ACL 2022: all accepted papers
- Entailment Graph Learning with Textual Entailment and Soft Transitivity ↗Zhibin Chen, Yansong Feng, Dongyan Zhao · Long Papers10 citations
- Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ↗Angela Fan, Claire Gardent · Long Papers10 citations
- Investigating Non-local Features for Neural Constituency Parsing ↗Leyang Cui, Sen Yang, Yue Zhang · Long Papers10 citations
- Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing ↗Yi Chen, Jiayang Cheng, Haiyun Jiang et al. · Long Papers10 citations
- Modeling Persuasive Discourse to Adaptively Support Students' Argumentative Writing ↗Thiemo Wambsganss, Christina Niklaus · Long Papers10 citations
- On Continual Model Refinement in Out-of-Distribution Data Streams ↗Bill Yuchen Lin, Sida Wang, Xi Victoria Lin et al. · Long Papers10 citations
- Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ↗Yunqiu Xu, Meng Fang, Ling Chen et al. · Long Papers10 citations
- Predicting Difficulty and Discrimination of Natural Language Questions ↗Matthew Byrd, Shashank Srivastava · Short Papers10 citations
- Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ↗Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang · Short Papers10 citations
- Rethinking Negative Sampling for Handling Missing Entity Annotations ↗Yangming Li, Lemao Liu, Shuming Shi · Long Papers10 citations
- Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ↗Yi Zhou, Masahiro Kaneko, Danushka Bollegala · Long Papers10 citations
- Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions ↗Haw-Shiuan Chang, Andrew McCallum · Long Papers10 citations
- Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ↗Guillaume Le Berre, Christophe Cerisara, Philippe Langlais et al. · Short Papers10 citations
- Updated Headline Generation: Creating Updated Summaries for Evolving News Stories ↗Sheena Panthaplackel, Adrian Benton, Mark Dredze · Long Papers10 citations
- “You might think about slightly revising the title”: Identifying Hedges in Peer-tutoring InteractionsYann Raphalen, Chloé Clavel, Justine Cassell · Long Papers10 citations · our summary
- ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding ↗Sayan Ghosh, Shashank Srivastava · Long Papers10 citations
- Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ↗Soyeong Jeong, Jinheon Baek, Sukmin Cho et al. · Short Papers9 citations
- Better Language Model with Hypernym Class Prediction ↗He Bai, Tong Wang, Alessandro Sordoni et al. · Long Papers9 citations
- Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation ↗Zhiwei He, Xing Wang, Rui Wang et al. · Long Papers9 citations
- Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models ↗Chengyu Chuang, Yi Yang · Short Papers9 citations
- Direct parsing to sentiment graphs ↗David Samuel, Jeremy Barnes, Robin Kurtz et al. · Short Papers9 citations
- Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding ↗Samuel Broscheit, Quynh Do, Judith Gaspers · Long Papers9 citations
- Early Stopping Based on Unlabeled Samples in Text Classification ↗HongSeok Choi, Dongha Choi, Hyunju Lee · Long Papers9 citations
- Entity-based Neural Local Coherence Modeling ↗Sungho Jeon, Michael Strube · Long Papers9 citations
- Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures ↗Asaf Harari, Gilad Katz · Long Papers9 citations
- Generative Pretraining for Paraphrase Evaluation ↗Jack Weston, Raphael Lenain, Udeepa Meepegama et al. · Long Papers9 citations
- Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations ↗Xin Zhang, Guangwei Xu, Yueheng Sun et al. · Long Papers9 citations
- Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ↗Kai Sun, Dian Yu, Jianshu Chen et al. · Long Papers9 citations
- Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement ↗Yangjun Zhang, Pengjie Ren, Wentao Deng et al. · Long Papers9 citations
- Large Scale Substitution-based Word Sense InductionMatan Eyal, Shoval Sadde, Hillel Taub-Tabib et al. · Long Papers9 citations · our summary
- Learning Disentangled Representations of Negation and Uncertainty ↗Jake Vasilakes, Chrysoula Zerva, Makoto Miwa et al. · Long Papers9 citations
- Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ↗Yoshinari Fujinuma, Jordan Boyd-Graber, Katharina Kann · Long Papers9 citations
- Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ↗Andrea Papaluca, Daniel Krefl, Hanna Suominen et al. · Student Research Workshop9 citations
- Probing Simile Knowledge from Pre-trained Language Models ↗Weijie Chen, Yongzhu Chang, Rongsheng Zhang et al. · Long Papers9 citations
