COLING 2022: all accepted papers
- Human-in-the-loop Robotic Grasping Using BERT Scene Representation ↗Yaoxian Song, Penglei Sun, Pengfei Fang et al.
- IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification ↗Hao Wang, Yangguang Li, Zhen Huang et al.
- IMPARA: Impact-Based Metric for GEC Using Parallel Data ↗Koki Maeda, Masahiro Kaneko, Naoaki Okazaki
- Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning ↗Zhichao Geng, Ming Zhong, Zhangyue Yin et al.
- Improving Both Domain Robustness and Domain Adaptability in Machine Translation ↗Wen Lai, Jindřich Libovický, Alexander Fraser
- Improving Code-switched ASR with Linguistic Information ↗Jie Chi, Peter Bell
- Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks ↗Kazumasa Omura, Sadao Kurohashi
- Improving Continual Relation Extraction through Prototypical Contrastive Learning ↗Chengwei Hu, Deqing Yang, Haoliang Jin et al.
- Improving Deep Embedded Clustering via Learning Cluster-level Representations ↗Qing Yin, Zhihua Wang, Yunya Song et al.
- Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer ↗Qiong Nan, Danding Wang, Yongchun Zhu et al.
- Improving Low-resource RRG Parsing with Cross-lingual Self-training ↗Kilian Evang, Laura Kallmeyer, Jakub Waszczuk et al.
- Improving Non-Autoregressive Neural Machine Translation via Modeling Localness ↗Yong Wang, Xinwei Geng
- Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning ↗Geunseob Oh, Rahul Goel, Chris Hidey et al.
- Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information ↗Xuhui Sui, Ying Zhang, Kehui Song et al.
- Improving Zero-Shot Multilingual Text Generation via Iterative Distillation ↗Ernie Chang, Alex Marin, Vera Demberg
- In-the-Wild Video Question Answering ↗Santiago Castro, Naihao Deng, Pingxuan Huang et al.
- Incorporating Causal Analysis into Diversified and Logical Response Generation ↗Jiayi Liu, Wei Wei, Zhixuan Chu et al.
- Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling ↗Yangjun Wu, Han Wang, Dongxiang Zhang et al.
- Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection ↗Minqian Liu, Shiyu Chang, Lifu Huang
- InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples ↗Venelin Kovatchev, Mariona Taulé
- Interactive Post-Editing for Verbosity Controlled Translation ↗Prabhakar Gupta, Anil Nelakanti, Grant M. Berry et al.
- Investigating the Performance of Transformer-Based NLI Models on Presuppositional InferencesJad Kabbara, Jackie Chi Kit Cheungour summary
- Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation ↗Hongxiao Zhang, Hui Huang, Jiale Gao et al.
- Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling ↗Shuhei Kurita, Hiroki Ouchi, Kentaro Inui et al.
- JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation ↗Jingyi You, Dongyuan Li, Manabu Okumura et al.
- Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction ↗Shunjie Chen, Xiaochuan Shi, Jingye Li et al.
- Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations ↗Meiguo Wang, Benjamin Yao, Bin Guo et al.
- Joint Language Semantic and Structure Embedding for Knowledge Graph Completion ↗Jianhao Shen, Chenguang Wang, Linyuan Gong et al.
- K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment ↗Jean Lee, Taejun Lim, Heejun Lee et al.
- KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features ↗Minghao Xu, Daling Wang, Shi Feng et al.
- KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings ↗Zhiping Luo, Wentao Xu, Weiqing Liu et al.
- KHANQ: A Dataset for Generating Deep Questions in Education ↗Huanli Gong, Liangming Pan, Hengchang Hu
- KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks ↗Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria
- Key Mention Pairs Guided Document-Level Relation Extraction ↗Feng Jiang, Jianwei Niu, Shasha Mo et al.
- Keyphrase Prediction from Video Transcripts: New Dataset and Directions ↗Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon et al.
- KiPT: Knowledge-injected Prompt Tuning for Event Detection ↗Haochen Li, Tong Mo, Hongcheng Fan et al.
- Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression ↗Xinge Ma, Jin Wang, Liang-Chih Yu et al.
- Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion ↗Chen Chen, Yufei Wang, Bing Li et al.
- KoBEST: Korean Balanced Evaluation of Significant Tasks ↗Myeongjun Jang, Dohyung Kim, Deuk Sin Kwon et al.
- KoCHET: A Korean Cultural Heritage Corpus for Entity-related Tasks ↗Gyeongmin Kim, Jinsung Kim, Junyoung Son et al.
- LEGO-ABSA: A Prompt-based Task Assemblable Unified Generative Framework for Multi-task Aspect-based Sentiment Analysis ↗Tianhao Gao, Jun Fang, Hanyu Liu et al.
- LFKQG: A Controlled Generation Framework with Local Fine-tuning for Question Generation over Knowledge Bases ↗Zichu Fei, Xin Zhou, Tao Gui et al.
- LIME: Weakly-Supervised Text Classification without Seeds ↗Seongmin Park, Jihwa Lee
- LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging ↗Andy Rosenbaum, Saleh Soltan, Wael Hamza et al.
- LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation ↗Yue Zhang, Parisa Kordjamshidi
- Label Smoothing for Text Mining ↗Peiyang Liu, Xiangyu Xi, Wei Ye et al.
- Language Acquisition through Intention Reading and Pattern Finding ↗Jens Nevens, Jonas Doumen, Paul Van Eecke et al.
- Language Branch Gated Multilingual Neural Machine Translation ↗Haoran Sun, Deyi Xiong
- Language-Independent Approach for Morphological Disambiguation ↗Alymzhan Toleu, Gulmira Tolegen, Rustam Mussabayev
- Language-specific Effects on Automatic Speech Recognition Errors for World Englishes ↗June Choe, Yiran Chen, May Pik Yu Chan et al.
