EMNLP (1)

Publications

2021

Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka, Ander Barrena, Eneko Agirre
Label Verbalization and Entailment for Effective Zero and Few-Shot Relation Extraction. EMNLP (1) (2021)
Huibin Ge, Chenxi Sun, Deyi Xiong, Qun Liu
Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context. EMNLP (1) (2021)
Sonia Raychaudhuri, Saim Wani, Shivansh Patel, Unnat Jain, Angel X. Chang
Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments. EMNLP (1) (2021)
Weixuan Wang, Wei Peng, Meng Zhang, Qun Liu
Neural Machine Translation with Heterogeneous Topic Knowledge Embeddings. EMNLP (1) (2021)
Manuel R. Ciosici, Joe Cecil, Dong-Ho Lee, Alex Hedges, Marjorie Freedman, Ralph M. Weischedel
Perhaps PTLMs Should Go to School - A Task to Assess Open Book and Closed Book QA. EMNLP (1) (2021)
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li
Learning Logic Rules for Document-Level Relation Extraction. EMNLP (1) (2021)
Shitao Xiao, Zheng Liu, Yingxia Shao, Defu Lian, Xing Xie
Matching-oriented Embedding Quantization For Ad-hoc Retrieval. EMNLP (1) (2021)
Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation. EMNLP (1) (2021)
Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. EMNLP (1) (2021)
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations. EMNLP (1) (2021)
Nikolay Arefyev, Dmitry Kharchev, Artem Shelmanov
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis. EMNLP (1) (2021)
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation. EMNLP (1) (2021)
Jeonghwan Kim, Giwon Hong, Kyung-min Kim, Junmo Kang, Sung-Hyon Myaeng
Have You Seen That Number? Investigating Extrapolation in Question Answering Models. EMNLP (1) (2021)
Zhaohui Li, Yajur Tomar, Rebecca J. Passonneau
A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading. EMNLP (1) (2021)
William Timkey, Marten van Schijndel
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality. EMNLP (1) (2021)
Pierre Colombo, Emile Chapuis, Matthieu Labeau, Chloé Clavel
Code-switched inspired losses for spoken dialog representations. EMNLP (1) (2021)
Tobias Falke, Patrick Lehnen
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding. EMNLP (1) (2021)
Zichao Wang, Andrew S. Lan, Richard G. Baraniuk
Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints. EMNLP (1) (2021)
Rochelle Choenni, Ekaterina Shutova, Robert van Rooij
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP (1) (2021)
Asahi Ushio, José Camacho-Collados, Steven Schockaert
Distilling Relation Embeddings from Pretrained Language Models. EMNLP (1) (2021)
Jianzhu Bao, Bin Liang, Jingyi Sun, Yice Zhang, Min Yang, Ruifeng Xu
Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph. EMNLP (1) (2021)
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. EMNLP (1) (2021)
Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. EMNLP (1) (2021)
Ashkan Alinejad, Hassan S. Shavarani, Anoop Sarkar
Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation. EMNLP (1) (2021)
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 EMNLP (1) (2021)
Liang Ding, Di Wu, Dacheng Tao
Improving Neural Machine Translation by Bidirectional Training. EMNLP (1) (2021)
Alexander Spangher, Jonathan May, Sz-Rung Shiang, Lingjia Deng
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification. EMNLP (1) (2021)
Anna Wegmann, Dong Nguyen
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework. EMNLP (1) (2021)
Hui Wu, Xiaodong Shi
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction. EMNLP (1) (2021)
Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization. EMNLP (1) (2021)
Pierre L. Dognin, Inkit Padhi, Igor Melnyk, Payel Das
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models. EMNLP (1) (2021)
Alessandro Raganato, Raúl Vázquez, Mathias Creutz, Jörg Tiedemann
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation. EMNLP (1) (2021)
Zongyi Li, Jianhan Xu, Jiehang Zeng, Linyang Li, Xiaoqing Zheng, Qi Zhang, Kai-Wei Chang, Cho-Jui Hsieh
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution. EMNLP (1) (2021)
Elena Voita, Rico Sennrich, Ivan Titov
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT. EMNLP (1) (2021)
Milad Moradi, Matthias Samwald
Evaluating the Robustness of Neural Language Models to Input Perturbations. EMNLP (1) (2021)
Ronald Seoh, Ian Birle, Mrinal Tak, Haw-Shiuan Chang, Brian Pinette, Alfred Hough
Open Aspect Target Sentiment Classification with Natural Language Prompts. EMNLP (1) (2021)
Simon Suster, Pieter Fivez, Pietro Totis, Angelika Kimmig, Jesse Davis, Luc De Raedt, Walter Daelemans
Mapping probability word problems to executable representations. EMNLP (1) (2021)
Marvin Kaster, Wei Zhao, Steffen Eger
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors. EMNLP (1) (2021)
Nitish Gupta, Sameer Singh, Matt Gardner, Dan Roth
Paired Examples as Indirect Supervision in Latent Decision Models. EMNLP (1) (2021)
Xingdi Yuan
Interactive Machine Comprehension with Dynamic Knowledge Graphs. EMNLP (1) (2021)
Ye Liu, Jianguo Zhang, Yao Wan, Congying Xia, Lifang He, Philip S. Yu
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization. EMNLP (1) (2021)
Chi Hu, Chenglong Wang, Xiangnan Ma, Xia Meng, Yinqiao Li, Tong Xiao, Jingbo Zhu, Changliang Li
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking. EMNLP (1) (2021)
Xi Ye, Rohan Nair, Greg Durrett
Connecting Attributions and QA Model Behavior on Realistic Counterfactuals. EMNLP (1) (2021)
Lingyong Yan, Xianpei Han, Le Sun
Progressive Adversarial Learning for Bootstrapping: A Case Study on Entity Set Expansion. EMNLP (1) (2021)
Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck
Proxy Indicators for the Quality of Open-domain Dialogues. EMNLP (1) (2021)
Daria Pylypenko, Kwabena Amponsah-Kaakyire, Koel Dutta Chowdhury, Josef van Genabith, Cristina España-Bonet
Comparing Feature-Engineering and Feature-Learning Approaches for Multilingual Translationese Classification. EMNLP (1) (2021)
Yuning Mao, Wenchang Ma, Deren Lei, Jiawei Han, Xiang Ren
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation. EMNLP (1) (2021)
Niklas Stoehr, Lucas Torroba Hennigen, Samin Ahbab, Robert West, Ryan Cotterell
Classifying Dyads for Militarized Conflict Analysis. EMNLP (1) (2021)
Pengfei Cao, Yubo Chen, Yuqing Yang, Kang Liu, Jun Zhao
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification. EMNLP (1) (2021)
Shayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh
Entity-Based Knowledge Conflicts in Question Answering. EMNLP (1) (2021)