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ACL 2022

1,617 papers

Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis

Kenan Alkiek, Bohan Zhang, David Jurgens

NEWTS: A Corpus for News Topic-Focused Summarization

Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

Kai Nakamura, Sharon Levy, Yi-Lin Tuan, Wenhu Chen, William Yang Wang

SyMCoM - Syntactic Measure of Code Mixing A Study Of English-Hindi Code-Mixing

Prashant Kodali, Anmol Goel, Monojit Choudhury, Manish Shrivastava, Ponnurangam Kumaraguru

What Works and Doesn’t Work, A Deep Decoder for Neural Machine Translation

Zuchao Li, Yiran Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao

Reinforced Cross-modal Alignment for Radiology Report Generation

Han Qin, Yan Song

Plug-and-Play Adaptation for Continuously-updated QA

Kyungjae Lee, Wookje Han, Seung-won Hwang, Hwaran Lee, Joonsuk Park

Efficient Argument Structure Extraction with Transfer Learning and Active Learning

Xinyu Hua, Lu Wang

Visualizing the Relationship Between Encoded Linguistic Information and Task Performance

Jiannan Xiang, Huayang Li, Defu Lian, Guoping Huang, Taro Watanabe

MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction

Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems

Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone

Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection

Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr

Towards Responsible Natural Language Annotation for the Varieties of Arabic

A. Bergman, Mona Diab

KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding

Sixing Wu, Ying Li, Dawei Zhang, Zhonghai Wu

MINER: Multi-Interest Matching Network for News Recommendation

Jian Li, jieming zhu, Qiwei Bi, Guohao Cai, Lifeng Shang

Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction

Lingbo Mo, Ashley Lewis, Huan Sun, Michael White

A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots

Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li

Open Relation Modeling: Learning to Define Relations between Entities

Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu

MR-P: A Parallel Decoding Algorithm for Iterative Refinement Non-Autoregressive Translation

Hao Cheng, Zhihua Zhang

Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation

Kaushal Maurya, Maunendra Desarkar

Eider: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion

Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han

A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings

Haochen Tan, Wei Shao, Han Wu, Ke Yang, Linqi Song

RuCCoN: Clinical Concept Normalization in Russian

Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov, Vladimir Kokh, Elena Tutubalina

On the Importance of Data Size in Probing Fine-tuned Models

Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar

AbductionRules: Training Transformers to Explain Unexpected Inputs

Nathan Young, Qiming Bao, Joshua Bensemann, Michael Witbrock

Analyzing Dynamic Adversarial Training Data in the Limit

Eric Wallace, Adina Williams, Robin Jia, Douwe Kiela

LEVEN: A Large-Scale Chinese Legal Event Detection Dataset

Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang

Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information

Fanchao Qi, Chuancheng Lv, Zhiyuan Liu, Xiaojun Meng, Maosong Sun

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics

Jiannan Xiang, Huayang Li, Yahui Liu, Lemao Liu, Guoping Huang

Table-based Fact Verification with Self-adaptive Mixture of Experts

Yuxuan Zhou, Xien Liu, Kaiyin Zhou, Ji Wu

Going “Deeper”: Structured Sememe Prediction via Transformer with Tree Attention

Yining Ye, Fanchao Qi, Zhiyuan Liu, Maosong Sun

Challenges to Open-Domain Constituency Parsing

Sen Yang, Leyang Cui, Ruoxi Ning, Di Wu, Yue Zhang

Controlled Text Generation Using Dictionary Prior in Variational Autoencoders

Xianghong Fang, Jian Li, Lifeng Shang, Xin Jiang, Qun Liu

Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training

Peixin Huang, Xiang Zhao, Minghao Hu, Yang Fang, Xinyi Li

Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning

Jie Zhou, Le Tian, Houjin Yu, Zhou Xiao, Hui Su

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation

Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?

