AACL 2022: all accepted papers
- Neural Readability Pairwise Ranking for Sentences in Italian Administrative Language ↗Martina Miliani, Serena Auriemma, Fernando Alva-Manchego et al. · Long Papers2 citations
- Optimal Summaries for Enabling a Smooth Handover in Chat-Oriented Dialogue ↗Sanae Yamashita, Ryuichiro Higashinaka · Student Research Workshop2 citations
- Plug and Play Knowledge Distillation for kNN-LM with External Logits ↗Xuyang Jin, Tao Ge, Furu Wei · Short Papers2 citations
- Self-Repetition in Abstractive Neural Summarizers ↗Nikita Salkar, Thomas Trikalinos, Byron Wallace et al. · Short Papers2 citations
- Systematic Evaluation of Predictive Fairness ↗Xudong Han, Aili Shen, Trevor Cohn et al. · Long Papers2 citations
- Toward Building a Language Model for Understanding Temporal Commonsense ↗Mayuko Kimura, Lis Kanashiro Pereira, Ichiro Kobayashi · Student Research Workshop2 citations
- Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning ↗Zhepei Wei, Yue Wang, Jinnan Li et al. · Long Papers2 citations
- Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection ↗Tulika Bose, Irina Illina, Dominique Fohr · Long Papers2 citations
- Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps ↗Hiroki Iida, Naoaki Okazaki · Long Papers2 citations
- A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing ↗Roberto Navigli, Edoardo Barba, Simone Conia et al. · Tutorial Abstracts1 citation
- A Unified Model for Reverse Dictionary and Definition Modelling ↗Pinzhen Chen, Zheng Zhao · Short Papers1 citation
- Adversarially Improving NMT Robustness to ASR Errors with Confusion Sets ↗Shuaibo Wang, Yufeng Chen, Songming Zhang et al. · Short Papers1 citation
- COFAR: Commonsense and Factual Reasoning in Image Search ↗Prajwal Gatti, Abhirama Subramanyam Penamakuri, Revant Teotia et al. · Long Papers1 citation
- CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking ↗Haoning Zhang, Junwei Bao, Haipeng Sun et al. · Short Papers1 citation
- Delivering Fairness in Human Resources AI: Mutual Information to the Rescue ↗Leo Hemamou, William Coleman · Long Papers1 citation
- Detecting Urgency in Multilingual Medical SMS in Kenya ↗Narshion Ngao, Zeyu Wang, Lawrence Nderu et al. · Student Research Workshop1 citation
- Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour ↗Fangyu Liu, Julian Eisenschlos, Jeremy Cole et al. · Short Papers1 citation
- Emotional Intensity Estimation based on Writer's Personality ↗Haruya Suzuki, Sora Tarumoto, Tomoyuki Kajiwara et al. · Student Research Workshop1 citation
- Enhancing Tabular Reasoning with Pattern Exploiting Training ↗Abhilash Shankarampeta, Vivek Gupta, Shuo Zhang · Long Papers1 citation
- GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse ParsingSiyao Peng, Yang Janet Liu, Amir Zeldes · Short Papers1 citation · our summary
- Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? ↗Vyas Raina, Yiting Lu, Mark Gales · Long Papers1 citation
- Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph ↗Hanning Gao, Lingfei Wu, Po Hu et al. · Long Papers1 citation
- Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm ↗Xudong Zhang, Joseph Le Roux, Thierry Charnois · Long Papers1 citation
- Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays ↗Anton Wiehe, Florian Schneider, Sebastian Blank et al. · Student Research Workshop1 citation
- Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs ↗Prafulla Kumar Choubey, Ruihong Huang · Short Papers1 citation
- Outlier-Aware Training for Improving Group Accuracy Disparities ↗Li-Kuang Chen, Canasai Kruengkrai, Junichi Yamagishi · Student Research Workshop1 citation
- PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature ↗Huichen Yang, Carlos Aguirre, William Hsu · System Demonstrations1 citation
- Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator ↗Gyu-Min Park, Seong-Eun Hong, Seong-Bae Park · Short Papers1 citation
- SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia ↗Arturo Oncevay, Gerardo Cardoso, Carlo Alva et al. · Short Papers1 citation
- Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems ↗Yibin Shen, Qianying Liu, Zhuoyuan Mao et al. · Short Papers1 citation
- Text Characterization Toolkit (TCT) ↗Daniel Simig, Tianlu Wang, Verna Dankers et al. · System Demonstrations1 citation
- The Battlefront of Combating Misinformation and Coping with Media Bias ↗Yi Fung, Kung-Hsiang Huang, Preslav Nakov et al. · Tutorial Abstracts1 citation
- The Effects of Language Token Prefixing for Multilingual Machine Translation ↗Rachel Wicks, Kevin Duh · Short Papers1 citation
- Toward Implicit Reference in Dialog: A Survey of Methods and Data ↗Lindsey Vanderlyn, Talita Anthonio, Daniel Ortega et al. · Long Papers1 citation
- Towards Modeling Role-Aware Centrality for Dialogue Summarization ↗Xinnian Liang, Chao Bian, Shuangzhi Wu et al. · Short Papers1 citation
- VScript: Controllable Script Generation with Visual Presentation ↗Ziwei Ji, Yan Xu, I-Tsun Cheng et al. · System Demonstrations1 citation
- What's Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? ↗Yang Trista Cao, Kyle Seelman, Kyungjun Lee et al. · Long Papers1 citation
- Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction ↗Xiaonan Xu, Haoshuo Chen · Long Papers1 citation
