
- Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding ↗Shane Storks, Qiaozi Gao, Yichi Zhang et al.13 citations
- Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data ↗Massimo Nicosia, Zhongdi Qu, Yasemin Altun13 citations
- When in Doubt: Improving Classification Performance with Alternating Normalization ↗Menglin Jia, Austin Reiter, Ser-Nam Lim et al.13 citations
- XeroAlign: Zero-shot cross-lingual transformer alignment ↗Milan Gritta, Ignacio Iacobacci13 citations
- Active Learning for Rumor Identification on Social Media ↗Parsa Farinneya, Mohammad Mahdi Abdollah Pour, Sardar Hamidian et al.12 citations
- An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages ↗Xinyu Lu, Jipeng Qiang, Yun Li et al.12 citations
- BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch ↗Wenpeng Yin, Huan Wang, Jin Qu et al.12 citations
- Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization ↗Akhil Kedia, Sai Chetan Chinthakindi, Wonho Ryu12 citations
- Compositional Networks Enable Systematic Generalization for Grounded Language Understanding ↗Yen-Ling Kuo, Boris Katz, Andrei Barbu12 citations
- Confidence-Aware Scheduled Sampling for Neural Machine Translation ↗Yijin Liu, Fandong Meng, Yufeng Chen et al.12 citations
- Constructing contrastive samples via summarization for text classification with limited annotations ↗Yangkai Du, Tengfei Ma, Lingfei Wu et al.12 citations
- Detecting Community Sensitive Norm Violations in Online Conversations ↗Chan Young Park, Julia Mendelsohn, Karthik Radhakrishnan et al.12 citations
- DocOIE: A Document-level Context-Aware Dataset for OpenIE ↗Kuicai Dong, Zhao Yilin, Aixin Sun et al.12 citations
- GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoningZilong Zheng, Shuwen Qiu, Lifeng Fan et al.12 citations · our summary
- Generalization in Text-based Games via Hierarchical Reinforcement Learning ↗Yunqiu Xu, Meng Fang, Ling Chen et al.12 citations
- Highlight-Transformer: Leveraging Key Phrase Aware Attention to Improve Abstractive Multi-Document Summarization ↗Shuaiqi Liu, Jiannong Cao, Ruosong Yang et al.12 citations
- How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology? ↗Chantal Amrhein, Rico Sennrich12 citations
- Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning ↗Yichao Luo, Yige Xu, Jiacheng Ye et al.12 citations
- OKGIT: Open Knowledge Graph Link Prediction with Implicit Types ↗Chandrahas, Partha Pratim Talukdar12 citations
- Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models ↗Qiuhao Lu, Dejing Dou, Thien Huu Nguyen12 citations
- Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations ↗Shifeng Liu, Yifang Sun, Bing Li et al.12 citations
- Table-based Fact Verification With Salience-aware Learning ↗Fei Wang, Kexuan Sun, Jay Pujara et al.12 citations
- To Protect and To Serve? Analyzing Entity-Centric Framing of Police Violence ↗Caleb Ziems, Diyi Yang12 citations
- A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization ↗Yuejie Lei, Fujia Zheng, Yuanmeng Yan et al.11 citations
- A Joint Model for Structure-based News Genre Classification with Application to Text Summarization ↗Zeyu Dai, Ruihong Huang11 citations
- Adapting Entities across Languages and Cultures ↗Denis Peskov, Viktor Hangya, Jordan Boyd-Graber et al.11 citations
- AgreeSum: Agreement-Oriented Multi-Document Summarization ↗Richard Yuanzhe Pang, Adam Lelkes, Vinh Tran et al.11 citations
- Analyzing Stereotypes in Generative Text Inference Tasks ↗Anna Sotnikova, Yang Trista Cao, Hal Daumé III et al.11 citations
- Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits ↗Julia Kreutzer, David Vilar, Artem Sokolov11 citations
- Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task? ↗Clémentine Fourrier, Rachel Bawden, Benoît Sagot11 citations
- Controlled Neural Sentence-Level Reframing of News Articles ↗Wei-Fan Chen, Khalid Al Khatib, Benno Stein et al.11 citations
- Dialogue-oriented Pre-training ↗Yi Xu, Hai Zhao11 citations
- Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models ↗Jaromir Savelka, Kevin Ashley11 citations
- Discovering Topics in Long-tailed Corpora with Causal Intervention ↗Xiaobao Wu, Chunping Li, Yishu Miao11 citations
- Enhancing Metaphor Detection by Gloss-based Interpretations ↗Hai Wan, Jinxia Lin, Jianfeng Du et al.11 citations
- Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment ↗MengNan Qi, Hao Liu, YuZhuo Fu et al.11 citations
- Incorporating Circumstances into Narrative Event Prediction ↗Shichao Wang, Xiangrui Cai, HongBin Wang et al.11 citations
- Joint Multi-Decoder Framework with Hierarchical Pointer Network for Frame Semantic Parsing ↗Xudong Chen, Ce Zheng, Baobao Chang11 citations
- Joint Optimization of Tokenization and Downstream Model ↗Tatsuya Hiraoka, Sho Takase, Kei Uchiumi et al.11 citations
- KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning ↗Haonan Li, Yeyun Gong, Jian Jiao et al.11 citations
- Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation ↗Kaiyu Huang, Hao Yu, Junpeng Liu et al.11 citations
- Manifold Adversarial Augmentation for Neural Machine Translation ↗Guandan Chen, Kai Fan, Kaibo Zhang et al.11 citations
- Memory-Efficient Differentiable Transformer Architecture Search ↗Yuekai Zhao, Li Dong, Yelong Shen et al.11 citations
- Minimax and Neyman–Pearson Meta-Learning for Outlier Languages ↗Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava et al.11 citations
