EACL 2023

712 papers

Exploring Social Sciences Archives with Explainable Document Linkage through Question Generation

Elie Antoine, Hyun Jung Kang, Ismaël Rousseau, Ghislaine Azémard, Frédéric Béchet

Scent Mining: Extracting Olfactory Events, Smell Sources and Qualities

Stefano Menini, Teresa Paccosi, Serra Sinem Tekiroglu, Sara Tonelli

OdyCy – A general-purpose NLP pipeline for Ancient Greek

Jan Kostkan, Márton Kardos, Jacob Palle Bliddal Mortensen, Kristoffer Laigaard Nielbo

Detecting intersectionality in NER models: A data-driven approach

Ida Marie S. Lassen, Mina Almasi, Kenneth Enevoldsen, Ross Deans Kristensen-McLachlan

“Who is the Madonna of Italian-American Literature?”: Target Entity Extraction and Analysis of Vossian Antonomasia

Michel Schwab, Robert Jäschke, Frank Fischer

Constructing a Credible Estimation for Overreporting of Climate Adaptation Funds in the Creditor Reporting System

Janos Borst, Thomas Wencker, Andreas Niekler

What do Humor Classifiers Learn? An Attempt to Explain Humor Recognition Models

Marcio Lima Inacio, Gabriela Wick-Pedro, Hugo Gonçalo Oliveira

Linking the Neulateinische Wortliste to the LiLa Knowledge Base of Interoperable Resources for Latin

Federica Iurescia, Eleonora Litta, Marco Passarotti, Matteo Pellegrini, Giovanni Moretti

Emotion Recognition based on Psychological Components in Guided Narratives for Emotion Regulation

Gustave Cortal, Alain Finkel, Patrick Paroubek, Lina Ye

Great Bibliographies as a Source of Data for the Humanities – NLP in the Analysis of Gender of Book Authors in German Countries and in Poland (1801-2021)

Adam Pawłowski, Tomasz Walkowiak

Direct Speech Quote Attribution for Dutch Literature

Andreas van Cranenburgh, Frank Van Den Berg

Fractality of informativity in 300 years of English scientific writing

Yuri Bizzoni, Stefania Degaetano-Ortlieb

Improving Long-Text Authorship Verification via Model Selection and Data Tuning

Trang Nguyen, Charlie Dagli, Kenneth Alperin, Courtland Vandam, Elliot Singer

Quote Detection: A New Task and Dataset for NLP

Selma Tekir, Aybüke Güzel, Samet Tenekeci, Bekir Haman

GPoeT: a Language Model Trained for Rhyme Generation on Synthetic Data

Andrei Popescu-Belis, Àlex R. Atrio, Bastien Bernath, Etienne Boisson, Teo Ferrari

Standard and Non-standard Adverbial Markers: a Diachronic Analysis in Modern Chinese Literature

John Lee, Fangqiong Zhan, Wenxiu Xie, Xiao Han, Chi-yin Chow

Estimating Numbers without Regression

Avijit Thawani, Jay Pujara, Ashwin Kalyan

What Does BERT actually Learn about Event Coreference? Probing Structural Information in a Fine-Tuned Dutch Language Model

Loic De Langhe, Orphee De Clercq, Véronique Hoste

An Empirical Study on Active Learning for Multi-label Text Classification

Mengqi Wang, Ming Liu

Exploring the Reasons for Non-generalizability of KBQA systems

Sopan Khosla, Ritam Dutt, Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah

Do not Trust the Experts - How the Lack of Standard Complicates NLP for Historical Irish

Oksana Dereza, Theodorus Fransen, John P. McCrae

Annotating PubMed Abstracts with MeSH Headings using Graph Neural Network

Faizan E Mustafa, Rafika Boutalbi, Anastasiia Iurshina

Hiding in Plain Sight: Insights into Abstractive Text Summarization

Vivek Srivastava, Savita Bhat, Niranjan Pedanekar

What changes when you randomly choose BPE merge operations? Not much.

Jonne Sälevä, Constantine Lignos

Edit Aware Representation Learning via Levenshtein Prediction

Edison Marrese-Taylor, Machel Reid, Alfredo Solano

SocBERT: A Pretrained Model for Social Media Text

Yuting Guo, Abeed Sarker

Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation

Lorenzo Lupo, Marco Dinarelli, Laurent Besacier

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets

Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong

ERATE: Efficient Retrieval Augmented Text Embeddings

Vatsal Raina, Nora Kassner, Kashyap Popat, Patrick Lewis, Nicola Cancedda

Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP

Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose M. Alonso-Moral

Multilingual Automatic Extraction of Linguistic Data from Grammars

Albert Kornilov

A Quest for Paradigm Coverage: The Story of Nen

Saliha Muradoglu, Hanna Suominen, Nicholas Evans

AraDiaWER: An Explainable Metric For Dialectical Arabic ASR

Abdulwahab Sahyoun, Shady Shehata

Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and Laki

Sina Ahmadi, Zahra Azin, Sara Belelli, Antonios Anastasopoulos

Improving Low-resource RRG Parsing with Structured Gloss Embeddings

Roland Eibers, Kilian Evang, Laura Kallmeyer

ASR pipeline for low-resourced languages: A case study on Pomak

Chara Tsoukala, Kosmas Kritsis, Ioannis Douros, Athanasios Katsamanis, Nikolaos Kokkas

Speech Database (Speech-DB) – An on-line platform for storing, validating, searching, and recording spoken language data

Jolene Poulin, Daniel Dacanay, Antti Arppe

Unsupervised part-of-speech induction for language description: Modeling documentation materials in Kolyma Yukaghir

Albert Ventayol-boada, Nathan Roll, Simon Todd

Application of Speech Processes for the Documentation of Kréyòl Gwadloupéyen

Eric Le Ferrand, Fabiola Henri, Benjamin Lecouteux, Emmanuel Schang

Automated speech recognition of Indonesian-English language lessons on YouTube using transfer learning

Zara Maxwell-Smith, Ben Foley

An Effective Approach for Informational and Lexical Bias Detection

Iffat Maab, Edison Marrese-Taylor, Yutaka Matsuo

BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification

Mitchell DeHaven, Stephen Scott

“World Knowledge” in Multiple Choice Reading Comprehension

Adian Liusie, Vatsal Raina, Mark Gales

Enhancing Information Retrieval in Fact Extraction and Verification

Daniel Guzman Olivares, Lara Quijano, Federico Liberatore

An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking

Amelie Wuehrl, Lara Grimminger, Roman Klinger

Hierarchical Representations in Dense Passage Retrieval for Question-Answering

Philipp Ennen, Federica Freddi, Chyi-Jiunn Lin, Po-Nien Kung, RenChu Wang

Rethinking the Event Coding Pipeline with Prompt Entailment

Clément Lefebvre, Niklas Stoehr

Probing Pre-Trained Language Models for Cross-Cultural Differences in Values

Arnav Arora, Lucie-Aimée Kaffee, Isabelle Augenstein

Toward Disambiguating the Definitions of Abusive, Offensive, Toxic, and Uncivil Comments

Pia Pachinger, Allan Hanbury, Julia Neidhardt, Anna Planitzer

Bias assessment for experts in discrimination, not in computer science

Laura Alonso Alemany, Luciana Benotti, Hernán Maina, Lucía Gonzalez, Lautaro Martínez

Building Stereotype Repositories with Complementary Approaches for Scale and Depth

Sunipa Dev, Akshita Jha, Jaya Goyal, Dinesh Tewari, Shachi Dave

Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity

Dipto Das, Shion Guha, Bryan Semaan

Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study

Yong Cao, Li Zhou, Seolhwa Lee, Laura Cabello, Min Chen

MMT: A Multilingual and Multi-Topic Indian Social Media Dataset

Dwip Dalal, Vivek Srivastava, Mayank Singh

Hate Speech Classifiers are Culturally Insensitive

Nayeon Lee, Chani Jung, Alice Oh

Strengthening Relationships Between Indigenous Communities, Documentary Linguists, and Computational Linguists in the Era of NLP-Assisted Language Revitalization

Darren Flavelle, Jordan Lachler

A Cross-Lingual Study of Homotransphobia on Twitter

Davide Locatelli, Greta Damo, Debora Nozza

Cross-Cultural Transfer Learning for Chinese Offensive Language Detection

Li Zhou, Laura Cabello, Yong Cao, Daniel Hershcovich

Varepsilon kú mask: Integrating Yorùbá cultural greetings into machine translation

Idris Akinade, Jesujoba O. Alabi, David Ifeoluwa Adelani, Clement Odoje, Dietrich Klakow

Slav-NER: the 4th Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic languages

Roman Yangarber, Jakub Piskorski, Anna Dmitrieva, Michał Marcińczuk, Pavel Přibáň

Large Language Models for Multilingual Slavic Named Entity Linking

Rinalds Vīksna, Inguna Skadiņa, Daiga Deksne, Roberts Rozis

Exploring the Use of Foundation Models for Named Entity Recognition and Lemmatization Tasks in Slavic Languages

Gabriela Pałka, Artur Nowakowski

On Experiments of Detecting Persuasion Techniques in Polish and Russian Online News: Preliminary Study

Nikolaos Nikolaidis, Nicolas Stefanovitch, Jakub Piskorski

Measuring Gender Bias in West Slavic Language Models

Sandra Martinková, Karolina Stańczak, Isabelle Augenstein

WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition

David Suba, Marek Suppa, Jozef Kubík, Endre Hamerlik, Martin Takac

Can BERT eat RuCoLA? Topological Data Analysis to Explain

Irina Proskurina, Ekaterina Artemova, Irina Piontkovskaya

Information Extraction from Polish Radiology Reports Using Language Models

Aleksander Obuchowski, Barbara Klaudel, Patryk Jasik

Analysis of Transfer Learning for Named Entity Recognition in South-Slavic Languages

