COLING 2022: all accepted papers
- DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents ↗Mingfei Gao, Le Xue, Chetan Ramaiah et al.
- Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning ↗Xiusheng Huang, Hang Yang, Yubo Chen et al.
- Document-level Biomedical Relation Extraction Based on Multi-Dimensional Fusion Information and Multi-Granularity Logical Reasoning ↗Lishuang Li, Ruiyuan Lian, Hongbin Lu et al.
- Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning ↗Zhong Qian, Heng Zhang, Peifeng Li et al.
- Does BERT Recognize an Agent? Modeling Dowty's Proto-Roles with Contextual Embeddings ↗Mattia Proietti, Gianluca Lebani, Alessandro Lenci
- Does BERT Rediscover a Classical NLP Pipeline? ↗Jingcheng Niu, Wenjie Lu, Gerald Penn
- Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation ↗Young-Jun Lee, Chae-Gyun Lim, Ho-Jin Choi
- Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? ↗Aniruddha Roy, Rupak Kumar Thakur, Isha Sharma et al.
- Domain Adaptation for Question Answering via Question Classification ↗Zhenrui Yue, Huimin Zeng, Ziyi Kou et al.
- Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection ↗Tulika Bose, Nikolaos Aletras, Irina Illina et al.
- Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning ↗Qingyu Tan, Ruidan He, Lidong Bing et al.
- Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model ↗Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi et al.
- Domain-Specific NER via Retrieving Correlated Samples ↗Xin Zhang, Yong Jiang, Xiaobin Wang et al.
- Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling ↗Dongsuk Oh, Yejin Kim, Hodong Lee et al.
- DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification ↗Hui Chen, Wei Han, Diyi Yang et al.
- Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering ↗Weidong Tian, Haodong Li, Zhong-Qiu Zhao
- DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing ↗Bin Li, Miao Gao, Yunlong Fan et al.
- Dynamic Dialogue Policy for Continual Reinforcement Learning ↗Christian Geishauser, Carel van Niekerk, Hsien-chin Lin et al.
- Dynamic Nonlinear Mixup with Distance-based Sample Selection ↗Shaokang Zhang, Lei Jiang, Jianlong Tan
- Dynamic Position Encoding for Transformers ↗Joyce Zheng, Mehdi Rezagholizadeh, Peyman Passban
- Dynamic Relevance Graph Network for Knowledge-Aware Question Answering ↗Chen Zheng, Parisa Kordjamshidi
- E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models ↗Ling Ge, ChunMing Hu, Guanghui Ma et al.
- EM-PERSONA: EMotion-assisted Deep Neural Framework for PERSONAlity Subtyping from Suicide Notes ↗Soumitra Ghosh, Dhirendra Kumar Maurya, Asif Ekbal et al.
- ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification ↗Meiqi Chen, Yixin Cao, Kunquan Deng et al.
- ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding ↗Xing Wu, Chaochen Gao, Liangjun Zang et al.
- ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension ↗Xiao Zhang, Heyan Huang, Zewen Chi et al.
- Effect of Post-processing on Contextualized Word Representations ↗Hassan Sajjad, Firoj Alam, Fahim Dalvi et al.
- Effective Data Augmentation for Sentence Classification Using One VAE per Class ↗Frédéric Piedboeuf, Philippe Langlais
- Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss ↗Youhan Lee, KyungTae Lim, Woonhyuk Baek et al.
- Emergence of Hierarchical Reference Systems in Multi-agent Communication ↗Xenia Ohmer, Marko Duda, Elia Bruni
- EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries ↗Thushari Atapattu, Mahen Herath, Charitha Elvitigala et al.
- Emotion Enriched Retrofitted Word Embeddings ↗Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya
- End-to-End Neural Bridging ResolutionHideo Kobayashi, Yufang Hou, Vincent Ngour summary
- End-to-end Dense Video Captioning as Sequence Generation ↗Wanrong Zhu, Bo Pang, Ashish V. Thapliyal et al.
- Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs ↗Ryoko Tokuhisa, Keisuke Kawano, Akihiro Nakamura et al.
- Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation ↗Zichen Wu, Xin Jia, Fanyi Qu et al.
- Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing ↗Yuanhe Tian, Yan Song, Fei Xia
- Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation ↗Husam Quteineh, Spyridon Samothrakis, Richard Sutcliffe
- Entity-Level Sentiment Analysis (ELSA): An Exploratory Task Survey ↗Egil Rønningstad, Erik Velldal, Lilja Øvrelid
- Equivariant Transduction through Invariant Alignment ↗Jennifer C. White, Ryan Cotterell
- Establishing Annotation Quality in Multi-label Annotations ↗Marian Marchal, Merel Scholman, Frances Yung et al.
- Eureka: Neural Insight Learning for Knowledge Graph Reasoning ↗Alex X. Zhang, Xun Liang, Bo Wu et al.
- Evaluating Diversity of Multiword Expressions in Annotated Text ↗Adam Lion-Bouton, Yagmur Ozturk, Agata Savary et al.
- Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference ↗Jamell Dacon, Haochen Liu, Jiliang Tang
- Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language ↗Duanchen Liu, Zoey Liu, Qingyun Yang et al.
- Event Causality Extraction with Event Argument Correlations ↗Shiyao Cui, Jiawei Sheng, Xin Cong et al.
- Event Causality Identification via Derivative Prompt Joint Learning ↗Shirong Shen, Heng Zhou, Tongtong Wu et al.
- Event Detection with Dual Relational Graph Attention Networks ↗Jiaxin Mi, Po Hu, Peng Li
- Event Extraction in Video Transcripts ↗Amir Pouran Ben Veyseh, Viet Dac Lai, Franck Dernoncourt et al.
