ACL 2021: all accepted papers
- Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection ↗Kamil Kanclerz, Alicja Figas, Marcin Gruza et al. · Long Papers28 citations
- Metaphor Generation with Conceptual Mappings ↗Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng et al. · Long Papers28 citations
- Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries ↗Yi Yu, Adam Jatowt, Antoine Doucet et al. · Long Papers28 citations
- PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ↗Thomas Dopierre, Christophe Gravier, Wilfried Logerais · Long Papers28 citations
- Robustness Testing of Language Understanding in Task-Oriented Dialog ↗Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen et al. · Long Papers28 citations
- Ruddit: Norms of Offensiveness for English Reddit Comments ↗Rishav Hada, Sohi Sudhir, Pushkar Mishra et al. · Long Papers28 citations
- SENT: Sentence-level Distant Relation Extraction via Negative Training ↗Ruotian Ma, Tao Gui, Linyang Li et al. · Long Papers28 citations
- TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ↗Hanlei Zhang, Xiaoteng Li, Hua Xu et al. · System Demonstrations28 citations
- The Classical Language Toolkit: An NLP Framework for Pre-Modern Languages ↗Kyle P. Johnson, Patrick J. Burns, John Stewart et al. · System Demonstrations28 citations
- A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ↗Sara Rajaee, Mohammad Taher Pilehvar · Short Papers27 citations
- A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ↗Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon et al. · Long Papers27 citations
- Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ↗Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala et al. · Long Papers27 citations
- Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation ↗Xiuying Chen, Hind Alamro, Mingzhe Li et al. · Long Papers27 citations
- Database reasoning over text ↗James Thorne, Majid Yazdani, Marzieh Saeidi et al. · Long Papers27 citations
- Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ↗Lu Cheng, Ahmadreza Mosallanezhad, Yasin Silva et al. · Long Papers27 citations
- NeurST: Neural Speech Translation Toolkit ↗Chengqi Zhao, Mingxuan Wang, Qianqian Dong et al. · System Demonstrations27 citations
- PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling ↗Xiaoxue Zang, Lijuan Liu, Maria Wang et al. · Long Papers27 citations
- Prevent the Language Model from being Overconfident in Neural Machine Translation ↗Mengqi Miao, Fandong Meng, Yijin Liu et al. · Long Papers27 citations
- Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification ↗Jiasheng Si, Deyu Zhou, Tongzhe Li et al. · Long Papers27 citations
- Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ↗Mathias Müller, Rico Sennrich · Long Papers27 citations
- Adversarial Learning for Discourse Rhetorical Structure ParsingLongyin Zhang, Fang Kong, Guodong Zhou · Long Papers26 citations · our summary
- Cross-lingual Text Classification with Heterogeneous Graph Neural Network ↗Ziyun Wang, Xuan Liu, Peiji Yang et al. · Short Papers26 citations
- Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders ↗Bin Sun, Shaoxiong Feng, Yiwei Li et al. · Long Papers26 citations
- Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval ↗Hongyin Tang, Xingwu Sun, Beihong Jin et al. · Long Papers26 citations
- Is Sparse Attention more Interpretable? ↗Clara Meister, Stefan Lazov, Isabelle Augenstein et al. · Short Papers26 citations
- Question Generation for Adaptive Education ↗Megha Srivastava, Noah Goodman · Short Papers26 citations
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ↗Baolin Peng, Chunyuan Li, Zhu Zhang et al. · Long Papers26 citations
- Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention ↗Wasi Ahmad, Xiao Bai, Soomin Lee et al. · Long Papers26 citations
- Which Linguist Invented the Lightbulb? Presupposition Verification for Question-AnsweringNajoung Kim, Ellie Pavlick, Burcu Karagol Ayan et al. · Long Papers26 citations · our summary
- xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ↗Nan Yang, Furu Wei, Binxing Jiao et al. · Long Papers26 citations
- DefSent: Sentence Embeddings using Definition Sentences ↗Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda · Short Papers25 citations
- Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ↗Alexander Hanbo Li, Patrick Ng, Peng Xu et al. · Long Papers25 citations
- ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning ↗Li Du, Xiao Ding, Kai Xiong et al. · Long Papers25 citations
- Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia ↗Jiao Sun, Nanyun Peng · Short Papers25 citations
- On Compositional Generalization of Neural Machine Translation ↗Yafu Li, Yongjing Yin, Yulong Chen et al. · Long Papers25 citations
- OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics ↗Jian Guan, Zhexin Zhang, Zhuoer Feng et al. · Long Papers25 citations
- Unsupervised Out-of-Domain Detection via Pre-trained Transformers ↗Keyang Xu, Tongzheng Ren, Shikun Zhang et al. · Long Papers25 citations
- skweak: Weak Supervision Made Easy for NLP ↗Pierre Lison, Jeremy Barnes, Aliaksandr Hubin · System Demonstrations25 citations
- A Neural Transition-based Model for Argumentation Mining ↗Jianzhu Bao, Chuang Fan, Jipeng Wu et al. · Long Papers24 citations
- An Improved Model for Voicing Silent Speech ↗David Gaddy, Dan Klein · Short Papers24 citations
- Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims ↗Qiang Sheng, Juan Cao, Xueyao Zhang et al. · Long Papers24 citations
- Control Image Captioning Spatially and Temporally ↗Kun Yan, Lei Ji, Huaishao Luo et al. · Long Papers24 citations
- Discriminative Reranking for Neural Machine Translation ↗Ann Lee, Michael Auli, Marc'Aurelio Ranzato · Long Papers24 citations
- Explainable Prediction of Text Complexity: The Missing Preliminaries for Text Simplification ↗Cristina Garbacea, Mengtian Guo, Samuel Carton et al. · Long Papers24 citations
- Explaining Relationships Between Scientific Documents ↗Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski et al. · Long Papers24 citations
- Exploiting Document Structures and Cluster Consistencies for Event Coreference ResolutionHieu Minh Tran, Duy Phung, Thien Huu Nguyen · Long Papers24 citations · our summary
- Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem ↗Raphael Schumann, Stefan Riezler · Long Papers24 citations
- Machine Translation into Low-resource Language Varieties ↗Sachin Kumar, Antonios Anastasopoulos, Shuly Wintner et al. · Short Papers24 citations
- Multi-Scale Progressive Attention Network for Video Question Answering ↗Zhicheng Guo, Jiaxuan Zhao, Licheng Jiao et al. · Short Papers24 citations
- Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path ↗Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto et al. · Long Papers24 citations
- Relative Importance in Sentence Processing ↗Nora Hollenstein, Lisa Beinborn · Short Papers24 citations
- Reliability Testing for Natural Language Processing Systems ↗Samson Tan, Shafiq Joty, Kathy Baxter et al. · Long Papers24 citations
- Revisiting the Negative Data of Distantly Supervised Relation Extraction ↗Chenhao Xie, Jiaqing Liang, Jingping Liu et al. · Long Papers24 citations
- Self-Supervised Multimodal Opinion Summarization ↗Jinbae Im, Moonki Kim, Hoyeop Lee et al. · Long Papers24 citations
- Structural Guidance for Transformer Language Models ↗Peng Qian, Tahira Naseem, Roger Levy et al. · Long Papers24 citations
- TextBox: A Unified, Modularized, and Extensible Framework for Text Generation ↗Junyi Li, Tianyi Tang, Gaole He et al. · System Demonstrations24 citations
- An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models ↗Xueqing Liu, Chi Wang · Long Papers23 citations
- AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models ↗Yichun Yin, Cheng Chen, Lifeng Shang et al. · Long Papers23 citations
- BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition ↗Yinghao Li, Pranav Shetty, Lucas Liu et al. · Long Papers23 citations
- Diversifying Dialog Generation via Adaptive Label Smoothing ↗Yida Wang, Yinhe Zheng, Yong Jiang et al. · Long Papers23 citations
- Event-Centric Natural Language Processing ↗Muhao Chen, Hongming Zhang, Qiang Ning et al. · Tutorial Abstracts23 citations
- Examining the Inductive Bias of Neural Language Models with Artificial Languages ↗Jennifer C. White, Ryan Cotterell · Long Papers23 citations
- Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ↗Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil et al. · Long Papers23 citations
- Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models ↗Chong Li, Cenyuan Zhang, Xiaoqing Zheng et al. · Short Papers23 citations
- ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data ↗Woojeong Jin, Rahul Khanna, Suji Kim et al. · Long Papers23 citations
- Improving Paraphrase Detection with the Adversarial Paraphrasing Task ↗Animesh Nighojkar, John Licato · Long Papers23 citations
- Intent Classification and Slot Filling for Privacy Policies ↗Wasi Ahmad, Jianfeng Chi, Tu Le et al. · Long Papers23 citations
