ACL 2021: all accepted papers
- Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph Embedding ↗Hidetaka Kamigaito, Katsuhiko Hayashi · Long Papers9 citations
- Value-Agnostic Conversational Semantic Parsing ↗Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy et al. · Long Papers9 citations
- Verb Knowledge Injection for Multilingual Event Processing ↗Olga Majewska, Ivan Vulić, Goran Glavaš et al. · Long Papers9 citations
- eMLM: A New Pre-training Objective for Emotion Related Tasks ↗Tiberiu Sosea, Cornelia Caragea · Short Papers9 citations
- mTVR: Multilingual Moment Retrieval in Videos ↗Jie Lei, Tamara Berg, Mohit Bansal · Short Papers9 citations
- A Dataset and Baselines for Multilingual Reply Suggestion ↗Mozhi Zhang, Wei Wang, Budhaditya Deb et al. · Long Papers8 citations
- A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues ↗Yangjun Zhang, Pengjie Ren, Maarten de Rijke · Long Papers8 citations
- Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ↗Daniel Rosenberg, Itai Gat, Amir Feder et al. · Short Papers8 citations
- BERTGen: Multi-task Generation through BERT ↗Faidon Mitzalis, Ozan Caglayan, Pranava Madhyastha et al. · Long Papers8 citations
- Beyond Noise: Mitigating the Impact of Fine-grained Semantic Divergences on Neural Machine Translation ↗Eleftheria Briakou, Marine Carpuat · Long Papers8 citations
- CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter ↗Raj Pranesh, Mehrdad Farokhenajd, Ambesh Shekhar et al. · Student Research Workshop8 citations
- COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ↗Debjit Paul, Anette Frank · Long Papers8 citations
- Determinantal Beam Search ↗Clara Meister, Martina Forster, Ryan Cotterell · Long Papers8 citations
- Factuality Assessment as Modal Dependency Parsing ↗Jiarui Yao, Haoling Qiu, Jin Zhao et al. · Long Papers8 citations
- FastSeq: Make Sequence Generation Faster ↗Yu Yan, Fei Hu, Jiusheng Chen et al. · System Demonstrations8 citations
- Improving Compositional Generalization in Classification Tasks via Structure Annotations ↗Juyong Kim, Pradeep Ravikumar, Joshua Ainslie et al. · Short Papers8 citations
- In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering ↗Peter Vickers, Nikolaos Aletras, Emilio Monti et al. · Short Papers8 citations
- Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making ↗Zijun Yao, Chengjiang Li, Tiansi Dong et al. · Long Papers8 citations
- Joint Verification and Reranking for Open Fact Checking Over Tables ↗Michael Sejr Schlichtkrull, Vladimir Karpukhin, Barlas Oguz et al. · Long Papers8 citations
- Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ↗Zechuan Hu, Yong Jiang, Nguyen Bach et al. · Long Papers8 citations
- Multimodal Multi-Speaker Merger & Acquisition Financial Modeling: A New Task, Dataset, and Neural Baselines ↗Ramit Sawhney, Mihir Goyal, Prakhar Goel et al. · Long Papers8 citations
- Neural-Symbolic Commonsense Reasoner with Relation Predictors ↗Farhad Moghimifar, Lizhen Qu, Terry Yue Zhuo et al. · Short Papers8 citations
- POS-Constrained Parallel Decoding for Non-autoregressive Generation ↗Kexin Yang, Wenqiang Lei, Dayiheng Liu et al. · Long Papers8 citations
- PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation ↗Jing Gu, Qingyang Wu, Chongruo Wu et al. · Short Papers8 citations
- Pre-training Universal Language Representation ↗Yian Li, Hai Zhao · Long Papers8 citations
- Recursive Tree-Structured Self-Attention for Answer Sentence Selection ↗Khalil Mrini, Emilia Farcas, Ndapa Nakashole · Long Papers8 citations
- Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ↗Peter West, Ximing Lu, Ari Holtzman et al. · Long Papers8 citations
- Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ↗Yuqing Xie, Yi-An Lai, Yuanjun Xiong et al. · Long Papers8 citations
- Robustifying Multi-hop QA through Pseudo-Evidentiality TrainingKyungjae Lee, Seung-won Hwang, Sang-eun Han et al. · Long Papers8 citations · our summary
- Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ↗Xinyu Wang, Yong Jiang, Zhaohui Yan et al. · Long Papers8 citations
- The R-U-A-Robot Dataset: Helping Avoid Chatbot Deception by Detecting User Questions About Human or Non-Human Identity ↗David Gros, Yu Li, Zhou Yu · Long Papers8 citations
- Towards a more Robust Evaluation for Conversational Question Answering ↗Wissam Siblini, Baris Sayil, Yacine Kessaci · Short Papers8 citations
- A Graphical Interface for Curating Schemas ↗Piyush Mishra, Akanksha Malhotra, Susan Windisch Brown et al. · System Demonstrations7 citations
