EMNLP - arXivDaily 期刊&会议

2110.02869 2021-10-13 cs.CL

Sequence-to-Sequence Lexical Normalization with Multilingual Transformers

Ana-Maria Bucur, Adrian Cosma, Liviu P. Dinu

Comments In Proceedings of the 7th Workshop on Noisy User-generated Text (WNUT 2021), EMNLP 2021

2109.01951 2021-10-13 cs.CL cs.AI cs.LG

FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models

Rakesh Chada, Pradeep Natarajan

Comments Accepted to EMNLP 2021 Main Conference

2104.08512 2021-10-13 cs.CL

Minimal Supervision for Morphological Inflection

Omer Goldman, Reut Tsarfaty

Comments EMNLP 2021

2110.05422 2021-10-12 cs.CL cs.AI cs.LG cs.MA

Calibrate your listeners! Robust communication-based training for pragmatic speakers

Rose E. Wang, Julia White, Jesse Mu, Noah D. Goodman

Comments Findings of EMNLP 2021 Code: https://github.com/rosewang2008/calibrate_your_listeners

2110.05115 2021-10-12 cs.CL cs.LG

A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution

Judicael Poumay, Ashwin Ittoo

Comments 10 pages, 1 table,10 figures, to be published in Findings of EMNLP 2021

2110.05111 2021-10-12 cs.CL

Dynamic Forecasting of Conversation Derailment

Yova Kementchedjhieva, Anders Søgaard

Comments To appear at EMNLP 2021

2110.05071 2021-10-12 cs.CL

Document-Level Text Simplification: Dataset, Criteria and Baseline

Renliang Sun, Hanqi Jin, Xiaojun Wan

Comments 17 pages, 1 figure, accepted by EMNLP 2021

2109.14776 2021-10-12 cs.CL cs.CY cs.SI

Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications

Jiaxin Pei, David Jurgens

Comments EMNLP 2021 Main Conference

2110.04889 2021-10-12 cs.CL

Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation

Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber, Hal Daumé

Comments EMNLP 2021

2110.04794 2021-10-12 cs.CL

PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction

Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal

Comments Accepted as a Long Paper at EMNLP 2021 (Main Conference); 13 pages; Codes: https://github.com/rajdeep345/PASTE

2110.04644 2021-10-12 cs.CL cs.LG

On the Relation between Syntactic Divergence and Zero-Shot Performance

Ofir Arviv, Dmitry Nikolaev, Taelin Karidi, Omri Abend

Comments Accepted to EMNLP 2021

2110.04526 2021-10-12 cs.CL

Improving Multi-Party Dialogue Discourse Parsing via Domain Integration

Zhengyuan Liu, Nancy F. Chen

Comments Published in CODI@EMNLP 2021

2110.04518 2021-10-12 cs.CL

DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing

Zhengyuan Liu, Ke Shi, Nancy F. Chen

Comments Published in CODI@EMNLP 2021

2110.04419 2021-10-12 cs.CL

Detecting Community Sensitive Norm Violations in Online Conversations

Chan Young Park, Julia Mendelsohn, Karthik Radhakrishnan, Kinjal Jain, Tushar Kanakagiri, David Jurgens, Yulia Tsvetkov

Comments Findings of EMNLP 2021

2109.02401 2021-10-12 cs.CL

Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization

Tiezheng Yu, Wenliang Dai, Zihan Liu, Pascale Fung

Comments Long Paper Accepted in EMNLP 2021

2104.08200 2021-10-12 cs.CL

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation

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

Comments Accepted in EMNLP 2021, 10 pages

2104.07302 2021-10-12 cs.CL

TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph

Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang

Comments EMNLP 2021

2110.03742 2021-10-11 cs.CL cs.LG

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference

Sneha Kudugunta, Yanping Huang, Ankur Bapna, Maxim Krikun, Dmitry Lepikhin, Minh-Thang Luong, Orhan Firat

Comments EMNLP Findings 2021

2109.06822 2021-10-11 cs.CL cs.LG

LM-Critic: Language Models for Unsupervised Grammatical Error Correction

Michihiro Yasunaga, Jure Leskovec, Percy Liang

Comments EMNLP 2021. Code & data available at https://github.com/michiyasunaga/LM-Critic

2109.04620 2021-10-11 cs.CL

Rule-based Morphological Inflection Improves Neural Terminology Translation

Weijia Xu, Marine Carpuat

Comments EMNLP 2021

2101.10421 2021-10-11 cs.CL

English Machine Reading Comprehension Datasets: A Survey

Daria Dzendzik, Carl Vogel, Jennifer Foster

Comments Will appear at EMNLP 2021. Dataset survey paper: 9 pages, 5 figures, 2 tables + attachment

2110.03572 2021-10-08 cs.CL

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling

Liwen Wang, Xuefeng Li, Jiachi Liu, Keqing He, Yuanmeng Yan, Weiran Xu

Comments Accepted by EMNLP 2021

2110.03212 2021-10-08 cs.CL

Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates

Xiaochuang Han, Yulia Tsvetkov

Comments Findings of EMNLP 2021

2104.07412 2021-10-08 cs.CL cs.AI

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation

Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson

Comments EMNLP 2021 camera-ready

2110.03036 2021-10-08 cs.CL cs.AI

The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation

Orevaoghene Ahia, Julia Kreutzer, Sara Hooker

Comments Accepted to Findings of EMNLP 2021

2110.02591 2021-10-07 cs.CL

Weakly-supervised Text Classification Based on Keyword Graph

Lu Zhang, Jiandong Ding, Yi Xu, Yingyao Liu, Shuigeng Zhou

Comments accepted in EMNLP 2021

2110.02386 2021-10-07 cs.CL cs.AI

Analyzing the Effects of Reasoning Types on Cross-Lingual Transfer Performance

Karthikeyan K, Aalok Sathe, Somak Aditya, Monojit Choudhury

Comments Workshop on Multilingual Representation Learning (MRL 2021), at Empirical Methods in Natural Language Processing (EMNLP 2021)

2012.15524 2021-10-07 cs.CL

Fast WordPiece Tokenization

Xinying Song, Alex Salcianu, Yang Song, Dave Dopson, Denny Zhou

Comments Accepted to EMNLP 2021 as an oral paper

2010.11918 2021-10-07 cs.LG cs.CL

AdapterDrop: On the Efficiency of Adapters in Transformers

Andreas Rücklé, Gregor Geigle, Max Glockner, Tilman Beck, Jonas Pfeiffer, Nils Reimers, Iryna Gurevych

Comments EMNLP 2021

2008.12813 2021-10-07 cs.CL cs.LG

HittER: Hierarchical Transformers for Knowledge Graph Embeddings

Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji

Comments EMNLP 2021