EMNLP 2022

2,056 papers

MIC: A Multi-task Interactive Curation Tool

Shi Yu, Mingfeng Yang, Jerrod Parker, Stephen Brock

Automatic Comment Generation for Chinese Student Narrative Essays

Zhexin Zhang, Jian Guan, Guowei Xu, Yixiang Tian, Minlie Huang

ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts

Sonia Murthy, Kyle Lo, DANIEL KING, Chandra Bhagavatula, Bailey Kuehl

DeepGen: Diverse Search Ad Generation and Real-Time Customization

Konstantin Golobokov, Junyi Chai, Victor Ye Dong, Mandy Gu, Bingyu Chi

BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems

Guangsen Wang, Samson Tan, Shafiq Joty, Gang Wu, Jimmy Au

AGReE: A system for generating Automated Grammar Reading Exercises

Sophia Chan, Swapna Somasundaran, Debanjan Ghosh, Mengxuan Zhao

Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours

Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs

Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu

KeywordScape: Visual Document Exploration using Contextualized Keyword Embeddings

Henrik Voigt, Monique Meuschke, Sina Zarrieß, Kai Lawonn

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements

Leandro Von Werra, Lewis Tunstall, Abhishek Thakur, Sasha Luccioni, Tristan Thrush

SPEAR : Semi-supervised Data Programming in Python

Guttu Abhishek, Harshad Ingole, Parth Laturia, Vineeth Dorna, Ayush Maheshwari

AnEMIC: A Framework for Benchmarking ICD Coding Models

Juyong Kim, Abheesht Sharma, Suhas Shanbhogue, Jeremy Weiss, Pradeep Ravikumar

DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population

Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye

A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering

Matt Maufe, James Ravenscroft, Rob Procter, Maria Liakata

ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool

Hannah Bast, Matthias Hertel, Natalie Prange

FairLib: A Unified Framework for Assessing and Improving Fairness

Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin

JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT

Mayumi Ohta, Julia Kreutzer, Stefan Riezler

TweetNLP: Cutting-Edge Natural Language Processing for Social Media

Jose Camacho-Collados, Kiamehr Rezaee, Talayeh Riahi, Asahi Ushio, Daniel Loureiro

An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models

Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee

EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing

Chengyu Wang, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li

LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models

Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde

CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding

Zhuoran jin, Tianyi Men, Hongbang Yuan, Yuyang Zhou, Pengfei Cao

Non-Autoregressive Models for Fast Sequence Generation

Yang Feng, Chenze Shao

Modular and Parameter-Efficient Fine-Tuning for NLP Models

Sebastian Ruder, Jonas Pfeiffer, Ivan Vulić

CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing

Zhijing Jin, Amir Feder, Kun Zhang

Emergent Language-Based Coordination In Deep Multi-Agent Systems

Marco Baroni, Roberto Dessi, Angeliki Lazaridou

Arabic Natural Language Processing

Nizar Habash

Meaning Representations for Natural Languages: Design, Models and Applications

Jeffrey Flanigan, Ishan Jindal, Yunyao Li, Tim O’Gorman, Martha Palmer

DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection

Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang

Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space

Jianhao Yan, Chenming Wu, Fandong Meng, Jie Zhou

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings

Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng

JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization

Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He

PAR: Political Actor Representation Learning with Social Context and Expert Knowledge

Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu

SCROLLS: Standardized CompaRison Over Long Language Sequences

Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran

Improving Low-Resource Languages in Pre-Trained Multilingual Language Models

Viktor Hangya, Hossain Shaikh Saadi, Alexander Fraser

TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao

Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems

Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour

A Federated Approach to Predicting Emojis in Hindi Tweets

Deep Gandhi, Jash Mehta, Nirali Parekh, Karan Waghela, Lynette D’Mello

Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates

Suzanna Sia, Kokil Jaidka, Hansin Ahuja, Niyati Chhaya, Kevin Duh

Joint Completion and Alignment of Multilingual Knowledge Graphs

Soumen Chakrabarti, Harkanwar Singh, Shubham Lohiya, Prachi Jain, Mausam -

Improving Faithfulness by Augmenting Negative Summaries from Fake Documents

Tianshu Wang, Faisal Ladhak, Esin Durmus, He He

Model Criticism for Long-Form Text Generation

Yuntian Deng, Volodymyr Kuleshov, Alexander Rush

CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting

Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko

Transforming Sequence Tagging Into A Seq2Seq Task

Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi

A Systematic Investigation of Commonsense Knowledge in Large Language Models

Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d’Autume, Phil Blunsom

OpenCQA: Open-ended Question Answering with Charts

Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Leong, Jia Qing Tan, Enamul Hoque

Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection

Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti

Directions for NLP Practices Applied to Online Hate Speech Detection

Paula Fortuna, Mónica Domínguez, Leo Wanner, Zeerak Talat

Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality

Yichen Jiang, Xiang Zhou, Mohit Bansal

Learning to Generate Overlap Summaries through Noisy Synthetic Data

Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu

Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections

Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett

MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score

Sunjae Kwon, Zonghai Yao, Harmon Jordan, David Levy, Brian Corner

Efficient Large Scale Language Modeling with Mixtures of Experts

Mikel Artetxe, Shruti Bhosale, Naman Goyal, Todor Mihaylov, Myle Ott

SPE: Symmetrical Prompt Enhancement for Fact Probing

Yiyuan Li, Tong Che, Yezhen Wang, Zhengbao Jiang, Caiming Xiong

Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings

Malte Ostendorff, Nils Rethmeier, Isabelle Augenstein, Bela Gipp, Georg Rehm

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng

Pseudo-Relevance for Enhancing Document Representation

Jihyuk Kim, Seung-won Hwang, Seoho Song, Hyeseon Ko, Young-In Song

Interventional Training for Out-Of-Distribution Natural Language Understanding

Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun

WeDef: Weakly Supervised Backdoor Defense for Text Classification

Lesheng Jin, Zihan Wang, Jingbo Shang

Fixing Model Bugs with Natural Language Patches

Shikhar Murty, Christopher Manning, Scott Lundberg, Marco Tulio Ribeiro

COLD: A Benchmark for Chinese Offensive Language Detection

Jiawen Deng, Jingyan Zhou, Hao Sun, Chujie Zheng, Fei Mi

Agent-Specific Deontic Modality Detection in Legal Language

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger

Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers

Abhijeet Awasthi, Ashutosh Sathe, Sunita Sarawagi

Predicting Fine-Tuning Performance with Probing

Zining Zhu, Soroosh Shahtalebi, Frank Rudzicz

Topic Modeling With Topological Data Analysis

Ciarán Byrne, Danijela Horak, Karo Moilanen, Amandla Mabona

Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping

Subhash Pujari, Jannik Strötgen, Mark Giereth, Michael Gertz, Annemarie Friedrich

Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt

Lianzhe Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Houfeng Wang

When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems

Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang

The Architectural Bottleneck Principle

Tiago Pimentel, Josef Valvoda, Niklas Stoehr, Ryan Cotterell

GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation

Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai

Improving Tokenisation by Alternative Treatment of Spaces

Edward Gow-Smith, Harish Tayyar Madabushi, Carolina Scarton, Aline Villavicencio

Improved grammatical error correction by ranking elementary edits

Alexey Sorokin

Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge

Giovanni Gabbolini, Romain Hennequin, Elena Epure

Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals

Maarten De Raedt, Fréderic Godin, Chris Develder, Thomas Demeester

CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation

Deeksha Varshney, Aizan Zafar, Niranshu Behera, Asif Ekbal

Identifying Physical Object Use in Sentences

Tianyu Jiang, Ellen Riloff

Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models

Mengzhou Xia, Mikel Artetxe, Jingfei Du, Danqi Chen, Veselin Stoyanov

Balancing out Bias: Achieving Fairness Through Balanced Training

Xudong Han, Timothy Baldwin, Trevor Cohn

End-to-End Neural Discourse Deixis Resolution in Dialogue

Shengjie Li, Vincent Ng

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference

Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet

Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing

Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-Llerena

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation

Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song

Instance Regularization for Discriminative Language Model Pre-training

Zhuosheng Zhang, Hai Zhao, Ming Zhou

Retrieval Augmented Visual Question Answering with Outside Knowledge

Weizhe Lin, Bill Byrne

Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang

Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks

Yangyi Chen, Fanchao Qi, Hongcheng Gao, Zhiyuan Liu, Maosong Sun

Textless Speech Emotion Conversion using Discrete & Decomposed Representations

Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu Anh Nguyen

Can Transformers Reason in Fragments of Natural Language?

Viktor Schlegel, Kamen Pavlov, Ian Pratt-Hartmann

PreQuEL: Quality Estimation of Machine Translation Outputs in Advance

Shachar Don-Yehiya, Leshem Choshen, Omri Abend

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue

Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun

Finding Skill Neurons in Pre-trained Transformer-based Language Models

Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu

Pre-training Language Models with Deterministic Factual Knowledge

Shaobo Li, Xiaoguang Li, Lifeng Shang, Chengjie Sun, Bingquan Liu

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models

Yuan Yao, Qianyu Chen, Ao Zhang, Wei Ji, Zhiyuan Liu

IM2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation

Zhihua Jiang, Guanghui Ye, Dongning Rao, Di Wang, xin miao

SHARE: a System for Hierarchical Assistive Recipe Editing

Shuyang Li, Yufei Li, Jianmo Ni, Julian McAuley

The Curious Case of Control

Elias Stengel-Eskin, Benjamin Van Durme

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Sewon Min, Xinxi Lyu, Ari Holtzman, Mikel Artetxe, Mike Lewis

XPrompt: Exploring the Extreme of Prompt Tuning

Fang Ma, Chen Zhang, Lei Ren, Jingang Wang, Qifan Wang

Semantic Simplification for Sentiment Classification

Xiaotong Jiang, Zhongqing Wang, Guodong Zhou