EMNLP

AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages

Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Oreen Yousuf, Salomey Osei, Abigail Oppong, Iyanuoluwa Shode, Oluwabusayo Olufunke Awoyomi, Chris Chinenye Emezue

Comments Third Workshop on Simple and Efficient Natural Language Processing, EMNLP 2022

Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs

Maarten Sap, Ronan LeBras, Daniel Fried, Yejin Choi

Comments Originally published at EMNLP 2022, extended to include ChatGPT and GPT-4 models on March 30th 2023 (extension not peer reviewed)

Improving Passage Retrieval with Zero-Shot Question Generation

Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, Luke Zettlemoyer

Comments EMNLP 2022 camera-ready version. Code is available at: https://github.com/DevSinghSachan/unsupervised-passage-reranking

Towards Countering Essentialism through Social Bias Reasoning

Emily Allaway, Nina Taneja, Sarah-Jane Leslie, Maarten Sap

Comments Workshop on NLP for Positive Impact @ EMNLP 2022

Parameter-Efficient Tuning Makes a Good Classification Head

Zhuoyi Yang, Ming Ding, Yanhui Guo, Qingsong Lv, Jie Tang

Comments Accepted as a long paper to EMNLP 2022 Main Conference

Borrowing Human Senses: Comment-Aware Self-Training for Social Media Multimodal Classification

Chunpu Xu, Jing Li

Comments accepted to EMNLP 2022

Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval

Houxing Ren, Linjun Shou, Ning Wu, Ming Gong, Daxin Jiang

Comments EMNLP 2022 main conference

Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval

Houxing Ren, Linjun Shou, Jian Pei, Ning Wu, Ming Gong, Daxin Jiang

Comments EMNLP 2022 Findings

POTATO: The Portable Text Annotation Tool

Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Jackson Sargent, Apostolos Dedeloudis, David Jurgens

Comments EMNLP 2022 DEMO

Graph-Based Decoding for Task Oriented Semantic Parsing

Jeremy R. Cole, Nanjiang Jiang, Panupong Pasupat, Luheng He, Peter Shaw

Comments To appear in EMNLP 5 pages 4 figures

Mitigating Covertly Unsafe Text within Natural Language Systems

Alex Mei, Anisha Kabir, Sharon Levy, Melanie Subbiah, Emily Allaway, John Judge, Desmond Patton, Bruce Bimber, Kathleen McKeown, William Yang Wang

Comments In Findings of the 2022 Conference on Empirical Methods in Natural Language Processing

GPT-based Open-Ended Knowledge Tracing

Naiming Liu, Zichao Wang, Richard G. Baraniuk, Andrew Lan

Comments This paper is accepted at EMNLP 2022. The code can be found at https://github.com/lucy66666/OKT

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance

Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua

Comments Accepted by EMNLP 2022 (main conference)

Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training

Anthony Meng Huat Tiong, Junnan Li, Boyang Li, Silvio Savarese, Steven C. H. Hoi

Comments EMNLP 2022 (Findings); correct typos in Equation 2 on page 4

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects

Charlotte Caucheteux, Alexandre Gramfort, Jean-Rémi King

Comments Accepted to EMNLP 2021 (Findings)

Journal ref Findings of the Association for Computational Linguistics (EMNLP 2021)

Open World Classification with Adaptive Negative Samples

Ke Bai, Guoyin Wang, Jiwei Li, Sunghyun Park, Sungjin Lee, Puyang Xu, Ricardo Henao, Lawrence Carin

Comments Accepted by EMNLP 2021 (Main Track, Long Paper)

Lila: A Unified Benchmark for Mathematical Reasoning

Swaroop Mishra, Matthew Finlayson, Pan Lu, Leonard Tang, Sean Welleck, Chitta Baral, Tanmay Rajpurohit, Oyvind Tafjord, Ashish Sabharwal, Peter Clark, Ashwin Kalyan

Comments EMNLP 2022

Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent

William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah Smith

Comments Appeared at EMNLP 2021. March 7, 2023: Removed irreproducible numbers reported in a footnote with erratum note

Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation

Chenze Shao, Zhengrui Ma, Yang Feng

Comments Findings of EMNLP 2022

Conditional Poisson Stochastic Beam Search

Clara Meister, Afra Amini, Tim Vieira, Ryan Cotterell

Comments Proceedings of EMNLP 2021

ER-Test: Evaluating Explanation Regularization Methods for Language Models

Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren

Comments Findings of EMNLP 2022

Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media

Youngseo Son, Vasudha Varadarajan, H Andrew Schwartz

Comments Published in EMNLP 2022 UM-IoS

Understanding Social Media Cross-Modality Discourse in Linguistic Space

Chunpu Xu, Hanzhuo Tan, Jing Li, Piji Li

Comments EMNLP 2022 Findings

Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts

Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li

Comments EMNLP 2022 Camera Ready Version

Journal ref https://aclanthology.org/2022.emnlp-main.642/

Handling and Presenting Harmful Text in NLP Research

Hannah Rose Kirk, Abeba Birhane, Bertie Vidgen, Leon Derczynski

Comments in Findings of EMNLP 2022

MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation

Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard Dobson

Journal ref EMNLP/IJCNLP 2019

SentBS: Sentence-level Beam Search for Controllable Summarization

Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si

Comments 10 pages, 1 figure, accepted by EMNLP 2022

Weakly-Supervised Temporal Article Grounding

Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad Ayyubi, Heng Ji, Shih-Fu Chang

Comments EMNLP 2022, https://github.com/zjuchenlong/WSAG

That's the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data

Denis Jered McInerney, Geoffrey Young, Jan-Willem van de Meent, Byron C. Wallace

Journal ref Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

An Empirical Study on the Transferability of Transformer Modules in Parameter-Efficient Fine-Tuning

Mohammad Akbar-Tajari, Sara Rajaee, Mohammad Taher Pilehvar

Comments Accepted at EMNLP 2022 (main conference), https://aclanthology.org/2022.emnlp-main.726