AACL 2022

285 papers

A Majority Voting Strategy of a SciBERT-based Ensemble Models for Detecting Entities in the Astrophysics Literature (Shared Task)

Atilla Kaan Alkan, Cyril Grouin, Fabian Schussler, Pierre Zweigenbaum

Reproducibility Signals in Science: A preliminary analysis

Akhil Pandey Akella, Hamed Alhoori, David Koop

TDAC, The First Corpus in Time-Domain Astrophysics: Analysis and First Experiments on Named Entity Recognition

Atilla Kaan Alkan, Cyril Grouin, Fabian Schussler, Pierre Zweigenbaum

Parsing Electronic Theses and Dissertations Using Object Detection

Aman Ahuja, Alan Devera, Edward Alan Fox

NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains

Anna Martin, Ted Pedersen, Jennifer D’Souza

Astro-mT5: Entity Extraction from Astrophysics Literature using mT5 Language Model

Madhusudan Ghosh, Payel Santra, Sk Asif Iqbal, Partha Basuchowdhuri

Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents

Domenic Rosati

Domain Specific Augmentations as Low Cost Teachers for Large Students

Po-Wei Huang

Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods

Xiang Dai, Sarvnaz Karimi

On the portability of extractive Question-Answering systems on scientific papers to real-life application scenarios

Chyrine Tahri, Xavier Tannier, Patrick Haouat

Full-Text Argumentation Mining on Scientific Publications

Arne Binder, Leonhard Hennig, Bhuvanesh Verma

Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation

Jason Hoelscher-Obermaier, Edward Stevinson, Valentin Stauber, Ivaylo Zhelev, Viktor Botev

Linking a Hypothesis Network From the Domain of Invasion Biology to a Corpus of Scientific Abstracts: The INAS Dataset

Marc Brinner, Tina Heger, Sina Zarriess

PICO Corpus: A Publicly Available Corpus to Support Automatic Data Extraction from Biomedical Literature

Faith Mutinda, Kongmeng Liew, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

TELIN: Table Entity LINker for Extracting Leaderboards from Machine Learning Publications

Sean Yang, Chris Tensmeyer, Curtis Wigington

Classification of URL Citations in Scholarly Papers for Promoting Utilization of Research Artifacts

Masaya Tsunokake, Shigeki Matsubara

Overview of the First Shared Task on Detecting Entities in the Astrophysics Literature (DEAL)

Felix Grezes, Sergi Blanco-Cuaresma, Thomas Allen, Tirthankar Ghosal

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages

Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, Ayu Purwarianti

NTREX-128 – News Test References for MT Evaluation of 128 Languages

Christian Federmann, Tom Kocmi, Ying Xin

The GMU System Submission for the SUMEval 2022 Shared Task

Syeda Sabrina Akter, Antonios Anastasopoulos

To Train or Not to Train: Predicting the Performance of Massively Multilingual Models

Shantanu Patankar, Omkar Gokhale, Onkar Litake, Aditya Mandke, Dipali Kadam

The SUMEval 2022 Shared Task on Performance Prediction of Multilingual Pre-trained Language Models

Kabir Ahuja, Antonios Anastasopoulos, Barun Patra, Graham Neubig, Monojit Choudhury

(Re-)Digitizing 吳守禮 Ngôo Siú-lé’s Mandarin – Taiwanese Dictionary

Pierre Magistry, Afala Phaxay

Integration of Named Entity Recognition and Sentence Segmentation on Ancient Chinese based on Siku-BERT

Sijia Ge

Emotion Conditioned Creative Dialog Generation

Khalid Alnajjar, Mika Hämäläinen

The predictability of literary translation

Andrew Piper, Matt Erlin

Creative Text-to-Image Generation: Suggestions for a Benchmark

Irene Russo

Introducing a Large Corpus of Tokenized Classical Chinese Poems of Tang and Song Dynasties

Chao-Lin Liu, Ti-Yong Zheng, Kuan-Chun Chen, Meng-Han Chung

Non-Parametric Word Sense Disambiguation for Historical Languages

Enrique Manjavacas Arevalo, Lauren Fonteyn

Towards Bootstrapping a Chatbot on Industrial Heritage through Term and Relation Extraction

Mihael Arcan, Rory O’Halloran, Cécile Robin, Paul Buitelaar

Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation

Goya van Boven, Jelke Bloem

Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation

Maciej Janicki

Machines in the media: semantic change in the lexicon of mechanization in 19th-century British newspapers

Nilo Pedrazzini, Barbara McGillivray

A Parallel Corpus and Dictionary for Amis-Mandarin Translation

Francis Zheng, Edison Marrese-Taylor, Yutaka Matsuo

Enhancing Digital History – Event discovery via Topic Modeling and Change Detection