En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction

Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si

Input-specific Attention Subnetworks for Adversarial Detection

Emil Biju, Anirudh Sriram, Pratyush Kumar, Mitesh Khapra

Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis

Yiming Zhang, Min Zhang, Sai Wu, Junbo Zhao

Compilable Neural Code Generation with Compiler Feedback

Xin Wang, Yasheng Wang, Yao Wan, Fei Mi, Yitong Li

“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction

Yong Dai, Linyang Li, Cong Zhou, Zhangyin Feng, Enbo Zhao

Natural Language Processing for Multilingual Task-Oriented Dialogue

Evgeniia Razumovskaia, Goran Glavaš, Olga Majewska, Edoardo Ponti, Ivan Vulić

Vision-Language Pretraining: Current Trends and the Future

Aishwarya Agrawal, Damien Teney, Aida Nematzadeh

Zero- and Few-Shot NLP with Pretrained Language Models

Iz Beltagy, Arman Cohan, Robert Logan IV, Sewon Min, Sameer Singh

Learning with Limited Text Data

Diyi Yang, Ankur Parikh, Colin Raffel

Non-Autoregressive Sequence Generation

Jiatao Gu, Xu Tan

Knowledge-Augmented Methods for Natural Language Processing

Chenguang Zhu, Yichong Xu, Xiang Ren, Bill Yuchen Lin, Meng Jiang

ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing

Ana Lucic, Maurits Bleeker, Samarth Bhargav, Jessica Zosa Forde, Koustuv Sinha

A Gentle Introduction to Deep Nets and Opportunities for the Future

Kenneth Church, Valia Kordoni, Gary Marcus, Ernest Davis, Yanjun Ma

QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text

Tyler Bikaun, Michael Stewart, Wei Liu

Adaptor: Objective-Centric Adaptation Framework for Language Models

Michal Štefánik, Vít Novotný, Nikola Groverová, Petr Sojka

TimeLMs: Diachronic Language Models from Twitter

Daniel Loureiro, Francesco Barbieri, Leonardo Neves, Luis Espinosa Anke, Jose Camacho-Collados

SocioFillmore: A Tool for Discovering Perspectives

Gosse Minnema, Sara Gemelli, Chiara Zanchi, Tommaso Caselli, Malvina Nissim

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities

Yubo Ma, Zehao Wang, Mukai Li, Yixin Cao, Meiqi Chen

BMInf: An Efficient Toolkit for Big Model Inference and Tuning

Xu Han, Guoyang Zeng, Weilin Zhao, Zhiyuan Liu, Zhengyan Zhang

HOSMEL: A Hot-Swappable Modularized Entity Linking Toolkit for Chinese

Daniel Zhang-li, Jing Zhang, Jifan Yu, Xiaokang Zhang, Peng Zhang

M-SENA: An Integrated Platform for Multimodal Sentiment Analysis

Huisheng Mao, Ziqi Yuan, Hua Xu, Wenmeng Yu, Yihe Liu

Cue-bot: A Conversational Agent for Assistive Technology

Shachi H Kumar, Hsuan Su, Ramesh Manuvinakurike, Maximilian C. Pinaroc, Sai Prasad

DataLab: A Platform for Data Analysis and Intervention

Yang Xiao, Jinlan Fu, Weizhe Yuan, Vijay Viswanathan, Zhoumianze Liu

Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks

Tristan Thrush, Kushal Tirumala, Anmol Gupta, Max Bartolo, Pedro Rodriguez

CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge

Zhuoran jin, Tianyi Men, Hongbang Yuan, Zhitao He, Dianbo Sui

Language Diversity: Visible to Humans, Exploitable by Machines

Gabor Bella, Erdenebileg Byambadorj, Yamini Chandrashekar, Khuyagbaatar Batsuren, Danish Cheema

TS-ANNO: An Annotation Tool to Build, Annotate and Evaluate Text Simplification Corpora

