EMNLP 2022: all accepted papers
- CapOnImage: Context-driven Dense-Captioning on Image ↗Yiqi Gao, Xinglin Hou, Yuanmeng Zhang et al.7 citations
- ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction ↗Weiwen Xu, Yang Deng, Wenqiang Lei et al.7 citations
- Continued Pretraining for Better Zero- and Few-Shot Promptability ↗Zhaofeng Wu, Robert L Logan IV, Pete Walsh et al.7 citations
- DANLI: Deliberative Agent for Following Natural Language Instructions ↗Yichi Zhang, Jianing Yang, Jiayi Pan et al.7 citations
- Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? ↗Mitja Nikolaus, Emmanuelle Salin, Stephane Ayache et al.7 citations
- EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and Indexing ↗Nora Kassner, Fabio Petroni, Mikhail Plekhanov et al.7 citations
- Efficient Adversarial Training with Robust Early-Bird Tickets ↗Zhiheng Xi, Rui Zheng, Tao Gui et al.7 citations
- Efficient Nearest Neighbor Emotion Classification with BERT-whitening ↗Wenbiao Yin, Lin Shang7 citations
- Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation ↗Kaiyu Huang, Peng Li, Jin Ma et al.7 citations
- Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements ↗Leandro Von Werra, Lewis Tunstall, Abhishek Thakur et al. · System Demonstrations7 citations
- Exploring Mode Connectivity for Pre-trained Language Models ↗Yujia Qin, Cheng Qian, Jing Yi et al.7 citations
- Extracted BERT Model Leaks More Information than You Think! ↗Xuanli He, Lingjuan Lyu, Chen Chen et al.7 citations
- FairLib: A Unified Framework for Assessing and Improving Fairness ↗Xudong Han, Aili Shen, Yitong Li et al. · System Demonstrations7 citations
- Generating Information-Seeking Conversations from Unlabeled Documents ↗Gangwoo Kim, Sungdong Kim, Kang Min Yoo et al.7 citations
- HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models ↗Tanya Goyal, Nazneen Rajani, Wenhao Liu et al.7 citations
- IM2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation ↗Zhihua Jiang, Guanghui Ye, Dongning Rao et al.7 citations
- JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization ↗Nan Zhao, Haoran Li, Youzheng Wu et al.7 citations
- MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding ↗Zilong Wang, Jiuxiang Gu, Chris Tensmeyer et al.7 citations
- Modular and Parameter-Efficient Fine-Tuning for NLP Models ↗Sebastian Ruder, Jonas Pfeiffer, Ivan Vulić · Tutorial Abstracts7 citations
- Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs ↗Xiao Long, Liansheng Zhuang, Li Aodi et al.7 citations
- Numerical Optimizations for Weighted Low-rank Estimation on Language Models ↗Ting Hua, Yen-Chang Hsu, Felicity Wang et al.7 citations
- One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks ↗Manuel Senge, Timour Igamberdiev, Ivan Habernal7 citations
- Predicting Prerequisite Relations for Unseen Concepts ↗Yaxin Zhu, Hamed Zamani7 citations
- QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation ↗Krishna Srinivasan, Karthik Raman, Anupam Samanta et al. · Industry Track7 citations
- Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook ↗Chang Liu, Chongyang Tao, Jianxin Liang et al.7 citations
- TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search ↗YunSeok Choi, Hyojun Kim, Jee-Hyong Lee7 citations
- TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection ↗Chaoya Jiang, Haiyang Xu, Chenliang Li et al.7 citations
- Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts ↗Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al.7 citations
- Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation ↗Zhuang Li, Lizhen Qu, Qiongkai Xu et al.7 citations
- monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering ↗Sarawoot Kongyoung, Craig Macdonald, Iadh Ounis7 citations
- A Second Wave of UD Hebrew Treebanking and Cross-Domain ParsingAmir Zeldes, Nick Howell, Noam Ordan et al.6 citations · our summary
- A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering ↗Minghui Xie, Chuzhan Hao, Peng Zhang6 citations
- ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation ↗Fan Yin, Yao Li, Cho-Jui Hsieh et al.6 citations
- Adapting a Language Model While Preserving its General Knowledge ↗Zixuan Ke, Yijia Shao, Haowei Lin et al.6 citations
- Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation ↗Dongkyu Lee, Ka Chun Cheung, Nevin Zhang6 citations
- Are representations built from the ground up? An empirical examination of local composition in language models ↗Emmy Liu, Graham Neubig6 citations
- Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction ↗Yifan Ding, Yan Liang, Nasser Zalmout et al. · Industry Track6 citations
- BERT in Plutarch's Shadows ↗Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis et al.6 citations
- Bilingual Synchronization: Restoring Translational Relationships with Editing Operations ↗Jitao Xu, Josep Crego, François Yvon6 citations
- Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs ↗Kyle Richardson, Ronen Tamari, Oren Sultan et al.6 citations
- CDConv: A Benchmark for Contradiction Detection in Chinese Conversations ↗Chujie Zheng, Jinfeng Zhou, Yinhe Zheng et al.6 citations
- Can Visual Context Improve Automatic Speech Recognition for an Embodied Agent? ↗Pradip Pramanick, Chayan Sarkar6 citations
- Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario ↗Xiao Liu, Yansong Feng, Jizhi Tang et al.6 citations
- Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment ↗Siyu Lai, Zhen Yang, Fandong Meng et al.6 citations
- Cross-Modal Similarity-Based Curriculum Learning for Image Captioning ↗Hongkuan Zhang, Saku Sugawara, Akiko Aizawa et al.6 citations
- Discovering Differences in the Representation of People using Contextualized Semantic Axes ↗Li Lucy, Divya Tadimeti, David Bamman6 citations
- DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages ↗Gabriele Sarti, Arianna Bisazza, Ana Guerberof-Arenas et al.6 citations
- Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing ↗Nan Xu, Fei Wang, Bangzheng Li et al.6 citations
- Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval ↗Houxing Ren, Linjun Shou, Ning Wu et al.6 citations
- Ethics consideration sections in natural language processing papers ↗Luciana Benotti, Patrick Blackburn6 citations
- EvEntS ReaLM: Event Reasoning of Entity States via Language Models ↗Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk et al.6 citations
- Evaluating and Improving Factuality in Multimodal Abstractive Summarization ↗David Wan, Mohit Bansal6 citations
- Evaluating the Knowledge Dependency of Questions ↗Hyeongdon Moon, Yoonseok Yang, Hangyeol Yu et al.6 citations
- Few-shot Query-Focused Summarization with Prefix-Merging ↗Ruifeng Yuan, Zili Wang, Ziqiang Cao et al.6 citations
- Full-Stack Information Extraction System for Cybersecurity Intelligence ↗Youngja Park, Taesung Lee · Industry Track6 citations
- Guiding Neural Entity Alignment with Compatibility ↗Bing Liu, Harrisen Scells, Wen Hua et al.6 citations
- Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators ↗Xinyou Wang, Zaixiang Zheng, Shujian Huang6 citations
- Improving Multi-task Stance Detection with Multi-task Interaction Network ↗Heyan Chai, Siyu Tang, Jinhao Cui et al.6 citations
- Improving Tokenisation by Alternative Treatment of Spaces ↗Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton et al.6 citations
- IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces ↗Kelly Marchisio, Neha Verma, Kevin Duh et al.6 citations
- Let the CAT out of the bag: Contrastive Attributed explanations for Text ↗Saneem Chemmengath, Amar Prakash Azad, Ronny Luss et al.6 citations
- Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language InferenceSara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar6 citations · our summary
- Making Pretrained Language Models Good Long-tailed Learners ↗Chen Zhang, Lei Ren, Jingang Wang et al.6 citations
- McQueen: a Benchmark for Multimodal Conversational Query Rewrite ↗Yifei Yuan, Chen Shi, Runze Wang et al.6 citations
- Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders ↗Ivan Vulić, Iñigo Casanueva, Georgios Spithourakis et al.6 citations
- OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification ↗Jie Cao, Yin Zhang6 citations
- PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding ↗Niranjan Uma Naresh, Ziyan Jiang, Ankit et al. · Industry Track6 citations
