NAACL 2022

1,057 papers

Simulating Feature Structures with Simple Types

Valentin D. Richard

MM-GATBT: Enriching Multimodal Representation Using Graph Attention Network

Seung Byum Seo, Hyoungwook Nam, Payam Delgosha

Building a Personalized Dialogue System with Prompt-Tuning

Tomohito Kasahara, Daisuke Kawahara, Nguyen Tung, Shengzhe Li, Kenta Shinzato

Analysing the Correlation between Lexical Ambiguity and Translation Quality in a Multimodal Setting using WordNet

Ali Hatami, Paul Buitelaar, Mihael Arcan

Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT

Eileen Salhofer, Xing Lan Liu, Roman Kern

Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation

Ryoma Sakaeda, Daisuke Kawahara

Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation

Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen

Neural Retriever and Go Beyond: A Thesis Proposal

Man Luo

Retrieval-augmented Generation across Heterogeneous Knowledge

Wenhao Yu

Methods for Estimating and Improving Robustness of Language Models

Michal Štefánik

“Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions

Qi Yu

Regularized Training of Nearest Neighbor Language Models

Jean-Francois Ton, Walter Talbott, Shuangfei Zhai, Joshua M. Susskind

ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization

Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki

Grounding in social media: An approach to building a chit-chat dialogue model

Ritvik Choudhary, Daisuke Kawahara

Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention

Ayush K Chakravarthy, Jacob Labe Russin, Randall O’Reilly

Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics

Daniel Deutsch, Rotem Dror, Dan Roth

Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference

Emīls Kadiķis, Vaibhav Srivastav, Roman Klinger

MOVER: Mask, Over-generate and Rank for Hyperbole Generation

Yunxiang Zhang, Xiaojun Wan

Aligning to Social Norms and Values in Interactive Narratives

Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi

Diagnosing Vision-and-Language Navigation: What Really Matters

Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu

HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction

Shuliang Liu, Xuming Hu, Chenwei Zhang, Shu’ang Li, Lijie Wen

MCSE: Multimodal Contrastive Learning of Sentence Embeddings

Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow

Time Waits for No One! Analysis and Challenges of Temporal Misalignment

Kelvin Luu, Daniel Khashabi, Suchin Gururangan, Karishma Mandyam, Noah A. Smith

DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles

Encarnación Segarra Soriano, Vicent Ahuir, Lluís-F. Hurtado, José González

Hate Speech and Counter Speech Detection: Conversational Context Does Matter

Xinchen Yu, Eduardo Blanco, Lingzi Hong

Non-Autoregressive Chinese ASR Error Correction with Phonological Training

Zheng Fang, Ruiqing Zhang, Zhongjun He, Hua Wu, Yanan Cao

Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection

Maarten Sap, Swabha Swayamdipta, Laura Vianna, Xuhui Zhou, Yejin Choi

Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis

Baber Khalid, Sungjin Lee

You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas

Haoran Li, Yangqiu Song, Lixin Fan

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training

Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao

A Holistic Framework for Analyzing the COVID-19 Vaccine Debate

Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan, Andrey Shor, Ming Yin

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation

Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen

What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured

Alexander Henlein, Alexander Mehler

Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints

Chun Zeng, Jiangjie Chen, Tianyi Zhuang, Rui Xu, Hao Yang

Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

LaMemo: Language Modeling with Look-Ahead Memory

Haozhe Ji, Rongsheng Zhang, Zhenyu Yang, ZHIPENG HU, Minlie Huang

Few-Shot Document-Level Relation Extraction

Nicholas Popovic, Michael Färber

Template-free Prompt Tuning for Few-shot NER

Ruotian Ma, Xin Zhou, Tao Gui, Yiding Tan, Linyang Li

Hyperbolic Relevance Matching for Neural Keyphrase Extraction

Mingyang Song, Yi Feng, Liping Jing

DialSummEval: Revisiting Summarization Evaluation for Dialogues

Mingqi Gao, Xiaojun Wan

Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries

Xiangru Tang, Alexander Fabbri, Haoran Li, Ziming Mao, Griffin Adams

CoMPM: Context Modeling with Speaker’s Pre-trained Memory Tracking for Emotion Recognition in Conversation

