EMNLP - arXivDaily 期刊&会议

2109.03858 2021-09-13 cs.CL

Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation

Shahar Levy, Koren Lazar, Gabriel Stanovsky

Comments Accepted to Findings of EMNLP 2021

2109.03158 2021-09-13 cs.CL

Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles

Jian Zhu, David Jurgens

Comments EMNLP 2021 main conference

2109.02972 2021-09-13 cs.CL

Don't Go Far Off: An Empirical Study on Neural Poetry Translation

Tuhin Chakrabarty, Arkadiy Saakyan, Smaranda Muresan

Comments EMNLP 2021 Camera ready

2108.12738 2021-09-13 cs.CL

SummerTime: Text Summarization Toolkit for Non-experts

Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev

Comments EMNLP 2021 Demo Track

2108.11601 2021-09-13 cs.SE cs.CL

Retrieval Augmented Code Generation and Summarization

Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

Comments accepted in EMNLP-Findings 2021

2107.01198 2021-09-13 cs.CL

DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature

Abheesht Sharma, Gunjan Chhablani, Harshit Pandey, Rajaswa Patil

Comments Accepted at EMNLP-2021 (System Demonstration Track)

2104.09574 2021-09-13 cs.CL cs.AI cs.LG

Probing Commonsense Explanation in Dialogue Response Generation

Pei Zhou, Pegah Jandaghi, Bill Yuchen Lin, Justin Cho, Jay Pujara, Xiang Ren

Comments Accepted in EMNLP 2021-Findings. 15 pages, 12 figures, 3 tables

2104.08799 2021-09-13 cs.CL

Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning

Yichao Luo, Yige Xu, Jiacheng Ye, Xipeng Qiu, Qi Zhang

Comments 11 pages, Findings of EMNLP 2021

2104.08645 2021-09-13 cs.CL

Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training

Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang

Comments EMNLP 2021

2104.08384 2021-09-13 cs.CL cs.CV

"Wikily" Supervised Neural Translation Tailored to Cross-Lingual Tasks

Mohammad Sadegh Rasooli, Chris Callison-Burch, Derry Tanti Wijaya

Comments To appear in EMNLP 2021 main conference

2104.08247 2021-09-13 cs.CL

What to Pre-Train on? Efficient Intermediate Task Selection

Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych

Comments EMNLP 2021

2104.07637 2021-09-13 cs.CL cs.AI cs.LG

The Effect of Efficient Messaging and Input Variability on Neural-Agent Iterated Language Learning

Yuchen Lian, Arianna Bisazza, Tessa Verhoef

Comments To appear at EMNLP 2021

2104.06979 2021-09-13 cs.CL

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning

Kexin Wang, Nils Reimers, Iryna Gurevych

Comments Accepted at EMNLP 2021 Findings

2104.06644 2021-09-13 cs.CL cs.LG

Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

Koustuv Sinha, Robin Jia, Dieuwke Hupkes, Joelle Pineau, Adina Williams, Douwe Kiela

Comments To appear at EMNLP 2021; 26 pages total (9 main, 6 reference and 11 Appendix)

2104.05837 2021-09-13 cs.CL cs.AI cs.LG

Relational World Knowledge Representation in Contextual Language Models: A Review

Tara Safavi, Danai Koutra

Comments EMNLP 2021

2104.05547 2021-09-13 cs.CL cs.CY

WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels

Nan Bai, Renqian Luo, Pirouz Nourian, Ana Pereira Roders

Comments 19 pages, 5 figures, accepted by Findings of EMNLP 2021. The data and models presented in this paper can be found in the following GitHub link: https://github.com/zzbn12345/WHOSe_Heritage or http://doi.org/10.5281/zenodo.5463898

2103.16590 2021-09-13 cs.CL

Evaluating the Morphosyntactic Well-formedness of Generated Texts

Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov

Comments EMNLP 2021 camera-ready

2012.15710 2021-09-13 cs.CL

Revisiting Robust Neural Machine Translation: A Transformer Case Study

Peyman Passban, Puneeth S. M. Saladi, Qun Liu

Comments EMNLP (findings). The first two authors contributed equally

2012.15562 2021-09-13 cs.CL

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts

Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, Sebastian Ruder

Comments EMNLP 2021

2012.14388 2021-09-13 cs.CL

Universal Sentence Representation Learning with Conditional Masked Language Model

Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve

Comments Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing

2011.07497 2021-09-13 cs.AI cs.CL cs.LG

NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases

Tara Safavi, Jing Zhu, Danai Koutra

Comments EMNLP 2021

2010.16410 2021-09-13 cs.CL cs.LG

Semi-supervised Relation Extraction via Incremental Meta Self-Training

Xuming Hu, Chenwei Zhang, Fukun Ma, Chenyao Liu, Lijie Wen, Philip S. Yu

Comments In Findings of EMNLP 2021 as a long paper. Code and data available at https://github.com/THU-BPM/MetaSRE

2010.12800 2021-09-13 cs.CL cs.IR

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval

Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon Lin, Huan Sun

Comments EMNLP'21 Main Conference

2010.12251 2021-09-13 cs.CL

A scalable framework for learning from implicit user feedback to improve natural language understanding in large-scale conversational AI systems

Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya

Comments EMNLP 2021

2010.11796 2021-09-13 cs.CR cs.AI

CryptoGRU: Low Latency Privacy-Preserving Text Analysis With GRU

Bo Feng, Qian Lou, Lei Jiang, Geoffrey C. Fox

Journal ref The 2021 Conference on Empirical Methods in Natural Language Processing

2010.06127 2021-09-13 cs.CL cs.LG

Model Selection for Cross-Lingual Transfer

Yang Chen, Alan Ritter

Comments EMNLP 2021

2005.00782 2021-09-13 cs.CL cs.AI cs.LO

RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms

Pei Zhou, Rahul Khanna, Seyeon Lee, Bill Yuchen Lin, Daniel Ho, Jay Pujara, Xiang Ren

Comments Accepted in EMNLP 2021 main conference. 20 pages, 8 figures

2004.14876 2021-09-13 cs.CL

Analyzing the Surprising Variability in Word Embedding Stability Across Languages

Laura Burdick, Jonathan K. Kummerfeld, Rada Mihalcea

Comments Accepted to EMNLP 2021

2109.04452 2021-09-10 cs.CL

Analysis of Language Change in Collaborative Instruction Following

Anna Effenberger, Eva Yan, Rhia Singh, Alane Suhr, Yoav Artzi

Comments Findings of EMNLP 2021 Short Paper

2109.04448 2021-09-10 cs.CL cs.CV

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers

Stella Frank, Emanuele Bugliarello, Desmond Elliott

Comments EMNLP 2021