King Ip Lin, Sabrina Peng

ParsSimpleQA: The Persian Simple Question Answering Dataset and System over Knowledge Graph

Hamed Babaei Giglou, Niloufar Beyranvand, Reza Moradi, Amir Mohammad Salehoof, Saeed Bibak

MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation

Kshitij Gupta

Use the Metadata, Luke! – An Experimental Joint Metadata Search and N-gram Trend Viewer for Personal Web Archives

Balázs Indig, Zsófia Sárközi-Lindner, Mihály Nagy

Style Classification of Rabbinic Literature for Detection of Lost Midrash Tanhuma Material

Solomon Tannor, Nachum Dershowitz, Moshe Lavee

Fractality of sentiment arcs for literary quality assessment: The case of Nobel laureates

Yuri Bizzoni, Kristoffer Laigaard Nielbo, Mads Rosendahl Thomsen

Interactive Analysis and Visualisation of Annotated Collocations in Spanish (AVAnCES)

Simon Gonzalez

Sentiment is all you need to win US Presidential elections

Sovesh Mohapatra, Somesh Mohapatra

Computational Exploration of the Origin of Mood in Literary Texts

Emily Öhman, Riikka H. Rossi

A Stylometric Analysis of Amadís de Gaula and Sergas de Esplandián

Yoshifumi Kawasaki

Assessing Neural Referential Form Selectors on a Realistic Multilingual Dataset

Guanyi Chen, Fahime Same, Kees van Deemter

Evaluating the role of non-lexical markers in GPT-2’s language modeling behavior

Roberta Rocca, Alejandro de la Vega

Chat Translation Error Detection for Assisting Cross-lingual Communications

Yunmeng Li, Jun Suzuki, Makoto Morishita, Kaori Abe, Ryoko Tokuhisa

Why is sentence similarity benchmark not predictive of application-oriented task performance?

Kaori Abe, Sho Yokoi, Tomoyuki Kajiwara, Kentaro Inui

A Comparative Analysis of Stance Detection Approaches and Datasets

Parush Gera, Tempestt Neal

Random Text Perturbations Work, but not Always

Zhengxiang Wang

GLARE: Generative Left-to-right AdversaRial Examples

Ryan Andrew Chi, Nathan Kim, Patrick Liu, Zander Lack, Ethan A Chi

Better Smatch = Better Parser? AMR evaluation is not so simple anymore

Juri Opitz, Anette Frank

From COMET to COMES – Can Summary Evaluation Benefit from Translation Evaluation?

Mateusz Krubiński, Pavel Pecina

Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis

Zachary Zhou, Alisha Zachariah, Devin Conathan, Jeffery Kline

A Japanese Corpus of Many Specialized Domains for Word Segmentation and Part-of-Speech Tagging

Shohei Higashiyama, Masao Ideuchi, Masao Utiyama, Yoshiaki Oida, Eiichiro Sumita

Compositionality as an Analogical Process: Introducing ANNE

Giulia Rambelli, Emmanuele Chersoni, Philippe Blache, Alessandro Lenci

VISCOSE - a Kanji Dictionary Enriched with VISual, COmpositional, and SEmantic Information

Werner Winiwarter, Bartholomäus Wloka

A Frame-Based Model of Inherent Polysemy, Copredication and Argument Coercion

Long Chen, Laura Kallmeyer, Rainer Osswald

Exploring Nominal Coercion in Semantic Spaces with Static and Contextualized Word Embeddings

Chenxin Liu, Emmanuele Chersoni

Putting WordNet’s Dictionary Examples in the Context of Definition Modelling: An Empirical Analysis

Fatemah Almeman, Luis Espinosa Anke

Finetuning Latin BERT for Word Sense Disambiguation on the Thesaurus Linguae Latinae

Piroska Lendvai, Claudia Wick

CAT ManyNames: A New Dataset for Object Naming in Catalan

Mar Domínguez Orfila, Maite Melero Nogués, Gemma Boleda Torrent

Do Age of Acquisition and Orthographic Transparency Have the Same Effects in Different Modalities?