Joosung Lee, Wooin Lee

CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning

Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai

Consistency Training with Virtual Adversarial Discrete Perturbation

Jungsoo Park, Gyuwan Kim, Jaewoo Kang

Conceptualizing Treatment Leakage in Text-based Causal Inference

Adel Daoud, Connor Jerzak, Richard Johansson

Shedding New Light on the Language of the Dark Web

Youngjin Jin, Eugene Jang, Yongjae Lee, Seungwon Shin, Jin-Woo Chung

Label Definitions Improve Semantic Role Labeling

Li Zhang, Ishan Jindal, Yunyao Li

Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed Approach

Michael Wiegand, Elisabeth Eder, Josef Ruppenhofer

Cross-Lingual Event Detection via Optimized Adversarial Training

Luis Guzman-Nateras, Minh Van Nguyen, Thien Nguyen

Contrastive Learning for Prompt-based Few-shot Language Learners

Yiren Jian, Chongyang Gao, Soroush Vosoughi

DEMix Layers: Disentangling Domains for Modular Language Modeling

Suchin Gururangan, Mike Lewis, Ari Holtzman, Noah A. Smith, Luke Zettlemoyer

Nearest Neighbor Knowledge Distillation for Neural Machine Translation

Zhixian Yang, Renliang Sun, Xiaojun Wan

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models

Ramit Sawhney, Shivam Agarwal, Vivek Mittal, Paolo Rosso, Vikram Nanda

Embedding Hallucination for Few-shot Language Fine-tuning

Yiren Jian, Chongyang Gao, Soroush Vosoughi

IDPG: An Instance-Dependent Prompt Generation Method

Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong

Few-shot Subgoal Planning with Language Models

Lajanugen Logeswaran, Yao Fu, Moontae Lee, Honglak Lee

Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification

Han Wang, Canwen Xu, Julian McAuley

ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence

Yibo Hu, MohammadSaleh Hosseini, Erick Skorupa Parolin, Javier Osorio, Latifur Khan

Extreme Zero-Shot Learning for Extreme Text Classification

Yuanhao Xiong, Wei-Cheng Chang, Cho-jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon

Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation

Dingcheng Li, Zheng Chen, Eunah Cho, Jie Hao, Xiaohu Liu

CORWA: A Citation-Oriented Related Work Annotation Dataset

Xiangci Li, Biswadip Mandal, Jessica Ouyang

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Benjamin Van Durme

Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction

Liyan Xu, Jinho Choi

When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes

Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah

Maximum Bayes Smatch Ensemble Distillation for AMR Parsing

Young-Suk Lee, Ramón Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

QuALITY: Question Answering with Long Input Texts, Yes!

Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang

Visual Commonsense in Pretrained Unimodal and Multimodal Models

Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin

Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance

Jingwei Ni, Zhijing Jin, Markus Freitag, Mrinmaya Sachan, Bernhard Schölkopf

Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases

Qing Lyu, Zheng Hua, Daoxin Li, Li Zhang, Marianna Apidianaki

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?

Nouha Dziri, Sivan Milton, Mo Yu, Osmar Zaïane, Siva Reddy

Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity

John Harvill, Roxana Girju, Mark Hasegawa-Johnson

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding

Le Zhang, Zichao Yang, Diyi Yang

Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables

Nan Hu, Zirui Wu, Yuxuan Lai, Xiao Liu, Yansong Feng

Semantically Informed Slang Interpretation

Zhewei Sun, Richard Zemel, Yang Xu

Partner Personas Generation for Dialogue Response Generation

Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng

Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences

Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji

On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model

Seongjin Shin, Sang-Woo Lee, Hwijeen Ahn, Sungdong Kim, Hyoungseok Kim

KALA: Knowledge-Augmented Language Model Adaptation

Minki Kang, Jinheon Baek, Sung Ju Hwang

DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents

Himanshu Maheshwari, Nethraa Sivakumar, Shelly Jain, Tanvi Karandikar, Vinay Aggarwal

Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances

Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim

Cross-modal Contrastive Learning for Speech Translation

Rong Ye, Mingxuan Wang, Lei Li

Modeling Multi-Granularity Hierarchical Features for Relation Extraction

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

A Corpus for Understanding and Generating Moral Stories

Jian Guan, Ziqi Liu, Minlie Huang

Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens

Itay Itzhak, Omer Levy

JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering

Yueqing Sun, Qi SHI, Le Qi, Yu Zhang

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning

Fei Wang, Zhewei Xu, Pedro Szekely, Muhao Chen

A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction

Runxin Xu, Peiyi Wang, Tianyu Liu, Shuang Zeng, Baobao Chang

An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling

Peiyi Wang, Runxin Xu, Tianyu Liu, Qingyu Zhou, Yunbo Cao

A Double-Graph Based Framework for Frame Semantic Parsing

Ce Zheng, Xudong Chen, Runxin Xu, Baobao Chang

RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction

Yuan Liang, Zhuoxuan Jiang, Di Yin, Bo Ren

SkillSpan: Hard and Soft Skill Extraction from English Job Postings

Mike Zhang, Kristian Jensen, Sif Sonniks, Barbara Plank

Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES

Felix Stahlberg, Shankar Kumar

DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks

Lin Tian, Xiuzhen Zhang, Jey Han Lau

Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy

Allison Lahnala, Charles Welch, Béla Neuendorf, Lucie Flek

SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis

Zheng Zhang, Zili Zhou, Yanna Wang

A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank

Dan Malkin, Tomasz Limisiewicz, Gabriel Stanovsky

Exact Paired-Permutation Testing for Structured Test Statistics

Ran Zmigrod, Tim Vieira, Ryan Cotterell

Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks

Ruixiang Cui, Daniel Hershcovich, Anders Søgaard

Interactive Symbol Grounding with Complex Referential Expressions

Rimvydas Rubavicius, Alex Lascarides