EMNLP - arXivDaily 期刊&会议

2110.03618 2021-10-20 cs.CL cs.AI cs.LG

Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP

Zhijing Jin, Julius von Kügelgen, Jingwei Ni, Tejas Vaidhya, Ayush Kaushal, Mrinmaya Sachan, Bernhard Schölkopf

Comments EMNLP 2021 (Oral)

2108.04049 2021-10-20 cs.CL cs.IR

Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models

Bogdan Kostić, Julian Risch, Timo Möller

Comments Accepted at the 3rd Workshop on Machine Reading for Question Answering (MRQA) at EMNLP 2021

2008.02742 2021-10-20 cs.CL cs.AI cs.RO

Compositional Networks Enable Systematic Generalization for Grounded Language Understanding

Yen-Ling Kuo, Boris Katz, Andrei Barbu

Comments Accepted in Findings of EMNLP 2021

2110.08551 2021-10-19 cs.CL cs.AI cs.LG

HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression

Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu

Comments EMNLP 2021

2110.08545 2021-10-19 eess.AS cs.CL cs.LG cs.SD

A Unified Speaker Adaptation Approach for ASR

Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq Joty, Eng Siong Chng, Bin Ma

Comments Accepted by EMNLP 2021

2109.05941 2021-10-19 cs.CL cs.LG

Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning

Seonghyeon Ye, Jiseon Kim, Alice Oh

Comments EMNLP 2021

2109.04712 2021-10-19 cs.CL

Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution

Yi Huang, Buse Giledereli, Abdullatif Köksal, Arzucan Özgür, Elif Ozkirimli

Comments EMNLP 2021

2104.07644 2021-10-19 cs.CL cs.AI

ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning

Swarnadeep Saha, Prateek Yadav, Lisa Bauer, Mohit Bansal

Comments EMNLP 2021 (25 pages)

2110.08228 2021-10-18 cs.CL cs.AI

Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text

Maya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling, Christopher Ré

Comments Accepted to Findings of EMNLP 2021

2110.08182 2021-10-18 cs.CL cs.CV

The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color

Cory Paik, Stéphane Aroca-Ouellette, Alessandro Roncone, Katharina Kann

Comments Accepted to EMNLP 2021, 9 Pages

2110.07938 2021-10-18 cs.CL cs.CY

Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community

Maria Glenski, Svitlana Volkova

Comments Accepted to First Workshop on Causal Inference & NLP at EMNLP 2021

2110.07844 2021-10-18 cs.CL

Modeling Endorsement for Multi-Document Abstractive Summarization

Logan Lebanoff, Bingqing Wang, Zhe Feng, Fei Liu

Comments EMNLP 2021 Workshop on New Frontiers in Summarization

2110.07831 2021-10-18 cs.CL cs.LG

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models

Wenkai Yang, Yankai Lin, Peng Li, Jie Zhou, Xu Sun

Comments EMNLP 2021 (main conference), long paper, camera-ready version

2110.07693 2021-10-18 cs.CL

Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study

Myrthe Reuver, Suzan Verberne, Roser Morante, Antske Fokkens

Comments Accepted at the 8th Workshop on Argument Mining, 2021 co-located with EMNLP 2021. Cite the published version

2104.07198 2021-10-18 cs.CL cs.IR

Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval

Kyoung-Rok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joohee Park, Taewon Yoon, Heecheol Seo

Comments To appear at EMNLP 2021

2012.02957 2021-10-18 cs.CL cs.IR

Leveraging Order-Free Tag Relations for Context-Aware Recommendation

Junmo Kang, Jeonghwan Kim, Suwon Shin, Sung-Hyon Myaeng

Comments EMNLP 2021

2110.07310 2021-10-15 cs.CL

Solving Aspect Category Sentiment Analysis as a Text Generation Task

Jian Liu, Zhiyang Teng, Leyang Cui, Hanmeng Liu, Yue Zhang

Comments EMNLP 2021 main conference

2110.07139 2021-10-15 cs.CL cs.AI cs.CR

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

Fanchao Qi, Yangyi Chen, Xurui Zhang, Mukai Li, Zhiyuan Liu, Maosong Sun

Comments Accepted by the main conference of EMNLP 2021 as a long paper. The camera-ready version

2110.06997 2021-10-15 cs.CL cs.AI

Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits

Julia Kreutzer, David Vilar, Artem Sokolov

Comments EMNLP Findings 2021

2110.06962 2021-10-15 cs.CL cs.IR

Open-Domain Question-Answering for COVID-19 and Other Emergent Domains

Sharon Levy, Kevin Mo, Wenhan Xiong, William Yang Wang

Comments EMNLP 2021 Demo

2109.10604 2021-10-15 cs.CL

NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset

Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim

Comments Findings of EMNLP 2021. Code will be released at: https://github.com/Don-Joey/NoahQA

2109.06304 2021-10-15 cs.CL

Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration

Shufan Wang, Laure Thompson, Mohit Iyyer

Comments EMNLP 2021 Conference Camera Ready

2110.06560 2021-10-14 cs.CL

Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model

Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang

Comments Accepted to Findings of EMNLP 2021

2110.06446 2021-10-14 cs.CL

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings

Shaopeng Lai, Ante Wang, Fandong Meng, Jie Zhou, Yubin Ge, Jiali Zeng, Junfeng Yao, Degen Huang, Jinsong Su

Comments EMNLP 2021

2110.06341 2021-10-14 cs.CL

Learning Compact Metrics for MT

Amy Pu, Hyung Won Chung, Ankur P. Parikh, Sebastian Gehrmann, Thibault Sellam

Comments Accepted at EMNLP 2021

2104.08161 2021-10-14 cs.CL

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema

Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth

Comments Accepted to EMNLP 2021

2110.05999 2021-10-13 cs.CL

DiscoDVT: Generating Long Text with Discourse-Aware Discrete Variational Transformer

Haozhe Ji, Minlie Huang

Comments Accepted by EMNLP 2021

2110.05847 2021-10-13 cs.CL cs.CY cs.LG

Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes

M. Arana-Catania, Rob Procter, Yulan He, Maria Liakata

Comments 8 pages, presented in EMNLP 2021 - New Frontiers in Summarization Workshop

2110.05780 2021-10-13 cs.CL

We've had this conversation before: A Novel Approach to Measuring Dialog Similarity

Ofer Lavi, Ella Rabinovich, Segev Shlomov, David Boaz, Inbal Ronen, Ateret Anaby-Tavor

Comments EMNLP 2021, 9 pages

2110.05665 2021-10-13 cs.CL

Are you doing what I say? On modalities alignment in ALFRED

Ting-Rui Chiang, Yi-Ting Yeh, Ta-Chung Chi, Yau-Shian Wang

Comments Accepted by Novel Ideas in Learning-to-Learn through Interaction at EMNLP 2021