EMNLP 2022: all accepted papers
- Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue ↗So Yeon Min, Hao Zhu, Ruslan Salakhutdinov et al.5 citations
- DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models ↗Hongyu Zhu, Yan Chen, Jing Yan et al.5 citations
- Eeny, meeny, miny, moe. How to choose data for morphological inflection. ↗Saliha Muradoglu, Mans Hulden5 citations
- Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models ↗Aniruddha Mahapatra, Sharmila Reddy Nangi, Aparna Garimella et al.5 citations
- Entity-level Sentiment Analysis in Contact Center Telephone Conversations ↗Xue-yong Fu, Cheng Chen, Md Tahmid Rahman Laskar et al. · Industry Track5 citations
- Extending Phrase Grounding with Pronouns in Visual Dialogues ↗Panzhong Lu, Xin Zhang, Meishan Zhang et al.5 citations
- FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation ↗Tanya Goyal, Junyi Jessy Li, Greg Durrett · System Demonstrations5 citations
- Federated Model Decomposition with Private Vocabulary for Text Classification ↗Zhuo Zhang, Xiangjing Hu, Lizhen Qu et al.5 citations
- Finding Dataset Shortcuts with Grammar Induction ↗Dan Friedman, Alexander Wettig, Danqi Chen5 citations
- GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval ↗Yahan Yu, Bojie Hu, Yu Li5 citations
- Generalizing over Long Tail Concepts for Medical Term Normalization ↗Beatrice Portelli, Simone Scaboro, Enrico Santus et al.5 citations
- GuoFeng: A Benchmark for Zero Pronoun Recovery and TranslationMingzhou Xu, Longyue Wang, Derek F. Wong et al.5 citations · our summary
- Improving Faithfulness by Augmenting Negative Summaries from Fake Documents ↗Tianshu Wang, Faisal Ladhak, Esin Durmus et al.5 citations
- Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping ↗Chenghao Yang, Xuezhe Ma5 citations
- Intriguing Properties of Compression on Multilingual Models ↗Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude et al.5 citations
- Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English ↗Xiaohan Zhang, Shaonan Wang, Nan Lin et al.5 citations
- Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis ↗Changyuan Qiu, Winston Wu, Xinliang Frederick Zhang et al.5 citations
- Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables ↗Erxin Yu, Lan Du, Yuan Jin et al.5 citations
- Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation ↗Qifan Wang, Li Yang, Xiaojun Quan et al.5 citations
- Linguistic Corpus Annotation for Automatic Text Simplification Evaluation ↗Rémi Cardon, Adrien Bibal, Rodrigo Wilkens et al.5 citations
- LittleBird: Efficient Faster & Longer Transformer for Question Answering ↗Minchul Lee, Kijong Han, Myeong Cheol Shin5 citations
- LogiTorch: A PyTorch-based library for logical reasoning on natural language ↗Chadi Helwe, Chloé Clavel, Fabian Suchanek · System Demonstrations5 citations
- Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models ↗Joe Stacey, Pasquale Minervini, Haim Dubossarsky et al.5 citations
- Long Text Generation with Topic-aware Discrete Latent Variable Model ↗Erguang Yang, Mingtong Liu, Deyi Xiong et al.5 citations
- MEE: A Novel Multilingual Event Extraction Dataset ↗Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt et al.5 citations
- MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering ↗Jiaxin Wang, Lingling Zhang, Jun Liu et al.5 citations
- MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure ↗Yinya Huang, Hongming Zhang, Ruixin Hong et al.5 citations
- Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field ↗Chengyue Jiang, Yong Jiang, Weiqi Wu et al.5 citations
- Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model ↗Mingqi Li, Fei Ding, Dan Zhang et al.5 citations
- Neural-Symbolic Inference for Robust Autoregressive Graph Parsing via Compositional Uncertainty Quantification ↗Zi Lin, Jeremiah Liu, Jingbo Shang5 citations
- ROSE: Robust Selective Fine-tuning for Pre-trained Language Models ↗Lan Jiang, Hao Zhou, Yankai Lin et al.5 citations
- Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction ↗Zhen Wan, Qianying Liu, Zhuoyuan Mao et al.5 citations
- SPE: Symmetrical Prompt Enhancement for Fact Probing ↗Yiyuan Li, Tong Che, Yezhen Wang et al.5 citations