Regina Stodden, Laura Kallmeyer

COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System

Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Lai

Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa

Tommaso Fornaciari, Alexandra Uma, Massimo Poesio, Dirk Hovy

Guided K-best Selection for Semantic Parsing Annotation

Anton Belyy, Chieh-Yang Huang, Jacob Andreas, Emmanouil Antonios Platanios, Sam Thomson

OpenPrompt: An Open-source Framework for Prompt-learning

Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, Albert Webson, Colin Raffel

Automatic Gloss Dictionary for Sign Language Learners

Chenchen Xu, DONGXU LI, Hongdong Li, Hanna Suominen, Ben Swift

QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input

Le Zhang, Rongsheng Zhang, Xiaoxi Mao, Yongzhu Chang

AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters

Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson

AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark

Niklas Friedrich, Kiril Gashteovski, Mingying Yu, Bhushan Kotnis, Carolin Lawrence

TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models

Ziqing Yang, Yiming Cui, Zhigang Chen

ViLMedic: a framework for research at the intersection of vision and language in medical AI

Jean-Benoit Delbrouck, Khaled Saab, Maya Varma, Sabri Eyuboglu, Jared A. Dunnmon

UKP-SQUARE: An Online Platform for Question Answering Research

Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Gregor Geigle, Max Eichler

DoTAT: A Domain-oriented Text Annotation Tool

Yupian Lin, Tong Ruan, Ming Liang, Tingting Cai, Wen Du

A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts

Mustafa Melih Mutlu, Arzucan Özgür

Using dependency parsing for few-shot learning in distributional semantics

Stefania Preda, Guy Emerson

A Checkpoint on Multilingual Misogyny Identification

Arianna Muti, Alberto Barrón-Cedeño

Deep Neural Representations for Multiword Expressions Detection

Kamil Kanclerz, Maciej Piasecki

Towards Fine-grained Classification of Climate Change related Social Media Text

Roopal Vaid, Kartikey Pant, Manish Shrivastava

Scene-Text Aware Image and Text Retrieval with Dual-Encoder

Shumpei Miyawaki, Taku Hasegawa, Kyosuke Nishida, Takuma Kato, Jun Suzuki

Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs

Vimig Socrates

On the Locality of Attention in Direct Speech Translation

Belen Alastruey, Javier Ferrando, Gerard I. Gállego, Marta R. Costa-jussà

Automatic Generation of Distractors for Fill-in-the-Blank Exercises with Round-Trip Neural Machine Translation

Subhadarshi Panda, Frank Palma Gomez, Michael Flor, Alla Rozovskaya

Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection

Subhadarshi Panda, Sarah Ita Levitan

Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction

Andrea Papaluca, Daniel Krefl, Hanna Suominen, Artem Lenskiy

Discourse on ASR Measurement: Introducing the ARPOCA Assessment Tool

Megan Merz, Olga Scrivner

MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering

Viktoriia Chekalina, Anton Razzhigaev, Albert Sayapin, Evgeny Frolov, Alexander Panchenko

Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models.

Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko

Mining Logical Event Schemas From Pre-Trained Language Models

Lane Lawley, Lenhart Schubert

Explicit Object Relation Alignment for Vision and Language Navigation

Yue Zhang, Parisa Kordjamshidi

A large-scale computational study of content preservation measures for text style transfer and paraphrase generation

Nikolay Babakov, David Dale, Varvara Logacheva, Alexander Panchenko

Flexible Visual Grounding

Yongmin Kim, Chenhui Chu, Sadao Kurohashi

Using Neural Machine Translation Methods for Sign Language Translation

Galina Angelova, Eleftherios Avramidis, Sebastian Möller

TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers

Suma Reddy Duggenpudi, Subba Reddy Oota, Mounika Marreddy, Radhika Mamidi

What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge

Lovisa Hagström, Richard Johansson

Restricted or Not: A General Training Framework for Neural Machine Translation

Zuchao Li, Masao Utiyama, Eiichiro Sumita, Hai Zhao