- Probing for Labeled Dependency Trees ↗Max Müller-Eberstein, Rob van der Goot, Barbara Plank · Long Papers9 citations
- ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ↗Chang Liu, Xu Tan, Chongyang Tao et al. · Long Papers9 citations
- ProtoTEx: Explaining Model Decisions with Prototype Tensors ↗Anubrata Das, Chitrank Gupta, Venelin Kovatchev et al. · Long Papers9 citations
- Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ↗Xin Huang, Ashish Khetan, Rene Bidart et al. · Long Papers9 citations
- QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input ↗Le Zhang, Rongsheng Zhang, Xiaoxi Mao et al. · System Demonstrations9 citations
- Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework ↗Shaolei Zhang, Yang Feng · Long Papers9 citations
- Reports of personal experiences and stories in argumentation: datasets and analysis ↗Neele Falk, Gabriella Lapesa · Long Papers9 citations
- Scene-Text Aware Image and Text Retrieval with Dual-Encoder ↗Shumpei Miyawaki, Taku Hasegawa, Kyosuke Nishida et al. · Student Research Workshop9 citations
- Sequence-to-sequence AMR Parsing with Ancestor Information ↗Chen Yu, Daniel Gildea · Short Papers9 citations
- Sparsifying Transformer Models with Trainable Representation Pooling ↗Michał Pietruszka, Łukasz Borchmann, Łukasz Garncarek · Long Papers9 citations
- Toward Annotator Group Bias in Crowdsourcing ↗Haochen Liu, Joseph Thekinen, Sinem Mollaoglu et al. · Long Papers9 citations
- Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances ↗Suvodip Dey, Ramamohan Kummara, Maunendra Desarkar · Short Papers9 citations
- UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ↗Chang Gao, Wenxuan Zhang, Wai Lam · Short Papers9 citations
- Voxel-informed Language Grounding ↗Rodolfo Corona, Shizhan Zhu, Dan Klein et al. · Short Papers9 citations
- What Makes Reading Comprehension Questions Difficult? ↗Saku Sugawara, Nikita Nangia, Alex Warstadt et al. · Long Papers9 citations
- What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels ↗Carolina Cuesta-Lazaro, Animesh Prasad, Trevor Wood · Long Papers9 citations
- Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ↗Miryam de Lhoneux, Sheng Zhang, Anders Søgaard · Short Papers9 citations
- [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ↗Govardana Sachithanandam Ramachandran, Kazuma Hashimoto, Caiming Xiong · Long Papers9 citations
- A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ↗Renyu Zhu, Lei Yuan, Xiang Li et al. · Long Papers8 citations
- AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters ↗Tilman Beck, Bela Bohlender, Christina Viehmann et al. · System Demonstrations8 citations
- Alternative Input Signals Ease Transfer in Multilingual Machine Translation ↗Simeng Sun, Angela Fan, James Cross et al. · Long Papers8 citations
- As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning ↗Jannis Vamvas, Rico Sennrich · Short Papers8 citations
- Automatic Error Analysis for Document-level Information Extraction ↗Aliva Das, Xinya Du, Barry Wang et al. · Long Papers8 citations
- Automatic Gloss Dictionary for Sign Language Learners ↗Chenchen Xu, Dongxu Li, Hongdong Li et al. · System Demonstrations8 citations
- Computational Historical Linguistics and Language Diversity in South Asia ↗Aryaman Arora, Adam Farris, Samopriya Basu et al. · Long Papers8 citations
- Counterfactual Explanations for Natural Language Interfaces ↗George Tolkachev, Stephen Mell, Stephan Zdancewic et al. · Short Papers8 citations
- DMix: Adaptive Distance-aware Interpolative Mixup ↗Ramit Sawhney, Megh Thakkar, Shrey Pandit et al. · Short Papers8 citations
- Domain Knowledge Transferring for Pre-trained Language Model via Calibrated Activation Boundary Distillation ↗Dongha Choi, HongSeok Choi, Hyunju Lee · Long Papers8 citations
- Estimating the Entropy of Linguistic Distributions ↗Aryaman Arora, Clara Meister, Ryan Cotterell · Short Papers8 citations
- FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework ↗Santiago Castro, Ruoyao Wang, Pingxuan Huang et al. · Long Papers8 citations
- Finding Structural Knowledge in Multimodal-BERT ↗Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens · Long Papers8 citations
- From Simultaneous to Streaming Machine Translation by Leveraging Streaming History ↗Javier Iranzo-Sánchez, Jorge Civera, Alfons Juan · Long Papers8 citations
- Hierarchical Curriculum Learning for AMR Parsing ↗Peiyi Wang, Liang Chen, Tianyu Liu et al. · Short Papers8 citations
- LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing ↗Dora Jambor, Dzmitry Bahdanau · Long Papers8 citations
- Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing ↗Suixin Ou, Yongmei Liu · Long Papers8 citations
- Learning to Mediate Disparities Towards Pragmatic Communication ↗Yuwei Bao, Sayan Ghosh, Joyce Chai · Long Papers8 citations
- Long-range Sequence Modeling with Predictable Sparse Attention ↗Yimeng Zhuang, Jing Zhang, Mei Tu · Long Papers8 citations
- MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities ↗Yubo Ma, Zehao Wang, Mukai Li et al. · System Demonstrations8 citations
- Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ↗Anna Langedijk, Verna Dankers, Phillip Lippe et al. · Long Papers8 citations
- Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study ↗David Guriel, Omer Goldman, Reut Tsarfaty · Short Papers8 citations
- Multilingual Detection of Personal Employment Status on Twitter ↗Manuel Tonneau, Dhaval Adjodah, Joao Palotti et al. · Long Papers8 citations
- Non-Autoregressive Sequence Generation ↗Jiatao Gu, Xu Tan · Tutorial Abstracts8 citations
- On the probability–quality paradox in language generation ↗Clara Meister, Gian Wiher, Tiago Pimentel et al. · Short Papers8 citations
- Principled Paraphrase Generation with Parallel Corpora ↗Aitor Ormazabal, Mikel Artetxe, Aitor Soroa et al. · Long Papers8 citations
- S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method ↗Runxin Xu, Fuli Luo, Baobao Chang et al. · Short Papers8 citations
- Searching for fingerspelled content in American Sign Language ↗Bowen Shi, Diane Brentari, Greg Shakhnarovich et al. · Long Papers8 citations
- Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm GenerationSilviu Vlad Oprea, Steven Wilson, Walid Magdy · Long Papers8 citations · our summary
- Situated Dialogue Learning through Procedural Environment Generation ↗Prithviraj Ammanabrolu, Renee Jia, Mark Riedl · Long Papers8 citations
- Synthetic Question Value Estimation for Domain Adaptation of Question Answering ↗Xiang Yue, Ziyu Yao, Huan Sun · Long Papers8 citations
- TS-ANNO: An Annotation Tool to Build, Annotate and Evaluate Text Simplification Corpora ↗Regina Stodden, Laura Kallmeyer · System Demonstrations8 citations
- Textomics: A Dataset for Genomics Data Summary Generation ↗Mu-Chun Wang, Zixuan Liu, Sheng Wang · Long Papers8 citations
- Towards Detecting Political Bias in Hindi News Articles ↗Samyak Agrawal, Kshitij Gupta, Devansh Gautam et al. · Student Research Workshop8 citations
- Tracing Origins: Coreference-aware Machine Reading Comprehension ↗Baorong Huang, Zhuosheng Zhang, Hai Zhao · Long Papers8 citations
- Understanding Gender Bias in Knowledge Base Embeddings ↗Yupei Du, Qi Zheng, Yuanbin Wu et al. · Long Papers8 citations
- Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals ↗Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi et al. · Long Papers8 citations
- When classifying grammatical role, BERT doesn't care about word order... except when it matters ↗Isabel Papadimitriou, Richard Futrell, Kyle Mahowald · Short Papers8 citations
- Automatic Detection of Entity-Manipulated Text using Factual Knowledge ↗Ganesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan · Short Papers7 citations
- CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations ↗Rakesh R. Menon, Sayan Ghosh, Shashank Srivastava · Long Papers7 citations
- ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments ↗Ruolan Yang, Zitong Li, Haifeng Tang et al. · Long Papers7 citations
- Combine to Describe: Evaluating Compositional Generalization in Image Captioning ↗Georgios Pantazopoulos, Alessandro Suglia, Arash Eshghi · Student Research Workshop7 citations
- Deep Neural Representations for Multiword Expressions Detection ↗Kamil Kanclerz, Maciej Piasecki · Student Research Workshop7 citations
- EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers ↗Bugeun Kim, Kyung Seo Ki, Sangkyu Rhim et al. · Long Papers7 citations
- Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ↗Yanzeng Li, Jiangxia Cao, Xin Cong et al. · Long Papers7 citations
- Explicit Object Relation Alignment for Vision and Language Navigation ↗Yue Zhang, Parisa Kordjamshidi · Student Research Workshop7 citations
- Fair and Argumentative Language Modeling for Computational Argumentation ↗Carolin Holtermann, Anne Lauscher, Simone Ponzetto · Long Papers7 citations
- Headed-Span-Based Projective Dependency Parsing ↗Songlin Yang, Kewei Tu · Long Papers7 citations
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