- A Simple Yet Effective Hybrid Pre-trained Language Model for Unsupervised Sentence Acceptability Prediction ↗Yang Zhao, Issei Yoshida · Short Papers
- A Simple and Fast Strategy for Handling Rare Words in Neural Machine Translation ↗Nguyen-Hoang Minh-Cong, Vinh Thi Ngo, Van Vinh Nguyen · Student Research Workshop
- An Empirical Study on Topic Preservation in Multi-Document Summarization ↗Mong Yuan Sim, Wei Emma Zhang, Congbo Ma · Student Research Workshop
- Assessing Combinational Generalization of Language Models in Biased Scenarios ↗Yanbo Fang, Zuohui Fu, Xin Dong et al. · Short Papers
- Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation ↗Florian Mai, James Henderson · Long Papers
- Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches ↗Sopan Khosla, Rashmi Gangadharaiah · Short Papers
- Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems ↗Shiki Sato, Yosuke Kishinami, Hiroaki Sugiyama et al. · Student Research Workshop
- C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code ↗Vishruth Veerendranath, Vibha Masti, Prajwal Anagani et al. · Student Research Workshop
- Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling ↗Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho · Long Papers
- Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets ↗Manoj Kumar, Anna Rumshisky, Rahul Gupta · Long Papers
- Cross-lingual Similarity of Multilingual Representations Revisited ↗Maksym Del, Mark Fishel · Long Papers
- Discourse Parsing Enhanced by Discourse Dependence Perception ↗Yuqing Xing, Longyin Zhang, Fang Kong et al. · Long Papers
- Domain Specific Sub-network for Multi-Domain Neural Machine Translation ↗Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify et al. · Short Papers
- Dual Mechanism Priming Effects in Hindi Word Order ↗Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal et al. · Long Papers
- Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification ↗Lukas Wertz, Jasmina Bogojeska, Katsiaryna Mirylenka et al. · Short Papers
- Grounding Meaning Representation for Situated Reasoning ↗Nikhil Krishnaswamy, James Pustejovsky · Tutorial Abstracts
- Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging ↗Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze et al. · Long Papers
- How Relevant is Selective Memory Population in Lifelong Language Learning? ↗Vladimir Araujo, Helena Balabin, Julio Hurtado et al. · Short Papers
- How Well Do Multi-hop Reading Comprehension Models Understand Date Information? ↗Xanh Ho, Saku Sugawara, Akiko Aizawa · Short Papers
- How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflectionXiaomeng Ma, Lingyu Gao · Long Papersour summary
- How to tackle an emerging topic? Combining strong and weak labels for Covid news NER ↗Aleksander Ficek, Fangyu Liu, Nigel Collier · Short Papers
- Learning Interpretable Latent Dialogue Actions With Less Supervision ↗Vojtěch Hudeček, Ondřej Dušek · Long Papers
- Leveraging Key Information Modeling to Improve Less-Data Constrained News Headline Generation via Duality Fine-Tuning ↗Zhuoxuan Jiang, Lingfeng Qiao, Di Yin et al. · Long Papers
- Local Structure Matters Most in Most Languages ↗Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq et al. · Short Papers
- Meeting Decision Tracker: Making Meeting Minutes with De-Contextualized Utterances ↗Shumpei Inoue, Hy Nguyen, Hoang Pham et al. · System Demonstrations
- Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics ↗Gregory Baker, Diego Molla · Short Papers
- PESE: Event Structure Extraction using Pointer Network based Encoder-Decoder Architecture ↗Alapan Kuila, Sudeshna Sarkar · Long Papers
- PInKS: Preconditioned Commonsense Inference with Minimal Supervision ↗Ehsan Qasemi, Piyush Khanna, Qiang Ning et al. · Long Papers
- Parsing linearizations appreciate PoS tags - but some are fussy about errors ↗Alberto Muñoz-Ortiz, Mark Anderson, David Vilares et al. · Short Papers
- Performance-Efficiency Trade-Offs in Adapting Language Models to Text Classification Tasks ↗Laura Aina, Nikos Voskarides, Roi Blanco · Short Papers
- Prediction of People's Emotional Response towards Multi-modal News ↗Ge Gao, Sejin Paik, Carley Reardon et al. · Long Papers
- Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment ↗Shudi Hou, Simin Rao, Yu Xia et al. · Short Papers
- TaxFree: a Visualization Tool for Candidate-free Taxonomy Enrichment ↗Irina Nikishina, Ivan Andrianov, Alsu Vakhitova et al. · System Demonstrations
- TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation ↗Lorenz Stangier, Ji-Ung Lee, Yuxi Wang et al. · System Demonstrations
- Towards Unsupervised Morphological Analysis of Polysynthetic Languages ↗Sujay Khandagale, Yoann Léveillé, Samuel Miller et al. · Short Papers
- UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA ↗Rachneet Sachdeva, Haritz Puerto, Tim Baumgärtner et al. · System Demonstrations
- Unsupervised Single Document Abstractive Summarization using Semantic Units ↗Jhen-Yi Wu, Ying-Jia Lin, Hung-Yu Kao · Long Papers
- Vector Space Interpolation for Query Expansion ↗Deepanway Ghosal, Somak Aditya, Sandipan Dandapat et al. · Short Papers
This page in Markdown → https://md.research.elamur.ai/free/en/venues/aacl/2022/papers/page/2/