Mohammad Momenian

(In)Alienable Possession in Mandarin Relative Clauses

Deran Kong, Yu-Yin Hsu

Patterns of Text Readability in Human and Predicted Eye Movements

Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, Lena Jäger

Adversarial Sample Generation for Aspect based Sentiment Classification

Mamta, Asif Ekbal

MMM: An Emotion and Novelty-aware Approach for Multilingual Multimodal Misinformation Detection

Vipin Gupta, Rina Kumari, Nischal Ashok, Tirthankar Ghosal, Asif Ekbal

A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model

Guoxin Wang, Yijuan Lu, Lei Cui, Tengchao Lv, Dinei Florencio

R&R: Metric-guided Adversarial Sentence Generation

Lei Xu, Alfredo Cuesta-Infante, Laure Berti-Equille, Kalyan Veeramachaneni

BeamR: Beam Reweighing with Attribute Discriminators for Controllable Text Generation

David Landsman, Jerry Zikun Chen, Hussain Zaidi

Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation

Alonso Palomino, Khalid Al Khatib, Martin Potthast, Benno Stein

Hierarchical Processing of Visual and Language Information in the Brain

Haruka Kawasaki, Satoshi Nishida, Ichiro Kobayashi

ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation

Debanjana Kar, Sudeshna Sarkar, Pawan Goyal

Topic-aware Multimodal Summarization

Sourajit Mukherjee, Anubhav Jangra, Sriparna Saha, Adam Jatowt

“#DisabledOnIndianTwitter” : A Dataset towards Understanding the Expression of People with Disabilities on Indian Twitter

Ishani Mondal, Sukhnidh Kaur, Kalika Bali, Aditya Vashistha, Manohar Swaminathan

Chop and Change: Anaphora Resolution in Instructional Cooking Videos

Cennet Oguz, Ivana Kruijff-Korbayova, Emmanuel Vincent, Pascal Denis, Josef van Genabith

Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models

Syrielle Montariol, Arij Riabi, Djamé Seddah

HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models

Yizhi Li, Ge Zhang, Bohao Yang, Chenghua Lin, Anton Ragni

Robustness Evaluation of Text Classification Models Using Mathematical Optimization and Its Application to Adversarial Training

Hikaru Tomonari, Masaaki Nishino, Akihiro Yamamoto

Open-Domain Conversational Question Answering with Historical Answers

Hung-Chieh Fang, Kuo-Han Hung, Chen-Wei Huang, Yun-Nung Chen

Memformer: A Memory-Augmented Transformer for Sequence Modeling

Qingyang Wu, Zhenzhong Lan, Kun Qian, Jing Gu, Alborz Geramifard

Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics

Yilun Liu, Shimin Tao, Chang Su, Min Zhang, Yanqing Zhao

Multilingual CheckList: Generation and Evaluation

Karthikeyan K, Shaily Bhatt, Pankaj Singh, Somak Aditya, Sandipan Dandapat

Cross-domain Analysis on Japanese Legal Pretrained Language Models

Keisuke Miyazaki, Hiroaki Yamada, Takenobu Tokunaga

Logographic Information Aids Learning Better Representations for Natural Language Inference

Zijian Jin, Duygu Ataman

On Measures of Biases and Harms in NLP

Sunipa Dev, Emily Sheng, Jieyu Zhao, Aubrie Amstutz, Jiao Sun

A Multilingual Multiway Evaluation Data Set for Structured Document Translation of Asian Languages

Bianka Buschbeck, Raj Dabre, Miriam Exel, Matthias Huck, Patrick Huy

A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation

Rose Hirigoyen, Amal Zouaq, Samuel Reyd

CoRAL: a Context-aware Croatian Abusive Language Dataset

Ravi Shekhar, Vanja Mladen Karan, Matthew Purver

Automating Interlingual Homograph Recognition with Parallel Sentences

Yi Han, Ryohei Sasano, Koichi Takeda

Modeling Referential Gaze in Task-oriented Settings of Varying Referential Complexity

Özge Alaçam, Eugen Ruppert, Ganeshan Malhotra, Chris Biemann, Sina Zarrieß

Revisiting Checkpoint Averaging for Neural Machine Translation

Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney

TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs

Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock

Multi-Domain Dialogue State Tracking By Neural-Retrieval Augmentation

Lohith Ravuru, Seonghan Ryu, Hyungtak Choi, Haehun Yang, Hyeonmok Ko

Block Diagram-to-Text: Understanding Block Diagram Images by Generating Natural Language Descriptors

Shreyanshu Bhushan, Minho Lee

Assessing How Users Display Self-Disclosure and Authenticity in Conversation with Human-Like Agents: A Case Study of Luda Lee

Won Ik Cho, Soomin Kim, Eujeong Choi, Younghoon Jeong

The Effects of Surprisal across Languages: Results from Native and Non-native Reading

Andrea de Varda, Marco Marelli

Meta-Learning Adaptive Knowledge Distillation for Efficient Biomedical Natural Language Processing

Abiola Obamuyide, Blair Johnston

A Hybrid Architecture for Labelling Bilingual Māori-English Tweets

David Trye, Vithya Yogarajan, Jemma König, Te Taka Keegan, David Bainbridge

PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang