EMNLP

Fine-Grained Grounding for Multimodal Speech Recognition

Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott

Comments Accepted to Findings of EMNLP 2020

Improving Neural Topic Models using Knowledge Distillation

Alexander Hoyle, Pranav Goel, Philip Resnik

Comments Accepted to EMNLP 2020

Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning

Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins

Comments EMNLP 2020

CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation

Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed Chi

Comments 6 pages, accepted to EMNLP 2020

SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup

Rongzhi Zhang, Yue Yu, Chao Zhang

Comments EMNLP 2020 Long Paper

Journal ref EMNLP 2020

Conversational Document Prediction to Assist Customer Care Agents

Jatin Ganhotra, Haggai Roitman, Doron Cohen, Nathaniel Mills, Chulaka Gunasekara, Yosi Mass, Sachindra Joshi, Luis Lastras, David Konopnicki

Comments EMNLP 2020. The released Twitter dataset is available at: https://github.com/IBM/twitter-customer-care-document-prediction

PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation

Xinyu Hua, Lu Wang

Comments Accepted at EMNLP 2020 as a long paper

Effects of Naturalistic Variation in Goal-Oriented Dialog

Jatin Ganhotra, Robert Moore, Sachindra Joshi, Kahini Wadhawan

Comments Findings of EMNLP 2020. The updated datasets are available at: https://github.com/IBM/naturalistic-variation-goal-oriented-dialog-datasets

Acrostic Poem Generation

Rajat Agarwal, Katharina Kann

Comments EMNLP 2020

Regularizing Dialogue Generation by Imitating Implicit Scenarios

Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun

Comments Accepted by EMNLP 2020 (long paper)

Automatic Extraction of Rules Governing Morphological Agreement

Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig

Comments Accepted at EMNLP 2020

Domain Adversarial Fine-Tuning as an Effective Regularizer

Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou, Ion Androutsopoulos

Comments EMNLP 2020, Findings of EMNLP

Grounded Compositional Outputs for Adaptive Language Modeling

Nikolaos Pappas, Phoebe Mulcaire, Noah A. Smith

Comments EMNLP 2020

Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction

Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi

Comments EMNLP 2020 Findings

RMM: A Recursive Mental Model for Dialog Navigation

Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao

Comments Findings of Empirical Methods in Natural Language Processing (EMNLP Findings), 2020

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth

Comments 15 pages (incl. 4 pages in the appendix); accepted to EMNLP 2020

Pragmatic Issue-Sensitive Image Captioning

Allen Nie, Reuben Cohn-Gordon, Christopher Potts

Comments 15 pages, 7 figures. EMNLP 2020 Findings Accepted

ToTTo: A Controlled Table-To-Text Generation Dataset

Ankur P. Parikh, Xuezhi Wang, Sebastian Gehrmann, Manaal Faruqui, Bhuwan Dhingra, Diyi Yang, Dipanjan Das

Comments Accepted to EMNLP 2020

SubjQA: A Dataset for Subjectivity and Review Comprehension

Johannes Bjerva, Nikita Bhutani, Behzad Golshan, Wang-Chiew Tan, Isabelle Augenstein

Comments EMNLP 2020 Long Paper - Camera Ready

Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization

Zhengyuan Liu, Ke Shi, Nancy F. Chen

Comments Accepted to Findings of EMNLP 2020

Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness

Hyunwoo Kim, Byeongchang Kim, Gunhee Kim

Comments Accepted paper at EMNLP 2020 and ICLR 2020 BAICS workshop (Oral)

More Bang for Your Buck: Natural Perturbation for Robust Question Answering

Daniel Khashabi, Tushar Khot, Ashish Sabharwal

Comments EMNLP 2020

How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Adam Roberts, Colin Raffel, Noam Shazeer

Comments Camera-ready version for EMNLP

T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack

Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

Comments Accepted to EMNLP 2020 as a long paper. 17 pages, 4 figures

Hierarchical Graph Network for Multi-hop Question Answering

Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu

Comments Accepted to EMNLP 2020

Attention Is All You Need for Chinese Word Segmentation

Sufeng Duan, Hai Zhao

Comments 11 pages, to appear in EMNLP 2020 as a long paper

LIMIT-BERT : Linguistic Informed Multi-Task BERT

Junru Zhou, Zhuosheng Zhang, Hai Zhao, Shuailiang Zhang

Comments EMNLP 2020, ACL Findings

Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent

Yun-Hsuan Jen, Chieh-Yang Huang, Mei-Hua Chen, Ting-Hao 'Kenneth' Huang, Lun-Wei Ku

Comments 9 pages, to appear in EMNLP 2020 as a long paper

Knowledge Association with Hyperbolic Knowledge Graph Embeddings

Zequn Sun, Muhao Chen, Wei Hu, Chengming Wang, Jian Dai, Wei Zhang

Comments EMNLP 2020

Viable Threat on News Reading: Generating Biased News Using Natural Language Models

Saurabh Gupta, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen

Comments 11 pages, 4 figures, 6 tables, Accepted at NLP+CSS Workshop at EMNLP 2020