- A Hierarchical VAE for Calibrating Attributes while Generating Text using Normalizing Flow ↗Bidisha Samanta, Mohit Agrawal, NIloy Ganguly · Long Papers7 citations
- A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations ↗Chongyang Tao, Changyu Chen, Jiazhan Feng et al. · Long Papers7 citations
- Accelerating Text Communication via Abbreviated Sentence Input ↗Jiban Adhikary, Jamie Berger, Keith Vertanen · Long Papers7 citations
- Bird's Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ↗Yifan Hou, Mrinmaya Sachan · Long Papers7 citations
- Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ↗Alexandra Ils, Dan Liu, Daniela Grunow et al. · Long Papers7 citations
- Diverse Pretrained Context Encodings Improve Document Translation ↗Domenic Donato, Lei Yu, Chris Dyer · Long Papers7 citations
- Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ↗Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi et al. · Short Papers7 citations
- Exploring Distantly-Labeled Rationales in Neural Network Models ↗Quzhe Huang, Shengqi Zhu, Yansong Feng et al. · Long Papers7 citations
- KuiLeiXi: a Chinese Open-Ended Text Adventure Game ↗Yadong Xi, Xiaoxi Mao, Le Li et al. · System Demonstrations7 citations
- LOA: Logical Optimal Actions for Text-based Interaction Games ↗Daiki Kimura, Subhajit Chaudhury, Masaki Ono et al. · System Demonstrations7 citations
- Language Embeddings for Typology and Cross-lingual Transfer Learning ↗Dian Yu, Taiqi He, Kenji Sagae · Long Papers7 citations
- MVP-BERT: Multi-Vocab Pre-training for Chinese BERT ↗Wei Zhu · Student Research Workshop7 citations
- Meta Learning and Its Applications to Natural Language Processing ↗Hung-yi Lee, Ngoc Thang Vu, Shang-Wen Li · Tutorial Abstracts7 citations
- Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ↗Yingjun Du, Nithin Holla, Xiantong Zhen et al. · Long Papers7 citations
- Neural Extractive Search ↗Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg · System Demonstrations7 citations
- RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy ↗Xiyan Fu, Yating Zhang, Tianyi Wang et al. · Long Papers7 citations
- Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ↗Kosuke Yamada, Ryohei Sasano, Koichi Takeda · Short Papers7 citations
- TWAG: A Topic-Guided Wikipedia Abstract Generator ↗Fangwei Zhu, Shangqing Tu, Jiaxin Shi et al. · Long Papers7 citations
- Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ↗Claudio Pinhanez, Paulo Cavalin, Victor Henrique Alves Ribeiro et al. · Long Papers7 citations
- ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences ↗Yanjun Gao, Ting-Hao Huang, Rebecca J. Passonneau · Long Papers6 citations
- Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing ↗Liwen Zhang, Ge Wang, Wenjuan Han et al. · Long Papers6 citations
- Advances in Debating Technologies: Building AI That Can Debate Humans ↗Roy Bar-Haim, Liat Ein-Dor, Matan Orbach et al. · Tutorial Abstracts6 citations
- An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter ↗Zhiyuan Zeng, Deyi Xiong · Short Papers6 citations
- Breaking the Corpus Bottleneck for Context-Aware Neural Machine Translation with Cross-Task Pre-training ↗Linqing Chen, Junhui Li, Zhengxian Gong et al. · Long Papers6 citations
- COSY: COunterfactual SYntax for Cross-Lingual Understanding ↗Sicheng Yu, Hao Zhang, Yulei Niu et al. · Long Papers6 citations
- Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ↗Weicheng Ma, Kai Zhang, Renze Lou et al. · Long Papers6 citations
- Cross-language Sentence Selection via Data Augmentation and Rationale Training ↗Yanda Chen, Chris Kedzie, Suraj Nair et al. · Long Papers6 citations
- Edit Distance Based Curriculum Learning for Paraphrase Generation ↗Sora Kadotani, Tomoyuki Kajiwara, Yuki Arase et al. · Student Research Workshop6 citations
- EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ↗Zhibin Duan, Hao Zhang, Chaojie Wang et al. · Long Papers6 citations
- Exploring Discourse Structures for Argument Impact Classification ↗Xin Liu, Jiefu Ou, Yangqiu Song et al. · Long Papers6 citations
- Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter ↗Boaz Shmueli, Soumya Ray, Lun-Wei Ku · Short Papers6 citations
- How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? ↗Sayan Ghosh, Zheng Qi, Snigdha Chaturvedi et al. · Short Papers6 citations
- Intrinsic Bias Metrics Do Not Correlate with Application BiasSeraphina Goldfarb-Tarrant, Rebecca Marchant, Ricardo Muñoz Sánchez et al. · Long Papers6 citations · our summary
- Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation ↗Samuel Kriman, Heng Ji · Student Research Workshop6 citations