- Semi-supervised Adversarial Text Generation based on Seq2Seq models ↗Hieu Le, Dieu-thu Le, Verena Weber et al. · Industry Track5 citations
- Sequence Models for Document Structure Identification in an Undeciphered Script ↗Logan Born, M. Monroe, Kathryn Kelley et al.5 citations
- SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller ↗Zhaowei Wang, Hongming Zhang, Tianqing Fang et al.5 citations
- The (Undesired) Attenuation of Human Biases by Multilinguality ↗Cristina España-Bonet, Alberto Barrón-Cedeño5 citations
- Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems ↗Jialiang Xu, Mengyu Zhou, Xinyi He et al.5 citations
- Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying ↗Zhisong Zhang, Emma Strubell, Eduard Hovy5 citations
- Unsupervised Non-transferable Text Classification ↗Guangtao Zeng, Wei Lu5 citations
- Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding ↗Rishabh Bhardwaj, Amrita Saha, Steven C.H. Hoi et al.5 citations
- stopes - Modular Machine Translation Pipelines ↗Pierre Andrews, Guillaume Wenzek, Kevin Heffernan et al. · System Demonstrations5 citations
- A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection ↗Adam Wiemerslage, Shiran Dudy, Katharina Kann4 citations
- A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction ↗Lida Shi, Fausto Giunchiglia, Rui Song et al.4 citations
- Agent-Specific Deontic Modality Detection in Legal Language ↗Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan et al.4 citations
- Azimuth: Systematic Error Analysis for Text Classification ↗Gabrielle Gauthier-melancon, Orlando Marquez Ayala, Lindsay Brin et al. · System Demonstrations4 citations
- Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models ↗Hannah Chen, Yangfeng Ji, David Evans4 citations
- Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport ↗Kelly Marchisio, Ali Saad-Eldin, Kevin Duh et al.4 citations
- Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework ↗Wonjin Yoon, Richard Jackson, Elliot Ford et al. · Industry Track4 citations
- Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support ↗Stephen Obadinma, Faiza Khan Khattak, Shirley Wang et al. · Industry Track4 citations
- CEM: Machine-Human Chatting Handoff via Causal-Enhance Module ↗Shanshan Zhong, Jinghui Qin, Zhongzhan Huang et al.4 citations
- Calibrating Zero-shot Cross-lingual (Un-)structured Predictions ↗Zhengping Jiang, Anqi Liu, Benjamin Van Durme4 citations
- Can Transformers Reason in Fragments of Natural Language? ↗Viktor Schlegel, Kamen Pavlov, Ian Pratt-Hartmann4 citations
- Conditional set generation using Seq2seq models ↗Aman Madaan, Dheeraj Rajagopal, Niket Tandon et al.4 citations
- Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding ↗Keqin Chen, Richong Zhang, Samuel Mensah et al.4 citations
- Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction ↗Qin Dai, Benjamin Heinzerling, Kentaro Inui4 citations
- Decoding a Neural Retriever's Latent Space for Query Suggestion ↗Leonard Adolphs, Michelle Chen Huebscher, Christian Buck et al.4 citations
- Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings ↗Che Liu, Rui Wang, Junfeng Jiang et al.4 citations
- DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection ↗Yongkang Liu, Shi Feng, Wei Gao et al.4 citations
- Differentiable Data Augmentation for Contrastive Sentence Representation Learning ↗Tianduo Wang, Wei Lu4 citations
- Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation ↗Chen Wang, Yuchen Liu, Boxing Chen et al.4 citations
- Does Self-Rationalization Improve Robustness to Spurious Correlations? ↗Alexis Ross, Matthew Peters, Ana Marasovic4 citations
- Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization ↗Zexuan Qiu, Qinliang Su, Jianxing Yu et al.4 citations
- Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization ↗Nishant Yadav, Nicholas Monath, Rico Angell et al.4 citations
- Emergent Language-Based Coordination In Deep Multi-Agent Systems ↗Marco Baroni, Roberto Dessi, Angeliki Lazaridou · Tutorial Abstracts4 citations
- Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing ↗Zhenwen Li, Jiaqi Guo, Qian Liu et al.4 citations
- FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows ↗Jianqiao Zhao, Yanyang Li, Wanyu Du et al.4 citations
- Grafting Pre-trained Models for Multimodal Headline Generation ↗Lingfeng Qiao, Chen Wu, Ye Liu et al. · Industry Track4 citations
- Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios ↗Ngoc Dang Nguyen, Lan Du, Wray Buntine et al.4 citations
- Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation ↗Raymond Li, Wen Xiao, Linzi Xing et al.4 citations
- Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation ↗Sunzhu Li, Peng Zhang, Guobing Gan et al.4 citations
- IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models ↗Chenguang Wang, Xiao Liu, Dawn Song4 citations
- Improving Machine Translation with Phrase Pair Injection and Corpus Filtering ↗Akshay Batheja, Pushpak Bhattacharyya4 citations
- Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning ↗Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar et al.4 citations
- JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation ↗Xiaobo Liang, Lijun Wu, Juntao Li et al.4 citations
- Knowledge Transfer from Answer Ranking to Answer Generation ↗Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg et al.4 citations
- Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints ↗Amey Patil, Nikesh Garera · Industry Track4 citations
- Learning to Explain Selectively: A Case Study on Question Answering ↗Shi Feng, Jordan Boyd-Graber4 citations
- Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding ↗Md Mosharaf Hossain, Eduardo Blanco4 citations
- Low-resource Neural Machine Translation with Cross-modal Alignment ↗Zhe Yang, Qingkai Fang, Yang Feng4 citations
- Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation ↗Xinglin Lyu, Junhui Li, Shimin Tao et al.4 citations
- Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval ↗Asha Vishwanathan, Rajeev Warrier, Gautham Vadakkekara Suresh et al. · Industry Track4 citations
- Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets ↗Philippe Laban, Chien-Sheng Wu, Wenhao Liu et al.4 citations
- Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering ↗Md Arafat Sultan, Avi Sil, Radu Florian4 citations
- PLATO-Ad: A Unified Advertisement Text Generation Framework with Multi-Task Prompt Learning ↗Zeyang Lei, Chao Zhang, Xinchao Xu et al. · Industry Track4 citations
- PLM-based World Models for Text-based Games ↗Minsoo Kim, Yeonjoon Jung, Dohyeon Lee et al.4 citations
- Parameter-Efficient Tuning Makes a Good Classification Head ↗Zhuoyi Yang, Ming Ding, Yanhui Guo et al.4 citations
- Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task ↗Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi et al.4 citations
- PreQuEL: Quality Estimation of Machine Translation Outputs in Advance ↗Shachar Don-Yehiya, Leshem Choshen, Omri Abend4 citations
- Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation ↗Wenhao Wu, Wei Li, Jiachen Liu et al.4 citations
- QASem Parsing: Text-to-text Modeling of QA-based Semantics ↗Ayal Klein, Eran Hirsch, Ron Eliav et al.4 citations
- RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction ↗Yunqi Zhang, Yubo Chen, Yongfeng Huang4 citations
- Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation ↗Deng Cai, Xin Li, Jackie Chun-Sing Ho et al.4 citations
- SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis ↗Bingbing Wang, Bin Liang, Jiachen Du et al.4 citations
- Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities ↗Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz et al.4 citations
- Semantic Simplification for Sentiment Classification ↗Xiaotong Jiang, Zhongqing Wang, Guodong Zhou4 citations
- Sentence-Incremental Neural Coreference Resolution ↗Matt Grenander, Shay B. Cohen, Mark Steedman4 citations
- Simple Questions Generate Named Entity Recognition Datasets ↗Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon et al.4 citations
- Sparse Teachers Can Be Dense with Knowledge ↗Yi Yang, Chen Zhang, Dawei Song4 citations
- StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning ↗Hong Chen, Duc Vo, Hiroya Takamura et al.4 citations
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