EMNLP 2022: all accepted papers
- Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages ↗Olga Pelloni, Anastassia Shaitarova, Tanja Samardzic4 citations
- Summarizing Community-based Question-Answer Pairs ↗Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang4 citations
- The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebankAdam Yaari, Jan DeWitt, Henry Hu et al.4 citations · our summary
- Toward the Limitation of Code-Switching in Cross-Lingual Transfer ↗Yukun Feng, Feng Li, Philipp Koehn4 citations
- Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure ↗Xueliang Zhao, Lemao Liu, Tingchen Fu et al.4 citations
- Towards Pragmatic Production Strategies for Natural Language Generation TasksMario Giulianelli4 citations · our summary
- Towards Reinterpreting Neural Topic Models via Composite Activations ↗Jia Peng Lim, Hady Lauw4 citations
- Towards Unifying Reference Expression Generation and Comprehension ↗Duo Zheng, Tao Kong, Ya Jing et al.4 citations
- Unifying Data Perspectivism and Personalization: An Application to Social Norms ↗Joan Plepi, Béla Neuendorf, Lucie Flek et al.4 citations
- VisToT: Vision-Augmented Table-to-Text Generation ↗Prajwal Gatti, Anand Mishra, Manish Gupta et al.4 citations
- WeDef: Weakly Supervised Backdoor Defense for Text Classification ↗Lesheng Jin, Zihan Wang, Jingbo Shang4 citations
- When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks ↗Ankur Sikarwar, Arkil Patel, Navin Goyal4 citations
- Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition ↗Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu et al.4 citations
- Word Order Matters When You Increase Masking ↗Karim Lasri, Alessandro Lenci, Thierry Poibeau4 citations
- XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation ↗Yong Wang, Shilin He, Guanhua Chen et al.4 citations
- AGReE: A system for generating Automated Grammar Reading Exercises ↗Sophia Chan, Swapna Somasundaran, Debanjan Ghosh et al. · System Demonstrations3 citations
- Affective Idiosyncratic Responses to Music ↗Sky CH-Wang, Evan Li, Oliver Li et al.3 citations
- Algorithms for Weighted Pushdown Automata ↗Alexandra Butoi, Brian DuSell, Tim Vieira et al.3 citations
- An Empirical Study on Finding Spans ↗Weiwei Gu, Boyuan Zheng, Yunmo Chen et al.3 citations
- Arabic Word-level Readability Visualization for Assisted Text SimplificationReem Hazim, Hind Saddiki, Bashar Alhafni et al. · System Demonstrations3 citations · our summary
- Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification ↗Chunpu Xu, Jing Li3 citations
- Break it Down into BTS: Basic, Tiniest Subword Units for Korean ↗Nayeon Kim, Jun-Hyung Park, Joon-Young Choi et al.3 citations
- CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation ↗Deeksha Varshney, Aizan Zafar, Niranshu Behera et al.3 citations
- COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models ↗Bowen Shen, Zheng Lin, Yuanxin Liu et al.3 citations
- Calibrating Student Models for Emotion-related Tasks ↗Mahshid Hosseini, Cornelia Caragea3 citations
- Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models ↗Chaitanya Malaviya, Sudeep Bhatia, Mark Yatskar3 citations
- Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking ↗Minghan Li, Xinyu Zhang, Ji Xin et al.3 citations
- Communication breakdown: On the low mutual intelligibility between human and neural captioning ↗Roberto Dessì, Eleonora Gualdoni, Francesca Franzon et al.3 citations
- Controlled Language Generation for Language Learning Items ↗Kevin Stowe, Debanjan Ghosh, Mengxuan Zhao · Industry Track3 citations
- Cross-Encoder Data Annotation for Bi-Encoder Based Product Matching ↗Justin Chiu, Keiji Shinzato · Industry Track3 citations
- Cross-document Event Coreference Search: Task, Dataset and ModelingAlon Eirew, Avi Caciularu, Ido Dagan3 citations · our summary
- Curriculum Knowledge Distillation for Emoji-supervised Cross-lingual Sentiment Analysis ↗Jianyang Zhang, Tao Liang, Mingyang Wan et al.3 citations
- CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting ↗Andrea Iovine, Anjie Fang, Besnik Fetahu et al.3 citations
- Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations ↗Zhihui Xie, Handong Zhao, Tong Yu et al.3 citations
