NAACL 2022

1,057 papers

Mitigating Learnerese Effects for CEFR Classification

Rricha Jalota, Peter Bourgonje, Jan Van Sas, Huiyan Huang

Automatic scoring of short answers using justification cues estimated by BERT

Shunya Takano, Osamu Ichikawa

Using Item Response Theory to Measure Gender and Racial Bias of a BERT-based Automated English Speech Assessment System

Alexander Kwako, Yixin Wan, Jieyu Zhao, Kai-Wei Chang, Li Cai

USST’s System for AutoSimTrans 2022

Zhu Hui, Yu Jun

BIT-Xiaomi’s System for AutoSimTrans 2022

Mengge Liu, Xiang Li, Bao Chen, Yanzhi Tian, Tianwei Lan

End-to-End Simultaneous Speech Translation with Pretraining and Distillation: Huawei Noah’s System for AutoSimTranS 2022

Xingshan Zeng, Pengfei Li, Liangyou Li, Qun Liu

System Description on Third Automatic Simultaneous Translation Workshop

Zhang Yiqiao

System Description on Automatic Simultaneous Translation Workshop

Zecheng Li, Yue Sun, Haoze Li

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation

Sara Papi, Marco Gaido, Matteo Negri, Marco Turchi

Findings of the Third Workshop on Automatic Simultaneous Translation

Ruiqing Zhang, Chuanqiang Zhang, Zhongjun He, Hua Wu, Haifeng Wang

Cross-Domain Classification of Moral Values

Enrico Liscio, Alin E. Dondera, Andrei Geadău, Catholijn M. Jonker, Pradeep K. Murukannaiah

ID10M: Idiom Identification in 10 Languages

Simone Tedeschi, Federico Martelli, Roberto Navigli

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings

Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song

RoViST: Learning Robust Metrics for Visual Storytelling

Eileen Wang, Caren Han, Josiah Poon

Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation

Yong Cao, Wei Li, Xianzhi Li, Min Chen, Guangyong Chen

Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval

Zhihao Fan, zhongyu wei, Zejun Li, Siyuan Wang, Xuanjing Huang

Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition

Huaiyuan Ying, Shengxuan Luo, Tiantian Dang, Sheng Yu

EA2E: Improving Consistency with Event Awareness for Document-Level Argument Extraction

Qi Zeng, Qiusi Zhan, Heng Ji

Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer

Zhengyuan Liu, Nancy Chen

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation

Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang

AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks

Chin-Lun Fu, Zih-Ching Chen, Yun-Ru Lee, Hung-yi Lee

TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization

Ze Yang, Christian Wang, Zhoujin Tian, Wei Wu, Zhoujun Li

KETOD: Knowledge-Enriched Task-Oriented Dialogue

Zhiyu Chen, Bing Liu, Seungwhan Moon, Chinnadhurai Sankar, Paul Crook

Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction

Senhui Zhang, Tao Ji, Wendi Ji, Xiaoling Wang

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann

Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning

Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng

Weakly Supervised Text-to-SQL Parsing through Question Decomposition

Tomer Wolfson, Daniel Deutch, Jonathan Berant

MTG: A Benchmark Suite for Multilingual Text Generation

Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning

Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu

ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs

Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui

Latent Group Dropout for Multilingual and Multidomain Machine Translation

Minh-Quang Pham, François Yvon, Josep Crego

RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction

Shusen Wang, Bosen Zhang, Yajing Xu, Yanan Wu, Bo Xiao

Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning

Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre

Learning Discriminative Representations for Open Relation Extraction with Instance Ranking and Label Calibration

Shusen Wang, Bin Duan, Yanan Wu, Yajing Xu

The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank

Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen

CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training

Patrick Huber, Armen Aghajanyan, Barlas Oguz, Dmytro Okhonko, Scott Yih

Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training

Peide Zhu, Claudia Hauff

Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity

Kurt Shuster, Jack Urbanek, arthur szlam, Jason Weston

Context-Aware Language Modeling for Goal-Oriented Dialogue Systems

Charlie Snell, Sherry Yang, Justin Fu, Yi Su, Sergey Levine

Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders

Wang Xu, Tiejun Zhao

Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation

Zhijing Wu, Hua Xu, Jingliang Fang, Kai Gao

Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback

Yunfan Hu, Zhaopeng Qiu, Xian Wu

Analytical Reasoning of Text

Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo

Weakly Supervised Text Classification using Supervision Signals from a Language Model