Nikola Ivačič, Thi Hong Hanh Tran, Boshko Koloski, Senja Pollak, Matthew Purver

Resources and Few-shot Learners for In-context Learning in Slavic Languages

Michal Štefánik, Marek Kadlcik, Piotr Gramacki, Petr Sojka

Is German secretly a Slavic language? What BERT probing can tell us about language groups

Aleksandra Mysiak, Jacek Cyranka

Target Two Birds With One SToNe: Entity-Level Sentiment and Tone Analysis in Croatian News Headlines

Ana Barić, Laura Majer, David Dukić, Marijana Grbeša-zenzerović, Jan Šnajder

Automatic text simplification of Russian texts using control tokens

Anna Dmitrieva

Dispersing the clouds of doubt: can cosine similarity of word embeddings help identify relation-level metaphors in Slovene?

Mojca Brglez

Comparing domain-specific and domain-general BERT variants for inferred real-world knowledge through rare grammatical features in Serbian

Sofia Lee, Jelke Bloem

Machine-translated texts from English to Polish show a potential for typological explanations in Source Language Identification

Damiaan Reijnaers, Elize Herrewijnen

Too Many Cooks Spoil the Model: Are Bilingual Models for Slovene Better than a Large Multilingual Model?

Pranaydeep Singh, Aaron Maladry, Els Lefever

Croatian Film Review Dataset (Cro-FiReDa): A Sentiment Annotated Dataset of Film Reviews

Gaurish Thakkar, Nives Mikelic Preradovic, Marko Tadić

TrelBERT: A pre-trained encoder for Polish Twitter

Wojciech Szmyd, Alicja Kotyla, Michał Zobniów, Piotr Falkiewicz, Jakub Bartczuk

MAUPQA: Massive Automatically-created Polish Question Answering Dataset

Piotr Rybak

Named Entity Recognition for Low-Resource Languages - Profiting from Language Families

Sunna Torge, Andrei Politov, Christoph Lehmann, Bochra Saffar, Ziyan Tao

Curricular Next Conversation Prediction Pretraining for Transcript Segmentation

Anvesh Rao Vijjini, Hanieh Deilamsalehy, Franck Dernoncourt, Snigdha Chaturvedi

CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension

Zhi Zhang, Helen Yannakoudakis, Xiantong Zhen, Ekaterina Shutova

Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision

Zhen Wan, Fei Cheng, Qianying Liu, Zhuoyuan Mao, Haiyue Song

Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues

Chuyuan Li, Patrick Huber, Wen Xiao, Maxime Amblard, Chloé Braud

Predicting Desirable Revisions of Evidence and Reasoning in Argumentative Writing

Tazin Afrin, Diane Litman

Distillation of encoder-decoder transformers for sequence labelling

Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy

Global Constraints with Prompting for Zero-Shot Event Argument Classification

Zizheng Lin, Hongming Zhang, Yangqiu Song

Exploiting Language Characteristics for Legal Domain-Specific Language Model Pretraining

Inderjeet Nair, Natwar Modani

Program Synthesis for Complex QA on Charts via Probabilistic Grammar Based Filtered Iterative Back-Translation

Shabbirhussain Bhaisaheb, Shubham Paliwal, Rajaswa Patil, Manasi Patwardhan, Lovekesh Vig

Interventional Probing in High Dimensions: An NLI Case Study

Julia Rozanova, Marco Valentino, Lucas Cordeiro, Andre Freitas

Bridging Argument Quality and Deliberative Quality Annotations with Adapters

Neele Falk, Gabriella Lapesa

Delving Deeper into Cross-lingual Visual Question Answering

Chen Cecilia Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulić, Iryna Gurevych

Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension

Chen Zhang, Yuxuan Lai, Yansong Feng, Xingyu Shen, Haowei Du

Combining Psychological Theory with Language Models for Suicide Risk Detection

Daniel Izmaylov, Avi Segal, Kobi Gal, Meytal Grimland, Yossi Levi-Belz

Reliable Gradient-free and Likelihood-free Prompt Tuning

Maohao Shen, Soumya Ghosh, Prasanna Sattigeri, Subhro Das, Yuheng Bu

The Solvability of Interpretability Evaluation Metrics

Yilun Zhou, Julie Shah

Transformers with Learnable Activation Functions

Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych

A Survey on Dynamic Neural Networks for Natural Language Processing

Canwen Xu, Julian McAuley

Simple and Effective Multi-Token Completion from Masked Language Models

Oren Kalinsky, Guy Kushilevitz, Alexander Libov, Yoav Goldberg

Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis

Akshita Jha, Adithya Samavedhi, Vineeth Rakesh, Jaideep Chandrashekar, Chandan Reddy