- Evons: A Dataset for Fake and Real News Virality Analysis and Prediction ↗Kriste Krstovski, Angela Soomin Ryu, Bruce Kogut
- Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs ↗Zile Qiao, Wei Ye, Tong Zhang et al.
- Exploiting Sentiment and Common Sense for Zero-shot Stance DetectionYun Luo, Zihan Liu, Yuefeng Shi et al.our summary
- Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction ↗Yidong Wang, Hao Wu, Ao Liu et al.
- Exploring Label Hierarchy in a Generative Way for Hierarchical Text Classification ↗Wei Huang, Chen Liu, Bo Xiao et al.
- Exploring Semantic Spaces for Detecting Clustering and Switching in Verbal Fluency ↗Özge Alacam, Simeon Schüz, Martin Wegrzyn et al.
- Extracting a Knowledge Base of COVID-19 Events from Social Media ↗Shi Zong, Ashutosh Baheti, Wei Xu et al.
- Extractive Summarisation for German-language Data: A Text-level Approach with Discourse Features ↗Freya Hewett, Manfred Stede
- FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition ↗Linyi Yang, Lifan Yuan, Leyang Cui et al.
- Fashioning Local Designs from Generic Speech Technologies in an Australian Aboriginal Community ↗Éric Le Ferrand, Steven Bird, Laurent Besacier
- Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing ↗Shilin Zhou, Qingrong Xia, Zhenghua Li et al.
- FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT ↗Abhisek Chakrabarty, Raj Dabre, Chenchen Ding et al.
- Few Clean Instances Help Denoising Distant Supervision ↗Yufang Liu, Ziyin Huang, Yijun Wang et al.
- Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning ↗Ernie Chang, Jesujoba O. Alabi, David Ifeoluwa Adelani et al.
- Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline ↗Ruixue Liu, Shaozu Yuan, Aijun Dai et al.
- Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes ↗Bin Ji, Shasha Li, Shaoduo Gan et al.
- Few-shot Table-to-text Generation with Prefix-Controlled Generator ↗Yutao Luo, Menghua Lu, Gongshen Liu et al.
- Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases ↗Gizem Aydin, Seyed Amin Tabatabaei, George Tsatsaronis et al.
- Finding Influential Instances for Distantly Supervised Relation Extraction ↗Zifeng Wang, Rui Wen, Xi Chen et al.
- Flat Multi-modal Interaction Transformer for Named Entity Recognition ↗Junyu Lu, Dixiang Zhang, Jiaxing Zhang et al.
- Focus-Driven Contrastive Learning for Medical Question Summarization ↗Ming Zhang, Shuai Dou, Ziyang Wang et al.
- From Polarity to Intensity: Mining Morality from Semantic Space ↗Chunxu Zhao, Pengyuan Liu, Dong Yu
- GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation ↗Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang
- GLAF: Global-to-Local Aggregation and Fission Network for Semantic Level Fact Verification ↗Zhiyuan Ma, Jianjun Li, Guohui Li et al.
- GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction ↗Junyoung Son, Jinsung Kim, Jungwoo Lim et al.
- GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference ResolutionDanfeng Guo, Arpit Gupta, Sanchit Agarwal et al.our summary
- GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization ↗Qianqian Xie, Jimin Huang, Tulika Saha et al.
- Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing ↗Ziming Huang, Zhuoxuan Jiang, Ke Wang et al.
- Generalizable Implicit Hate Speech Detection Using Contrastive Learning ↗Youngwook Kim, Shinwoo Park, Yo-Sub Han
- Generalized Intent Discovery: Learning from Open World Dialogue System ↗Yutao Mou, Keqing He, Yanan Wu et al.
- Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing ↗Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie et al.
- Generating Temporally-ordered Event Sequences via Event Optimal Transport ↗Bo Zhou, Yubo Chen, Kang Liu et al.
- Generation of Patient After-Visit Summaries to Support Physicians ↗Pengshan Cai, Fei Liu, Adarsha Bajracharya et al.
- Generic Overgeneralization in Pre-trained Language Models ↗Sello Ralethe, Jan Buys
- Gestures Are Used Rationally: Information Theoretic Evidence from Neural Sequential Models ↗Yang Xu, Yang Cheng, Riya Bhatia
- Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic? ↗Ishani Mondal, Kabir Ahuja, Mohit Jain et al.
- GraDA: Graph Generative Data Augmentation for Commonsense Reasoning ↗Adyasha Maharana, Mohit Bansal
- Grammatical Error Correction: Are We There Yet? ↗Muhammad Reza Qorib, Hwee Tou Ng
- Graph-to-Text Generation with Dynamic Structure Pruning ↗Liang Li, Ruiying Geng, Bowen Li et al.
- HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System ↗Zhanyu Ma, Jian Ye, Xurui Yang et al.
- HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph ↗Qitong Wang, Mohammed J Zaki
- Harnessing Abstractive Summarization for Fact-Checked Claim Detection ↗Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu
- HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization ↗Tuan-Anh Phan, Ngoc-Dung Ngoc Nguyen, Khac-Hoai Nam Bui
- Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings ↗Sooji Han, Rui Mao, Erik Cambria
- Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network ↗Chong Zhang, He Zhu, Xingyu Peng et al.
- Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering ↗Jianguo Mao, Jiyuan Zhang, Zengfeng Zeng et al.
- How about Time? Probing a Multilingual Language Model for Temporal Relations ↗Tommaso Caselli, Irene Dini, Felice Dell'Orletta
- How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? ↗Lovisa Hagström, Richard Johansson
- How to Parse a Creole: When Martinican Creole Meets French ↗Ludovic Mompelat, Daniel Dakota, Sandra Kübler
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