Ziqian Zeng, Weimin Ni, Tianqing Fang, Xiang Li, Xinran Zhao

CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection

Zhen Li, Bing Xu, Conghui Zhu, Tiejun Zhao

LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners

Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah

Improve Discourse Dependency Parsing with Contextualized Representations

Yifei Zhou, Yansong Feng

A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation

Jaehyung Seo, Seounghoon Lee, Chanjun Park, Yoonna Jang, Hyeonseok Moon

A Label-Aware Autoregressive Framework for Cross-Domain NER

Jinpeng Hu, He Zhao, Dan Guo, Xiang Wan, Tsung-Hui Chang

D2GCLF: Document-to-Graph Classifier for Legal Document Classification

Qiqi Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Ruofan Wang

Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning

Siyu Ren, Kenny Zhu

On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations

Roy Schwartz, Gabriel Stanovsky

Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching

Kunbo Ding, Weijie Liu, Yuejian Fang, Zhe Zhao, Qi Ju

BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog

Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering

Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong

Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning

Jun Zhu, Celine Hudelot

Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net

Xin Sheng, Linli Xu, Yinlong Xu, Deqiang Jiang, Bo Ren

Balancing Multi-Domain Corpora Learning for Open-Domain Response Generation

Yujie Xing, Jinglun Cai, Nils Barlaug, Peng Liu, Jon Atle Gulla

Controllable Sentence Simplification via Operation Classification

Liam Cripwell, Joël Legrand, Claire Gardent

Learning Structural Information for Syntax-Controlled Paraphrase Generation

Erguang Yang, Chenglin Bai, Deyi Xiong, Yujie Zhang, Yao Meng

Capturing Conversational Interaction for Question Answering via Global History Reasoning

Jin Qian, Bowei Zou, Mengxing Dong, Xiao Li, AiTi Aw

Learning to Execute Actions or Ask Clarification Questions

Zhengxiang Shi, Yue Feng, Aldo Lipani

Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer

Haoran Xu, Kenton Murray

Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence

Myeongjun Jang, Frank Mtumbuka, Thomas Lukasiewicz

Challenges in Generalization in Open Domain Question Answering

Linqing Liu, Patrick Lewis, Sebastian Riedel, Pontus Stenetorp

NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue

Iñigo Casanueva, Ivan Vulić, Georgios Spithourakis, Paweł Budzianowski

Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu

What kinds of errors do reference resolution models make and what can we learn from them?

Jorge Sánchez, Mauricio Mazuecos, Hernán Maina, Luciana Benotti

Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models

Joseph McDonald, Baolin Li, Nathan Frey, Devesh Tiwari, Vijay Gadepally

Event Detection for Suicide Understanding

Luis Guzman-Nateras, Viet Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Nguyen

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript

Viet Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Nguyen

XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction

Yuwei Cao, William Groves, Tanay Kumar Saha, Joel Tetreault, Alejandro Jaimes

Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback

Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Tien Le, Shahab Sabahi

A Timestep aware Sentence Embedding and Acme Coverage for Brief but Informative Title Generation

Quanbin Wang, Xiexiong Lin, Feng Wang

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation

Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection

Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury, Animesh Mukherjee

Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition

Yingjie Gu, Xiaoye Qu, Zhefeng Wang, Yi Zheng, Baoxing Huai

Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval

Jiaheng Liu, Tan Yu, Hanyu Peng, Mingming Sun, Ping Li

SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising

Kuan Xu, Yongbo Wang, Yongliang Wang, Zihao Wang, Zujie Wen

HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea

Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho

Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction

Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang

Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering

Jeonghwan Kim, Junmo Kang, Kyung-Min Kim, Giwon Hong, Sung-Hyon Myaeng

Exploring the Universal Vulnerability of Prompt-based Learning Paradigm

Lei Xu, Yangyi Chen, Ganqu Cui, Hongcheng Gao, Zhiyuan Liu

Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base

Minhao Zhang, Ruoyu Zhang, Yanzeng Li, Lei Zou

Minimally-Supervised Relation Induction from Pre-trained Language Model

Lu Sun, Yongliang Shen, Weiming Lu

When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation?

Zhuoyuan Mao, Chenhui Chu, Raj Dabre, Haiyue Song, Zhen Wan

Detecting Narrative Elements in Informational Text

Effi Levi, Guy Mor, Tamir Sheafer, Shaul R. Shenhav

Analyzing the Intensity of Complaints on Social Media

Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang

Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models

Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Xin Zhao

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Tianlu Wang, Rohit Sridhar, Diyi Yang, Xuezhi Wang

Revisiting Generative Commonsense Reasoning: A Pre-Ordering Approach

Chao Zhao, Faeze Brahman, Tenghao Huang, Snigdha Chaturvedi

GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction

Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang

Zero-shot Entity Linking with Less Data

G P Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict

Yiyi Liu, Yequan Wang, Aixin Sun, Xuying Meng, Jing Li

Post-Training Dialogue Summarization using Pseudo-Paraphrasing

Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Zhu

EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identification

Georgios Spithourakis, Ivan Vulić, Michał Lis, Iñigo Casanueva, Paweł Budzianowski

Pruning Adatperfusion with Lottery Ticket Hypothesis

Jiarun Wu, Qingliang Chen, Zeguan Xiao, Yuliang Gu, Mengsi Sun

The Role of Context in Detecting Previously Fact-Checked Claims

Shaden Shaar, Firoj Alam, Giovanni Da San Martino, Preslav Nakov

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng

Dependency Position Encoding for Relation Extraction

Qiushi Guo, Xin Wang, Dehong Gao