- Large Sequence Representation Learning via Multi-Stage Latent Transformers ↗Ionut-Catalin Sandu, Daniel Voinea, Alin-Ionut Popa
- Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? ↗Doan Nam Long Vu, Nafise Sadat Moosavi, Steffen Eger
- LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency ↗Haoxiang Shi, Rongsheng Zhang, Jiaan Wang et al.
- Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis ↗Yinglong Ma, Yunhe Pang
- Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation ↗Qiang Wang, Rongxiang Weng, Ming Chen
- Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D Rotations ↗Jinfa Yang, Xianghua Ying, Yongjie Shi et al.
- Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification ↗Fei Zhao, Zhen Wu, Siyu Long et al.
- Learning to Focus on the Foreground for Temporal Sentence Grounding ↗Daizong Liu, Wei Hu
- Learning to Generate Explanation from e-Hospital Services for Medical Suggestion ↗Wei-Lin Chen, An-Zi Yen, Hen-Hsen Huang et al.
- Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement ↗Dongshi Ju, Shi Feng, Pengcheng Lv et al.
- LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting ↗Xiang Chen, Lei Li, Shumin Deng et al.
- Linguistically Motivated Features for Classifying Shorter Text into Fiction and Non-Fiction Genre ↗Arman Kazmi, Sidharth Ranjan, Arpit Sharma et al.
- Linguistically-Motivated Yorùbá-English Machine Translation ↗Ife Adebara, Muhammad Abdul-Mageed, Miikka Silfverberg
- LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization ↗Fajri Koto, Timothy Baldwin, Jey Han Lau
- Locally Distributed Activation Vectors for Guided Feature Attribution ↗Housam K. B. Bashier, Mi-Young Kim, Randy Goebel
- Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering ↗Siyuan Wang, Zhongyu Wei, Zhihao Fan et al.
- Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases ↗Xixin Hu, Xuan Wu, Yiheng Shu et al.
- MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction ↗Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon et al.
- MCS: An In-battle Commentary System for MOBA Games ↗Xiaofeng Qi, Chao Li, Zhongping Liang et al.
- MECI: A Multilingual Dataset for Event Causality Identification ↗Viet Dac Lai, Amir Pouran Ben Veyseh, Minh Van Nguyen et al.
- MICO: Selective Search with Mutual Information Co-training ↗Zhanyu Wang, Xiao Zhang, Hyokun Yun et al.
- Machine Reading, Fast and Slow: When Do Models “Understand” Language? ↗Sagnik Ray Choudhury, Anna Rogers, Isabelle Augenstein
- Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks ↗Xin Zhou, Ruotian Ma, Yicheng Zou et al.
- MaxMatch-Dropout: Subword Regularization for WordPiece ↗Tatsuya Hiraoka
- Measuring Geographic Performance Disparities of Offensive Language Classifiers ↗Brandon Lwowski, Paul Rad, Anthony Rios
- Measuring Morphological Fusion Using Partial Information Decomposition ↗Michaela Socolof, Jacob Louis Hoover, Richard Futrell et al.
- Measuring Robustness for NLP ↗Yu Yu, Abdul Rafae Khan, Jia Xu
- MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction ↗Saadullah Amin, Pasquale Minervini, David Chang et al.
- Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision ↗Khalil Mrini, Harpreet Singh, Franck Dernoncourt et al.
- Mere Contrastive Learning for Cross-Domain Sentiment Analysis ↗Yun Luo, Fang Guo, Zihan Liu et al.
- Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases ↗Kun Zhang, Yunqi Qiu, Yuanzhuo Wang et al.
- MetaPrompting: Learning to Learn Better Prompts ↗Yutai Hou, Hongyuan Dong, Xinghao Wang et al.
- MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification ↗Kailin Zhao, Xiaolong Jin, Saiping Guan et al.
- Metaphor Detection via Linguistics Enhanced Siamese Network ↗Shenglong Zhang, Ying Liu
- Metaphorical Polysemy Detection: Conventional Metaphor Meets Word Sense Disambiguation ↗Rowan Hall Maudslay, Simone Teufel
- Method Entity Extraction from Biomedical Texts ↗Waqar Bin Kalim, Robert E. Mercer
- Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization ↗Seungone Kim, Se June Joo, Hyungjoo Chae et al.
- Mining Health-related Cause-Effect Statements with High Precision at Large Scale ↗Ferdinand Schlatt, Dieter Bettin, Matthias Hagen et al.
- Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering ↗Priyanka Sen, Alham Fikri Aji, Amir Saffari
- Mitigating the Diminishing Effect of Elastic Weight Consolidation ↗Canasai Kruengkrai, Junichi Yamagishi
- MockingBERT: A Method for Retroactively Adding Resilience to NLP Models ↗Jan Jezabek, Akash Singh
- Modeling Aspect Correlation for Aspect-based Sentiment Analysis via Recurrent Inverse Learning Guidance ↗Longfeng Li, Haifeng Sun, Qi Qi et al.
- Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension ↗Jialin Chen, Zhuosheng Zhang, Hai Zhao
- Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis ↗Zijie Lin, Bin Liang, Yunfei Long et al.
- Modelling Commonsense Properties Using Pre-Trained Bi-Encoders ↗Amit Gajbhiye, Luis Espinosa-Anke, Steven Schockaert
- Modelling Frequency, Attestation, and Corpus-Based Information with OntoLex-FrAC ↗Christian Chiarcos, Elena-Simona Apostol, Besim Kabashi et al.
- MonoByte: A Pool of Monolingual Byte-level Language Models ↗Hugo Abonizio, Leandro Rodrigues de Souza, Roberto Lotufo et al.
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