ACL 2022

1,617 papers

Towards Detecting Political Bias in Hindi News Articles

Samyak Agrawal, Kshitij Gupta, Devansh Gautam, Radhika Mamidi

English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation

Ying Hao Lim, Jasy Suet Yan Liew

Scoping natural language processing in Indonesian and Malay for education applications

Zara Maxwell-Smith, Michelle Kohler, Hanna Suominen

Sketching a Linguistically-Driven Reasoning Dialog Model for Social Talk

Alex Luu

AMR Alignment for Morphologically-rich and Pro-drop Languages

K. Elif Oral, Gülşen Eryiǧit

Towards Unification of Discourse Annotation Frameworks

Yingxue Fu

Combine to Describe: Evaluating Compositional Generalization in Image Captioning

Georgios Pantazopoulos, Alessandro Suglia, Arash Eshghi

Compositional Semantics and Inference System for Temporal Order based on Japanese CCG

Tomoki Sugimoto, Hitomi Yanaka

GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks

Urchade Zaratiana, Nadi Tomeh, Pierre Holat, Thierry Charnois

Logical Inference for Counting on Semi-structured Tables

Tomoya Kurosawa, Hitomi Yanaka

What Do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification

Elisa Bassignana, Barbara Plank

Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach

Etsuko Ishii, Bryan Wilie, Yan Xu, Samuel Cahyawijaya, Pascale Fung

Ethical Considerations for Low-resourced Machine Translation

Levon Haroutunian

Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models

Fatma Elsafoury

Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions

Tatsuya Ide, Daisuke Kawahara

RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction

Zhe Li, Luoyi Fu, Xinbing Wang, Haisong Zhang, Chenghu Zhou

Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían

Frederic Blum

Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks

Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Songlin Hu

(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models’ Performance

Omer Goldman, David Guriel, Reut Tsarfaty

DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction

Abhyuday Bhartiya, Kartikeya Badola, Mausam

A Recipe for Arbitrary Text Style Transfer with Large Language Models

Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch

On the Importance of Effectively Adapting Pretrained Language Models for Active Learning

Katerina Margatina, Loic Barrault, Nikolaos Aletras

CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment

Lütfi Kerem Senel, Timo Schick, Hinrich Schuetze

Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding

Zheng Yuan, Chuanqi Tan, Songfang Huang

Understanding Game-Playing Agents with Natural Language Annotations

Nicholas Tomlin, Andre He, Dan Klein

A Flexible Multi-Task Model for BERT Serving

Tianwen Wei, Jianwei Qi, Shenghuan He

Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution

Klim Zaporojets, Johannes Deleu, Yiwei Jiang, Thomas Demeester, Chris Develder

How reparametrization trick broke differentially-private text representation learning

Ivan Habernal

Rethinking and Refining the Distinct Metric

Siyang Liu, Sahand Sabour, Yinhe Zheng, Pei Ke, Xiaoyan Zhu

Probing the Robustness of Trained Metrics for Conversational Dialogue Systems

Jan Deriu, Don Tuggener, Pius Von Däniken, Mark Cieliebak

Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models

Ling Liu, Mans Hulden

Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning

Guillaume Le Berre, Christophe Cerisara, Philippe Langlais, Guy Lapalme

Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism

Lane Schwartz

An Analysis of Negation in Natural Language Understanding Corpora

Md Mosharaf Hossain, Dhivya Chinnappa, Eduardo Blanco

Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation

Lisa Jin, Daniel Gildea

Efficient Classification of Long Documents Using Transformers

Hyunji Park, Yogarshi Vyas, Kashif Shah

On the Effect of Isotropy on VAE Representations of Text

Lan Zhang, Wray Buntine, Ehsan Shareghi

Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction

Xin Sun, Houfeng Wang

NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better

Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification

Xi’ao Su, Ran Wang, Xinyu Dai

Focus on the Target’s Vocabulary: Masked Label Smoothing for Machine Translation

Liang Chen, Runxin Xu, Baobao Chang

Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge

Brielen Madureira, David Schlangen

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation

Meng Zhang, Liangyou Li, Qun Liu

When classifying grammatical role, BERT doesn’t care about word order... except when it matters

Isabel Papadimitriou, Richard Futrell, Kyle Mahowald

A Risk-Averse Mechanism for Suicidality Assessment on Social Media

Ramit Sawhney, Atula Neerkaje, Manas Gaur

HYPHEN: Hyperbolic Hawkes Attention For Text Streams

Shivam Agarwal, Ramit Sawhney, Sanchit Ahuja, Ritesh Soun, Sudheer Chava

Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation

Minhan Xu, Yu Hong

DMix: Adaptive Distance-aware Interpolative Mixup

Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin

UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue

Chang Gao, Wenxuan Zhang, Wai Lam

PriMock57: A Dataset Of Primary Care Mock Consultations

Alex Papadopoulos Korfiatis, Francesco Moramarco, Radmila Sarac, Aleksandar Savkov

Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning

Miryam de Lhoneux, Sheng Zhang, Anders Søgaard

Sequence-to-sequence AMR Parsing with Ancestor Information

Chen Yu, Daniel Gildea

On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar

Canary Extraction in Natural Language Understanding Models

Rahil Parikh, Christophe Dupuy, Rahul Gupta

Developmental Negation Processing in Transformer Language Models

Antonio Laverghetta Jr., John Licato

Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification

Hillary Dawkins, Isar Nejadgholi

S4-Tuning: A Simple Cross-lingual Sub-network Tuning Method

Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang

A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models

Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu

Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games

Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan

Machine Translation for Livonian: Catering to 20 Speakers

Matīss Rikters, Marili Tomingas, Tuuli Tuisk, Valts Ernštreits, Mark Fishel

How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks

Bingzhi Li, Guillaume Wisniewski, Benoit Crabbé

As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning

Jannis Vamvas, Rico Sennrich

XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding

Chan-Jan Hsu, Hung-yi Lee, Yu Tsao

Direct parsing to sentiment graphs

David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid

Investigating person-specific errors in chat-oriented dialogue systems

Koh Mitsuda, Ryuichiro Higashinaka, Tingxuan Li, Sen Yoshida

WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language

Federico Tavella, Viktor Schlegel, Marta Romeo, Aphrodite Galata, Angelo Cangelosi

Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong Park

A Copy-Augmented Generative Model for Open-Domain Question Answering

Shuang Liu, Dong Wang, Xiaoguang Li, Minghui Huang, Meizhen Ding

Revisiting the Compositional Generalization Abilities of Neural Sequence Models

Arkil Patel, Satwik Bhattamishra, Phil Blunsom, Navin Goyal

Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card, Dan Jurafsky

SCD: Self-Contrastive Decorrelation of Sentence Embeddings

Tassilo Klein, Moin Nabi

An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers

Valentin Hofmann, Hinrich Schuetze, Janet Pierrehumbert

k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations

Ka Wong, Praveen Paritosh

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References

Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu

Translate-Train Embracing Translationese Artifacts

Sicheng Yu, Qianru Sun, Hao Zhang, Jing Jiang

To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo

Yiran Luo, Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral

PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction

Vipul Rathore, Kartikeya Badola, Parag Singla, Mausam

Hierarchical Curriculum Learning for AMR Parsing

Peiyi Wang, Liang Chen, Tianyu Liu, Damai Dai, Yunbo Cao

Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task

Mohsen Tabasi, Kiamehr Rezaee, Mohammad Taher Pilehvar

Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances

Suvodip Dey, Ramamohan Kummara, Maunendra Desarkar

LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory

Eunhwan Park, DongHyeon Jeon, Seonhoon Kim, Inho Kang, Seung-Hoon Na

Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking

Takyoung Kim, Hoonsang Yoon, Yukyung Lee, Pilsung Kang, Misuk Kim

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning

Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu

Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing

Runxin Sun, Shizhu He, Chong Zhu, Yaohan He, Jinlong Li

When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning

Orion Weller, Kevin Seppi, Matt Gardner

Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer

Huiyuan Lai, Antonio Toral, Malvina Nissim

Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure

Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang

Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation

Tsz Kin Lam, Shigehiko Schamoni, Stefan Riezler

Event-Event Relation Extraction using Probabilistic Box Embedding

EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang, Dhruvesh Patel, Dongxu Zhang

Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction

Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen

Kronecker Decomposition for GPT Compression

Ali Edalati, Marzieh Tahaei, Ahmad Rashid, Vahid Nia, James Clark

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension

Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu

DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization

Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study

David Guriel, Omer Goldman, Reut Tsarfaty

Estimating the Entropy of Linguistic Distributions

Aryaman Arora, Clara Meister, Ryan Cotterell

Detecting Annotation Errors in Morphological Data with the Transformer

Ling Liu, Mans Hulden

Data Contamination: From Memorization to Exploitation

Inbal Magar, Roy Schwartz

The Power of Prompt Tuning for Low-Resource Semantic Parsing

Nathan Schucher, Siva Reddy, Harm de Vries

How does the pre-training objective affect what large language models learn about linguistic properties?

Ahmed Alajrami, Nikolaos Aletras

Predicting Difficulty and Discrimination of Natural Language Questions

Matthew Byrd, Shashank Srivastava