- LEGOEval: An Open-Source Toolkit for Dialogue System Evaluation via Crowdsourcing ↗Yu Li, Josh Arnold, Feifan Yan et al. · System Demonstrations6 citations
- Lightweight Cross-Lingual Sentence Representation Learning ↗Zhuoyuan Mao, Prakhar Gupta, Chenhui Chu et al. · Long Papers6 citations
- Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ↗Yanan Wu, Zhiyuan Zeng, Keqing He et al. · Long Papers6 citations
- Selecting Informative Contexts Improves Language Model Fine-tuning ↗Richard Antonello, Nicole Beckage, Javier Turek et al. · Long Papers6 citations
- TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models ↗Jie He, Bo Peng, Yi Liao et al. · Long Papers6 citations
- A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ↗Zhihong Shao, Lifeng Shang, Qun Liu et al. · Long Papers5 citations
- ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback ↗Shiyue Zhang, Benjamin Frey, Mohit Bansal · System Demonstrations5 citations
- Coreference Reasoning in Machine Reading ComprehensionMingzhu Wu, Nafise Sadat Moosavi, Dan Roth et al. · Long Papers5 citations · our summary
- DESCGEN: A Distantly Supervised Datasetfor Generating Entity Descriptions ↗Weijia Shi, Mandar Joshi, Luke Zettlemoyer · Long Papers5 citations
- Data Augmentation for Text Generation Without Any Augmented Data ↗Wei Bi, Huayang Li, Jiacheng Huang · Long Papers5 citations
- Exploring Word Usage Change with Continuously Evolving Embeddings ↗Franziska Horn · System Demonstrations5 citations
- Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering ↗Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum · System Demonstrations5 citations
- Language Model Augmented Relevance Score ↗Ruibo Liu, Jason Wei, Soroush Vosoughi · Long Papers5 citations
- Measure and Evaluation of Semantic Divergence across Two Languages ↗Syrielle Montariol, Alexandre Allauzen · Long Papers5 citations
- Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ↗Shuoran Jiang, Qingcai Chen, Xin Liu et al. · Long Papers5 citations
- Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort ↗Vânia Mendonça, Ricardo Rei, Luisa Coheur et al. · Long Papers5 citations
- OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More GenresYilun Zhu, Sameer Pradhan, Amir Zeldes · Short Papers5 citations · our summary
- SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ↗Ana-Cristina Rogoz, Mihaela Găman, Radu Tudor Ionescu · Short Papers5 citations
- Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ↗He Bai, Peng Shi, Jimmy Lin et al. · Student Research Workshop5 citations
- Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ↗Piyawat Lertvittayakumjorn, Ivan Petej, Yang Gao et al. · System Demonstrations5 citations
- Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ↗Christopher Schröder, Kim Bürgl, Yves Annanias et al. · Long Papers5 citations
- Transfer Learning for Sequence Generation: from Single-source to Multi-source ↗Xuancheng Huang, Jingfang Xu, Maosong Sun et al. · Long Papers5 citations
- Video-guided Machine Translation with Spatial Hierarchical Attention Network ↗Weiqi Gu, Haiyue Song, Chenhui Chu et al. · Student Research Workshop5 citations
- Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ↗Chenghao Yang, Yudong Zhang, Smaranda Muresan · Short Papers5 citations
- “I've Seen Things You People Wouldn't Believe”: Hallucinating Entities in GuessWhat?! ↗Alberto Testoni, Raffaella Bernardi · Student Research Workshop5 citations
- A Mixture-of-Experts Model for Antonym-Synonym Discrimination ↗Zhipeng Xie, Nan Zeng · Short Papers4 citations
- A Neural Model for Joint Document and Snippet Ranking in Question Answering for Large Document Collections ↗Dimitris Pappas, Ion Androutsopoulos · Long Papers4 citations
- Anchor-based Bilingual Word Embeddings for Low-Resource Languages ↗Tobias Eder, Viktor Hangya, Alexander Fraser · Short Papers4 citations
- Attentive Multiview Text Representation for Differential Diagnosis ↗Hadi Amiri, Mitra Mohtarami, Isaac Kohane · Short Papers4 citations
- BERTAC: Enhancing Transformer-based Language Models with Adversarially Pretrained Convolutional Neural Networks ↗Jong-Hoon Oh, Ryu Iida, Julien Kloetzer et al. · Long Papers4 citations
- Can Sequence-to-Sequence Models Crack Substitution Ciphers? ↗Nada Aldarrab, Jonathan May · Long Papers4 citations
- CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ↗Zhengbao Jiang, Jialong Han, Bunyamin Sisman et al. · Long Papers4 citations
- CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet ↗Zhuoran Jin, Yubo Chen, Dianbo Sui et al. · System Demonstrations4 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/acl/2021/papers/page/7/