EMNLP

Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding

Jun Wang, Patrick Ng, Alexander Hanbo Li, Jiarong Jiang, Zhiguo Wang, Ramesh Nallapati, Bing Xiang, Sudipta Sengupta

Comments EMNLP Industry Track 2022

KGI: An Integrated Framework for Knowledge Intensive Language Tasks

Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya

Comments EMNLP 2022 Demo Track

Crowdsourcing Semantic Label Propagation in Relation Classification

Anca Dumitrache, Lora Aroyo, Chris Welty

Comments In publication at the First Workshop on Fact Extraction and Verification (FeVer) at EMNLP 2018

Distilling Relation Embeddings from Pre-trained Language Models

Asahi Ushio, Jose Camacho-Collados, Steven Schockaert

Comments EMNLP 2021 main conference

Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction

Asahi Ushio, Federico Liberatore, Jose Camacho-Collados

Comments Accepted by EMNLP 2021 main conference

Pathologies of Neural Models Make Interpretations Difficult

Shi Feng, Eric Wallace, Alvin Grissom, Mohit Iyyer, Pedro Rodriguez, Jordan Boyd-Graber

Comments EMNLP 2018 camera ready

Measuring Association Between Labels and Free-Text Rationales

Sarah Wiegreffe, Ana Marasović, Noah A. Smith

Comments Revision to EMNLP 2021 camera-ready; corrects simulatability terminology and clarifies computation of rationale quality metric (no results changed). For a detailed explanation of changes, see https://github.com/allenai/label_rationale_association

Composing RNNs and FSTs for Small Data: Recovering Missing Characters in Old Hawaiian Text

Oiwi Parker Jones, Brendan Shillingford

Comments This paper originally appeared in a NeurIPS Workshop in 2018: IRASL - Interpretability and Robustness in Audio, Speech, and Language. It builds on a shorter paper that appeared in the Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP). See acknowledgements for details

Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning

Xisen Jin, Bill Yuchen Lin, Mohammad Rostami, Xiang Ren

Comments Accepted at Findings of EMNLP 2021; Fixed an error in Table 3 (see footnote 4); Updated Q3 in Sec. 4.2

Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm

Alicia Y. Tsai, Laurent El Ghaoui

Comments Accepted at the First Workshop on Simple and Efficient Natural Language Processing (SustaiNLP) at EMNLP 2020

Generative Data Augmentation for Commonsense Reasoning

Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey

Comments Findings of the Association for Computational Linguistics: EMNLP 2020

Uncovering the Limits of Text-based Emotion Detection

Nurudin Alvarez-Gonzalez, Andreas Kaltenbrunner, Vicenç Gómez

Comments Accepted for publication in Findings of EMNLP 2021

Low-Rank Subspaces for Unsupervised Entity Linking

Akhil Arora, Alberto García-Durán, Robert West

Comments EMNLP 2021, 18 pages, 22 figures

MedFilter: Improving Extraction of Task-relevant Utterances from Doctor-Patient Conversations through Integration of Discourse Structure and Ontological Knowledge

Sopan Khosla, Shikhar Vashishth, Jill Fain Lehman, Carolyn Rose

Comments Accepted as Long Paper to EMNLP 2020

Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank

Ethan C. Chau, Lucy H. Lin, Noah A. Smith

Comments In Findings of EMNLP 2020

Journal ref Findings of ACL: EMNLP (2020) 1324-1334

BAE: BERT-based Adversarial Examples for Text Classification

Siddhant Garg, Goutham Ramakrishnan

Comments Accepted at EMNLP 2020 Main Conference

Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval

Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao

Comments Findings of EMNLP 2021(10 pages)

Temporal Knowledge Graph Forecasting with Neural ODE

Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu, Volker Tresp

Comments accepted at EMNLP 2021

Learning to Ground Visual Objects for Visual Dialog

Feilong Chen, Xiuyi Chen, Can Xu, Daxin Jiang

Comments Findings of the Association for Computational Linguistics: EMNLP 2021

Explaining Answers with Entailment Trees

Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, Zhengnan Xie, Hannah Smith, Leighanna Pipatanangkura, Peter Clark

Comments published in EMNLP 2021

Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News

Reuben Tan, Bryan A. Plummer, Kate Saenko

Comments Accepted at EMNLP 2020

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation

Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen

Comments Findings of EMNLP 2021

Modeling Disclosive Transparency in NLP Application Descriptions

Michael Saxon, Sharon Levy, Xinyi Wang, Alon Albalak, William Yang Wang

Comments To appear at EMNLP 2021. 15 pages, 10 figures, 7 tables

Journal ref Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pp 2023-2037

SimCSE: Simple Contrastive Learning of Sentence Embeddings

Tianyu Gao, Xingcheng Yao, Danqi Chen

Comments Accepted to EMNLP 2021. The code and pre-trained models are available at https://github.com/princeton-nlp/simcse

Pre-train or Annotate? Domain Adaptation with a Constrained Budget

Fan Bai, Alan Ritter, Wei Xu

Comments Accepted to EMNLP 2021

Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding

Shane Storks, Qiaozi Gao, Yichi Zhang, Joyce Chai

Comments Accepted to Findings of EMNLP 2021

DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling

Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu

Comments EMNLP 2021 Long Paper

Cartography Active Learning

Mike Zhang, Barbara Plank

Comments In Findings EMNLP 2021

FinQA: A Dataset of Numerical Reasoning over Financial Data

Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan Routledge, William Yang Wang

Comments EMNLP 2021

MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents

Song Feng, Siva Sankalp Patel, Hui Wan, Sachindra Joshi

Journal ref Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing