EMNLP 2022

2,056 papers

Structure-Unified M-Tree Coding Solver for Math Word Problem

Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang

TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base

Yiheng Shu, Zhiwei Yu, Yuhan Li, Börje F. Karlsson, Tingting Ma

Long Text Generation with Topic-aware Discrete Latent Variable Model

Erguang Yang, Mingtong Liu, Deyi Xiong, Yujie Zhang, Yufeng Chen

“It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online

Federico Bianchi, Stefanie HIlls, Patricia Rossini, Dirk Hovy, Rebekah Tromble

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?

Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye

Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering

Jialin Wu, Raymond Mooney

JANUS: Joint Autoregressive and Non-autoregressive Training with Auxiliary Loss for Sequence Generation

xiaobo liang, Lijun Wu, Juntao Li, Min Zhang

Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering

Helena Bonaldi, Sara Dellantonio, Serra Sinem Tekiroglu, Marco Guerini

Bilingual Synchronization: Restoring Translational Relationships with Editing Operations

Jitao Xu, Josep Crego, François Yvon

Normalizing Mutual Information for Robust Adaptive Training for Translation

Youngwon Lee, Changmin Lee, Hojin Lee, Seung-won Hwang

Communication breakdown: On the low mutual intelligibility between human and neural captioning

Roberto Dessi, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni

LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling

Dongsheng Chen, Chaofan Tao, Lu Hou, Lifeng Shang, Xin Jiang

Towards Pragmatic Production Strategies for Natural Language Generation Tasks

Mario Giulianelli

Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence

Mengxiao Song, Bowen Yu, Li Quangang, Wang Yubin, Tingwen Liu

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems

Jialiang Xu, Mengyu Zhou, Xinyi He, Shi Han, Dongmei Zhang

Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer

Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder

When does Parameter-Efficient Transfer Learning Work for Machine Translation?

Ahmet Üstün, Asa Cooper Stickland

SocioProbe: What, When, and Where Language Models Learn about Sociodemographics

Anne Lauscher, Federico Bianchi, Samuel R. Bowman, Dirk Hovy

Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation

Mengting Hu, Yike Wu, Hang Gao, Yinhao Bai, Shiwan Zhao

MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering

Jiaxin Wang, Lingling Zhang, Jun Liu, Xi Liang, Yujie Zhong

HashFormers: Towards Vocabulary-independent Pre-trained Transformers

Huiyin Xue, Nikolaos Aletras

Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English

Xiaohan Zhang, Shaonan Wang, Nan Lin, Chengqing Zong

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu

Bridging Fairness and Environmental Sustainability in Natural Language Processing

Marius Hessenthaler, Emma Strubell, Dirk Hovy, Anne Lauscher

DivEMT: Neural Machine Translation Post-Editing Effort Across Typologically Diverse Languages

Gabriele Sarti, Arianna Bisazza, Ana Guerberof-Arenas, Antonio Toral

DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models

Hongyu Zhu, Yan Chen, Jing Yan, Jing Liu, Yu Hong

Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval

Minjoon Jung, Seongho Choi, JooChan Kim, Jin-Hwa Kim, Byoung-tak Zhang

Keyphrase Generation via Soft and Hard Semantic Corrections

Guangzhen Zhao, Guoshun Yin, Peng Yang, Yu Yao

QASem Parsing: Text-to-text Modeling of QA-based Semantics

Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu

Spectral Probing

Max Müller-Eberstein, Rob van der Goot, Barbara Plank

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization

Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li

Empowering the Fact-checkers! Automatic Identification of Claim Spans on Twitter

Megha Sundriyal, Atharva Kulkarni, Vaibhav Pulastya, Md. Shad Akhtar, Tanmoy Chakraborty

Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion

Yuling Li, Kui Yu, Xiaoling Huang, Yuhong Zhang

Query-based Instance Discrimination Network for Relational Triple Extraction

Zeqi Tan, Yongliang Shen, Xuming Hu, Wenqi Zhang, Xiaoxia Cheng

Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution

Aiwei Liu, Honghai Yu, Xuming Hu, Shu’ang Li, Li Lin

Text Style Transferring via Adversarial Masking and Styled Filling

Jiarui Wang, Richong Zhang, Junfan Chen, Jaein Kim, Yongyi Mao

Differentiable Data Augmentation for Contrastive Sentence Representation Learning

Tianduo Wang, Wei Lu

EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain

Dennis Aumiller, Ashish Chouhan, Michael Gertz

Extending Phrase Grounding with Pronouns in Visual Dialogues

Panzhong Lu, Xin Zhang, Meishan Zhang, Min Zhang

Debiasing Masks: A New Framework for Shortcut Mitigation in NLU

Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa

Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano

STGN: an Implicit Regularization Method for Learning with Noisy Labels in Natural Language Processing

Tingting Wu, Xiao Ding, Minji Tang, Hao Zhang, Bing Qin

Parameter-Efficient Tuning Makes a Good Classification Head

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

Discovering Language-neutral Sub-networks in Multilingual Language Models

Negar Foroutan, Mohammadreza Banaei, Rémi Lebret, Antoine Bosselut, Karl Aberer

Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders

Ivan Vulić, Iñigo Casanueva, Georgios Spithourakis, Avishek Mondal, Tsung-Hsien Wen

Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation

Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez

SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis

Bingbing Wang, Bin Liang, Jiachen Du, Min Yang, Ruifeng Xu

Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models

Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe

UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation

Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He

Graph Hawkes Transformer for Extrapolated Reasoning on Temporal Knowledge Graphs

Haohai Sun, Shangyi Geng, Jialun Zhong, Han Hu, Kun He

GREENER: Graph Neural Networks for News Media Profiling

Panayot Panayotov, Utsav Shukla, Husrev Taha Sencar, Mohamed Nabeel, Preslav Nakov

Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis

Zhihao Du, Shiliang Zhang, Siqi Zheng, Zhi-Jie Yan

A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss

Wenbiao Li, Wang Ziyang, Yunfang Wu

Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages

Olga Pelloni, Anastassia Shaitarova, Tanja Samardžić

Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking

Mingyu Lee, Jun-Hyung Park, Junho Kim, Kang-Min Kim, SangKeun Lee

Does Self-Rationalization Improve Robustness to Spurious Correlations?

Alexis Ross, Matthew Peters, Ana Marasović

Unifying Data Perspectivism and Personalization: An Application to Social Norms

Joan Plepi, Béla Neuendorf, Lucie Flek, Charles Welch

Does Corpus Quality Really Matter for Low-Resource Languages?

Mikel Artetxe, Itziar Aldabe, Rodrigo Agerri, Olatz Perez-de-Vinaspre, Aitor Soroa

Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network

Junho Kim, Jun-Hyung Park, Mingyu Lee, Wing-Lam Mok, Joon-Young Choi

Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario

Xiao Liu, Yansong Feng, Jizhi Tang, Chengang Hu, Dongyan Zhao

One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks

Manuel Senge, Timour Igamberdiev, Ivan Habernal

Open-domain Video Commentary Generation

Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topić, Yusuke Miyao

UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning

Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang

An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs

Xin Mei, Libin Yang, Xiaoyan Cai, Zuowei Jiang

Eeny, meeny, miny, moe. How to choose data for morphological inflection.

Saliha Muradoglu, Mans Hulden

WR-One2Set: Towards Well-Calibrated Keyphrase Generation

Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, jun xie

Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings

Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang

Q-TOD: A Query-driven Task-oriented Dialogue System

Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan

MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning

Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiao-Yu Zhang

Composing Ci with Reinforced Non-autoregressive Text Generation

Yan Song

monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering

Sarawoot Kongyoung, Craig Macdonald, Iadh Ounis

Let the CAT out of the bag: Contrastive Attributed explanations for Text

Saneem Chemmengath, Amar Prakash Azad, Ronny Luss, Amit Dhurandhar

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees

Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu

Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation

Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Sujian Li

FLUTE: Figurative Language Understanding through Textual Explanations

Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh, Smaranda Muresan

Factual Accuracy is not Enough: Planning Consistent Description Order for Radiology Report Generation

Toru Nishino, Yasuhide Miura, Tomoki Taniguchi, Tomoko Ohkuma, Yuki Suzuki

ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation

Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng

X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization

Subhajit Chaudhury, Sarathkrishna Swaminathan, Chulaka Gunasekara, Maxwell Crouse, Srinivas Ravishankar

UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction

Wei Tang, Benfeng Xu, Yuyue Zhao, Zhendong Mao, Yifeng Liu

FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes

Chen Liu, Gregor Geigle, Robin Krebs, Iryna Gurevych

Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation

Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang

Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective

Ping Yang, Junjie Wang, Ruyi Gan, Xinyu Zhu, Lin Zhang

The Devil in Linear Transformer

Zhen Qin, Xiaodong Han, Weixuan Sun, DONGXU LI, Lingpeng Kong

Break it Down into BTS: Basic, Tiniest Subword Units for Korean

Nayeon Kim, Jun-Hyung Park, Joon-Young Choi, Eojin Jeon, Youjin Kang

Better Few-Shot Relation Extraction with Label Prompt Dropout

Peiyuan Zhang, Wei Lu

Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection

Yang Li, Jiawei Yuan

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

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

Assist Non-native Viewers: Multimodal Cross-Lingual Summarization for How2 Videos

Nayu Liu, Kaiwen Wei, Xian Sun, Hongfeng Yu, Fanglong Yao

Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction

Qin Dai, Benjamin Heinzerling, Kentaro Inui

XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation

Yong Wang, Shilin He, Guanhua Chen, Yun Chen, Daxin Jiang

IDK-MRC: Unanswerable Questions for Indonesian Machine Reading Comprehension

Rifki Afina Putri, Alice Oh

R2D2: Robust Data-to-Text with Replacement Detection

Linyong Nan, Lorenzo Jaime Flores, Yilun Zhao, Yixin Liu, Luke Benson

Revisiting Grammatical Error Correction Evaluation and Beyond

Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples

Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq Joty

Open Relation and Event Type Discovery with Type Abstraction

Sha Li, Heng Ji, Jiawei Han

Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing

Tuhin Chakrabarty, Vishakh Padmakumar, He He

Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field

Chengyue Jiang, Yong Jiang, Weiqi Wu, Pengjun Xie, Kewei Tu

Unifying the Convergences in Multilingual Neural Machine Translation

Yichong Huang, Xiaocheng Feng, Xinwei Geng, Bing Qin

Topical Segmentation of Spoken Narratives: A Test Case on Holocaust Survivor Testimonies

Eitan Wagner, Renana Keydar, Amit Pinchevski, Omri Abend