- On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ↗Divyansh Kaushik, Douwe Kiela, Zachary C. Lipton et al. · Long Papers23 citations
- StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ↗Yikang Shen, Yi Tay, Che Zheng et al. · Long Papers23 citations
- Structural Pre-training for Dialogue Comprehension ↗Zhuosheng Zhang, Hai Zhao · Long Papers23 citations
- What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? ↗Nikita Nangia, Saku Sugawara, Harsh Trivedi et al. · Long Papers23 citations
- An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ↗Baohang Zhou, Xiangrui Cai, Ying Zhang et al. · Long Papers22 citations
- From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding ↗Shan Wu, Bo Chen, Chunlei Xin et al. · Long Papers22 citations
- Generating Query Focused Summaries from Query-Free Resources ↗Yumo Xu, Mirella Lapata · Long Papers22 citations
- GhostBERT: Generate More Features with Cheap Operations for BERT ↗Zhiqi Huang, Lu Hou, Lifeng Shang et al. · Long Papers22 citations
- Learning Event Graph Knowledge for Abductive Reasoning ↗Li Du, Xiao Ding, Ting Liu et al. · Long Papers22 citations
- LexFit: Lexical Fine-Tuning of Pretrained Language Models ↗Ivan Vulić, Edoardo Maria Ponti, Anna Korhonen et al. · Long Papers22 citations
- Mask-Align: Self-Supervised Neural Word Alignment ↗Chi Chen, Maosong Sun, Yang Liu · Long Papers22 citations
- PASS: Perturb-and-Select Summarizer for Product Reviews ↗Nadav Oved, Ran Levy · Long Papers22 citations
- Positional Artefacts Propagate Through Masked Language Model Embeddings ↗Ziyang Luo, Artur Kulmizev, Xiaoxi Mao · Long Papers22 citations
- QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ↗Xinya Du, Luheng He, Qi Li et al. · Short Papers22 citations
- Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network ↗Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth et al. · Long Papers22 citations
- Subsequence Based Deep Active Learning for Named Entity Recognition ↗Puria Radmard, Yassir Fathullah, Aldo Lipani · Long Papers22 citations
- Towards Argument Mining for Social Good: A Survey ↗Eva Maria Vecchi, Neele Falk, Iman Jundi et al. · Long Papers22 citations
- Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ↗Reinald Adrian Pugoy, Hung-Yu Kao · Long Papers22 citations
- VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words ↗Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee · Long Papers22 citations
- Weakly Supervised Named Entity Tagging with Learnable Logical Rules ↗Jiacheng Li, Haibo Ding, Jingbo Shang et al. · Long Papers22 citations
- Accelerating BERT Inference for Sequence Labeling via Early-Exit ↗Xiaonan Li, Yunfan Shao, Tianxiang Sun et al. · Long Papers21 citations
- Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ↗Yixin Cao, Xiang Ji, Xin Lv et al. · Long Papers21 citations
- Attention Calibration for Transformer in Neural Machine Translation ↗Yu Lu, Jiali Zeng, Jiajun Zhang et al. · Long Papers21 citations
- De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ↗Wenqing Chen, Jidong Tian, Yitian Li et al. · Long Papers21 citations
- DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling ↗Lanqing Xue, Kaitao Song, Duocai Wu et al. · Long Papers21 citations
- Employing Argumentation Knowledge Graphs for Neural Argument Generation ↗Khalid Al Khatib, Lukas Trautner, Henning Wachsmuth et al. · Long Papers21 citations
- Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ↗Adithya Renduchintala, Denise Diaz, Kenneth Heafield et al. · Short Papers21 citations
- How is BERT surprised? Layerwise detection of linguistic anomalies ↗Bai Li, Zining Zhu, Guillaume Thomas et al. · Long Papers21 citations
- Learning to Explain: Generating Stable Explanations Fast ↗Xuelin Situ, Ingrid Zukerman, Cecile Paris et al. · Long Papers21 citations
- Modeling Bilingual Conversational Characteristics for Neural Chat Translation ↗Yunlong Liang, Fandong Meng, Yufeng Chen et al. · Long Papers21 citations
- On Training Instance Selection for Few-Shot Neural Text Generation ↗Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh et al. · Short Papers21 citations
- Syntax-augmented Multilingual BERT for Cross-lingual TransferWasi Ahmad, Haoran Li, Kai-Wei Chang et al. · Long Papers21 citations · our summary
- Assessing the Representations of Idiomaticity in Vector Models with a Noun Compound Dataset Labeled at Type and Token Levels ↗Marcos Garcia, Tiago Kramer Vieira, Carolina Scarton et al. · Long Papers20 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2021/papers/page/4/