- Predicting Fine-Tuning Performance with Probing ↗Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz6 citations
- Prompt-based Distribution Alignment for Domain Generalization in Text Classification ↗Chen Jia, Yue Zhang6 citations
- Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency ↗Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine et al.6 citations
- ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks ↗Kai Xiong, Xiao Ding, Zhongyang Li et al.6 citations
- Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives ↗Shaoning Xiao, Long Chen, Kaifeng Gao et al.6 citations
- Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training ↗Taolin Zhang, Junwei Dong, Jianing Wang et al. · Industry Track6 citations
- RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners ↗Soumya Sanyal, Zeyi Liao, Xiang Ren6 citations
- SocioProbe: What, When, and Where Language Models Learn about Sociodemographics ↗Anne Lauscher, Federico Bianchi, Samuel R. Bowman et al.6 citations
- Stanceosaurus: Classifying Stance Towards Multicultural Misinformation ↗Jonathan Zheng, Ashutosh Baheti, Tarek Naous et al.6 citations
- Topic Modeling With Topological Data Analysis ↗Ciarán Byrne, Danijela Horak, Karo Moilanen et al.6 citations
- Towards relation extraction from speech ↗Tongtong Wu, Guitao Wang, Jinming Zhao et al.6 citations
- Using Commonsense Knowledge to Answer Why-Questions ↗Yash Kumar Lal, Niket Tandon, Tanvi Aggarwal et al.6 citations
- WeTS: A Benchmark for Translation Suggestion ↗Zhen Yang, Fandong Meng, Yingxue Zhang et al.6 citations
- ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts ↗Sonia Murthy, Kyle Lo, Daniel King et al. · System Demonstrations5 citations
- ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph ↗Chuzhan Hao, Minghui Xie, Peng Zhang5 citations
- ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts ↗Akim Tsvigun, Leonid Sanochkin, Daniil Larionov et al. · System Demonstrations5 citations
- AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis ↗Sabyasachi Kamila, Walid Magdy, Sourav Dutta et al.5 citations
- Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation ↗Junpeng Liu, Kaiyu Huang, Jiuyi Li et al.5 citations
- Aligning Recommendation and Conversation via Dual Imitation ↗Jinfeng Zhou, Bo Wang, Minlie Huang et al.5 citations
- AnEMIC: A Framework for Benchmarking ICD Coding Models ↗Juyong Kim, Abheesht Sharma, Suhas Shanbhogue et al. · System Demonstrations5 citations
- Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition ↗Renjie Zhou, Zhongyi Xie, Jian Wan et al.5 citations
- Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks ↗Colin Leong, Joshua Nemecek, Jacob Mansdorfer et al.5 citations
- CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation ↗Yinpei Dai, Wanwei He, Bowen Li et al.5 citations
- CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering ↗Maitreya Patel, Tejas Gokhale, Chitta Baral et al.5 citations
- CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations ↗Róbert Csordás, Kazuki Irie, Juergen Schmidhuber5 citations
- Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation ↗Huanran Zheng, Wei Zhu, Pengfei Wang et al.5 citations
- CoCoa: An Encoder-Decoder Model for Controllable Code-switched Generation ↗Sneha Mondal, Ritika, Shreya Pathak et al.5 citations
- Composing Ci with Reinforced Non-autoregressive Text Generation ↗Yan Song5 citations
- Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation ↗Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos Korfiatis et al. · Industry Track5 citations
- Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge ↗Giovanni Gabbolini, Romain Hennequin, Elena Epure5 citations
- Developing Prefix-Tuning Models for Hierarchical Text Classification ↗Lei Chen, Houwei Chou, Xiaodan Zhu · Industry Track5 citations
- Disentangling Uncertainty in Machine Translation Evaluation ↗Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei et al.5 citations
- DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection ↗Puneet Mathur, Gautam Kunapuli, Riyaz Bhat et al.5 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2022/papers/page/6/