- Effective and Efficient Query-aware Snippet Extraction for Web Search ↗Jingwei Yi, Fangzhao Wu, Chuhan Wu et al.3 citations
- Efficiently Tuned Parameters Are Task Embeddings ↗Wangchunshu Zhou, Canwen Xu, Julian McAuley3 citations
- Evidence \ensuremath> Intuition: Transferability Estimation for Encoder Selection ↗Elisa Bassignana, Max Müller-Eberstein, Mike Zhang et al.3 citations
- Faithful Knowledge Graph Explanations in Commonsense Question Answering ↗Guy Aglionby, Simone Teufel3 citations
- Generative Entity-to-Entity Stance Detection with Knowledge Graph Augmentation ↗Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang3 citations
- Improving compositional generalization for multi-step quantitative reasoning in question answering ↗Armineh Nourbakhsh, Cathy Jiao, Sameena Shah et al.3 citations
- Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking ↗Tim Baumgärtner, Leonardo F. R. Ribeiro, Nils Reimers et al.3 citations
- Interventional Training for Out-Of-Distribution Natural Language Understanding ↗Sicheng Yu, Jing Jiang, Hao Zhang et al.3 citations
- KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models ↗Haris Widjaja, Kiril Gashteovski, Wiem Ben Rim et al. · System Demonstrations3 citations
- Keyphrase Generation via Soft and Hard Semantic Corrections ↗Guangzhen Zhao, Guoshun Yin, Peng Yang et al.3 citations
- Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks ↗Charith Peris, Lizhen Tan, Thomas Gueudre et al. · Industry Track3 citations
- Knowledge Distillation based Contextual Relevance Matching for E-commerce Product Search ↗Ziyang Liu, Chaokun Wang, Hao Feng et al. · Industry Track3 citations
- Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization ↗Yuxian Gu, Pei Ke, Xiaoyan Zhu et al.3 citations
- Learning a Grammar Inducer from Massive Uncurated Instructional Videos ↗Songyang Zhang, Linfeng Song, Lifeng Jin et al.3 citations
- Learning to Adapt to Low-Resource Paraphrase Generation ↗Zhigen Li, Yanmeng Wang, Rizhao Fan et al.3 citations
- Linearizing Transformer with Key-Value Memory ↗Yizhe Zhang, Deng Cai3 citations
- M3: A Multi-View Fusion and Multi-Decoding Network for Multi-Document Reading Comprehension ↗Liang Wen, Houfeng Wang, Yingwei Luo et al.3 citations
- MUSIED: A Benchmark for Event Detection from Multi-Source Heterogeneous Informal Texts ↗Xiangyu Xi, Jianwei Lv, Shuaipeng Liu et al.3 citations
- Machine translation impact in E-commerce multilingual search ↗Bryan Zhang, Amita Misra · Industry Track3 citations
- Meta-Learning Fast Weight Language Models ↗Kevin Clark, Kelvin Guu, Ming-Wei Chang et al.3 citations
- Mixed-effects transformers for hierarchical adaptation ↗Julia White, Noah Goodman, Robert Hawkins3 citations
- Model Criticism for Long-Form Text Generation ↗Yuntian Deng, Volodymyr Kuleshov, Alexander Rush3 citations
- Modeling Information Change in Science Communication with Semantically Matched Paraphrases ↗Dustin Wright, Jiaxin Pei, David Jurgens et al.3 citations
- Multi-VQG: Generating Engaging Questions for Multiple Images ↗Min-Hsuan Yeh, Vincent Chen, Ting-Hao Huang et al.3 citations
- Named Entity Recognition in Industrial Tables using Tabular Language Models ↗Aneta Koleva, Martin Ringsquandl, Mark Buckley et al. · Industry Track3 citations
- On Measuring the Intrinsic Few-Shot Hardness of Datasets ↗Xinran Zhao, Shikhar Murty, Christopher Manning3 citations
- On the Transformation of Latent Space in Fine-Tuned NLP Models ↗Nadir Durrani, Hassan Sajjad, Fahim Dalvi et al.3 citations
- Open World Classification with Adaptive Negative Samples ↗Ke Bai, Guoyin Wang, Jiwei Li et al.3 citations
- Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning ↗Guanghui Ma, Chunming Hu, Ling Ge et al.3 citations
- PATS: Sensitivity-aware Noisy Learning for Pretrained Language Models ↗Yupeng Zhang, Hongzhi Zhang, Sirui Wang et al.3 citations
- ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation ↗Shuohang Wang, Ruochen Xu, Yang Liu et al.3 citations
- Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction ↗Nasser Zalmout, Xian Li · Industry Track3 citations
- RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction ↗Zhoujin Tian, Chaozhuo Li, Shuo Ren et al.3 citations