- Named Entity Recognition via Noise Aware Training Mechanism with Data Filter ↗Xiusheng Huang, Yubo Chen, Shun Wu et al.11 citations
- New Dataset and Strong Baselines for the Grammatical Error Correction of Russian ↗Viet Anh Trinh, Alla Rozovskaya11 citations
- Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations ↗Fuxiang Chen, Mijung Kim, Jaegul Choo11 citations
- Probing Multi-modal Machine Translation with Pre-trained Language Model ↗Kong Yawei, Kai Fan11 citations
- Scaling Within Document Coreference to Long TextsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar et al.11 citations · our summary
- Semi-Supervised Data Programming with Subset Selection ↗Ayush Maheshwari, Oishik Chatterjee, Krishnateja Killamsetty et al.11 citations
- mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model ↗Rasmus Kær Jørgensen, Mareike Hartmann, Xiang Dai et al.11 citations
- A Computational Exploration of Pejorative Language in Social Media ↗Liviu P. Dinu, Ioan-Bogdan Iordache, Ana Sabina Uban et al.10 citations
- Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency ↗Zekang Li, Jinchao Zhang, Zhengcong Fei et al.10 citations
- AugVic: Exploiting BiText Vicinity for Low-Resource NMT ↗Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty10 citations
- Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models ↗Gustavo Zomer, Ana Frankenberg-Garcia10 citations
- CVAE-based Re-anchoring for Implicit Discourse Relation ClassificationZujun Dou, Yu Hong, Yu Sun et al.10 citations · our summary
- Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality ↗Gustavo Aguilar, Bryan McCann, Tong Niu et al.10 citations
- Constructing Flow Graphs from Procedural Cybersecurity Texts ↗Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee et al.10 citations
- Contrastive Document Representation Learning with Graph Attention Networks ↗Peng Xu, Xinchi Chen, Xiaofei Ma et al.10 citations
- Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage ↗Isidora Tourni, Lei Guo, Taufiq Husada Daryanto et al.10 citations
- Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval ↗Yanmeng Wang, Jun Bai, Ye Wang et al.10 citations
- ForumSum: A Multi-Speaker Conversation Summarization Dataset ↗Misha Khalman, Yao Zhao, Mohammad Saleh10 citations
- GenerativeRE: Incorporating a Novel Copy Mechanism and Pretrained Model for Joint Entity and Relation Extraction ↗Jiarun Cao, Sophia Ananiadou10 citations
- H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction ↗Jhih-wei Chen, Tsu-Jui Fu, Chen-Kang Lee et al.10 citations
- HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks ↗Xuye Liu, Dakuo Wang, April Wang et al.10 citations
- HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation ↗Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty et al.10 citations
- How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation? ↗Weijia Xu, Shuming Ma, Dongdong Zhang et al.10 citations
- How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation ↗Marco Gaido, Beatrice Savoldi, Luisa Bentivogli et al.10 citations
- Investigating Memorization of Conspiracy Theories in Text Generation ↗Sharon Levy, Michael Saxon, William Yang Wang10 citations
- Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference ↗Hai Hu, He Zhou, Zuoyu Tian et al.10 citations
- Knowledge-Guided Paraphrase Identification ↗Haoyu Wang, Fenglong Ma, Yaqing Wang et al.10 citations
- Learning to Generate Questions by Learning to Recover Answer-containing Sentences ↗Seohyun Back, Akhil Kedia, Sai Chetan Chinthakindi et al.10 citations
- LenAtten: An Effective Length Controlling Unit For Text Summarization ↗Zhongyi Yu, Zhenghao Wu, Hao Zheng et al.10 citations
- Medical Code Assignment with Gated Convolution and Note-Code Interaction ↗Shaoxiong Ji, Shirui Pan, Pekka Marttinen10 citations
- Mixup Decoding for Diverse Machine Translation ↗Jicheng Li, Pengzhi Gao, Xuanfu Wu et al.10 citations
- Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model ↗Shaolei Zhang, Yang Feng10 citations
- Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering ↗Minghan Li, Ming Li, Kun Xiong et al.10 citations
- Multilingual AMR Parsing with Noisy Knowledge Distillation ↗Deng Cai, Xin Li, Jackie Chun-Sing Ho et al.10 citations
- On-the-Fly Attention Modulation for Neural Generation ↗Yue Dong, Chandra Bhagavatula, Ximing Lu et al.10 citations
- Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction ↗Zeyu Li, Wei Cheng, Reema Kshetramade et al.10 citations
- RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data ↗Jonas Rieger, Carsten Jentsch, Jörg Rahnenführer10 citations
- Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System ↗Sihong Liu, Jinchao Zhang, Keqing He et al.10 citations
- SciXGen: A Scientific Paper Dataset for Context-Aware Text Generation ↗Hong Chen, Hiroya Takamura, Hideki Nakayama10 citations
- Stream-level Latency Evaluation for Simultaneous Machine Translation ↗Javier Iranzo-Sánchez, Jorge Civera Saiz, Alfons Juan10 citations
- The Topic Confusion Task: A Novel Evaluation Scenario for Authorship Attribution ↗Malik Altakrori, Jackie Chi Kit Cheung, Benjamin C. M. Fung10 citations
- Towards Automatic Bias Detection in Knowledge Graphs ↗Daphna Keidar, Mian Zhong, Ce Zhang et al.10 citations
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