- Recovering Gold from Black Sand: Multilingual Dense Passage Retrieval with Hard and False Negative Samples ↗Tianhao Shen, Mingtong Liu, Ming Zhou et al.3 citations
- Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives ↗Si Sun, Chenyan Xiong, Yue Yu et al.3 citations
- Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing ↗Kailai Sun, Zuchao Li, Hai Zhao3 citations
- STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension ↗Borui Wang, Chengcheng Feng, Arjun Nair et al.3 citations
- Sentence Representation Learning with Generative Objective rather than Contrastive Objective ↗Bohong Wu, Hai Zhao3 citations
- SimQA: Detecting Simultaneous MT Errors through Word-by-Word Question Answering ↗HyoJung Han, Marine Carpuat, Jordan Boyd-Graber3 citations
- SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale ↗Raphael Tang, Karun Kumar, Gefei Yang et al. · Industry Track3 citations
- Text Style Transferring via Adversarial Masking and Styled Filling ↗Jiarui Wang, Richong Zhang, Junfan Chen et al.3 citations
- Topic-Regularized Authorship Representation Learning ↗Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit et al.3 citations
- Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor Testimonies ↗Eitan Wagner, Renana Keydar, Amit Pinchevski et al.3 citations
- Towards Compositional Generalization in Code Search ↗Hojae Han, Seung-won Hwang, Shuai Lu et al.3 citations
- Towards Inter-character Relationship-driven Story Generation ↗Anvesh Rao Vijjini, Faeze Brahman, Snigdha Chaturvedi3 citations
- Tracing Semantic Variation in Slang ↗Zhewei Sun, Yang Xu3 citations
- Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU ↗Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci3 citations
- Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network ↗Junho Kim, Jun-Hyung Park, Mingyu Lee et al.3 citations
- Twitter-Demographer: A Flow-based Tool to Enrich Twitter Data ↗Federico Bianchi, Vincenzo Cutrona, Dirk Hovy · System Demonstrations3 citations
- ULN: Towards Underspecified Vision-and-Language Navigation ↗Weixi Feng, Tsu-Jui Fu, Yujie Lu et al.3 citations
- UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning ↗Yutao Mou, Pei Wang, Keqing He et al.3 citations
- Unsupervised Opinion Summarisation in the Wasserstein Space ↗Jiayu Song, Iman Munire Bilal, Adam Tsakalidis et al.3 citations
- Unsupervised Tokenization Learning ↗Anton Kolonin, Vignav Ramesh3 citations
- When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems ↗Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls et al.3 citations
- When does Parameter-Efficient Transfer Learning Work for Machine Translation? ↗Ahmet Üstün, Asa Cooper Stickland3 citations
- A Comprehensive Evaluation of Biomedical Entity-centric Search ↗Elena Tutubalina, Zulfat Miftahutdinov, Vladimir Muravlev et al. · Industry Track2 citations
- A Federated Approach to Predicting Emojis in Hindi Tweets ↗Deep Gandhi, Jash Mehta, Nirali Parekh et al.2 citations
- A Hybrid Approach to Cross-lingual Product Review Summarization ↗Saleh Soltan, Victor Soto, Ke Tran et al. · Industry Track2 citations
- A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques ↗Malik Altakrori, Thomas Scialom, Benjamin C. M. Fung et al.2 citations
- Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms ↗Alberto Purpura, Francesca Bonin, Joao Bettencourt-silva · Industry Track2 citations
- Algorithms for Acyclic Weighted Finite-State Automata with Failure Arcs ↗Anej Svete, Benjamin Dayan, Ryan Cotterell et al.2 citations
- An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks ↗Changlong Yu, Tianyi Xiao, Lingpeng Kong et al.2 citations
- Automatic Document Selection for Efficient Encoder Pretraining ↗Yukun Feng, Patrick Xia, Benjamin Van Durme et al.2 citations
- Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection ↗Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer et al.2 citations
- CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models ↗Chenhao Wang, Jiachun Li, Yubo Chen et al.2 citations
- Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates ↗Dongfang Li, Baotian Hu, Qingcai Chen2 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2022/papers/page/8/