NAACL 2024

1,282 papers

SGHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Singapore

Ri Chi Ng, Nirmalendu Prakash, Ming Shan Hee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee

From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets

Manuel Tonneau, Diyi Liu, Samuel Fraiberger, Ralph Schroeder, Scott A. Hale

Subjective Isms? On the Danger of Conflating Hate and Offence in Abusive Language Detection

Amanda Cercas Curry, Gavin Abercrombie, Zeerak Talat

Improving Covert Toxicity Detection by Retrieving and Generating References

Dong-Ho Lee, Hyundong Cho, Woojeong Jin, Jihyung Moon, Sungjoon Park

A Strategy Labelled Dataset of Counterspeech

Aashima Poudhar, Ioannis Konstas, Gavin Abercrombie

Toxicity Classification in Ukrainian

Daryna Dementieva, Valeriia Khylenko, Nikolay Babakov, Georg Groh

A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization

Ryan Brate, Marieke van Erp, Antal van den Bosch

Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales

Ayushi Nirmal, Amrita Bhattacharjee, Paras Sheth, Huan Liu

The Uli Dataset: An Exercise in Experience Led Annotation of oGBV

Arnav Arora, Maha Jinadoss, Cheshta Arora, Denny George, Brindaalakshmi

X-posing Free Speech: Examining the Impact of Moderation Relaxation on Online Social Networks

Arvindh Arun, Saurav Chhatani, Jisun An, Ponnurangam Kumaraguru

The Mexican Gayze: A Computational Analysis of the Attitudes towards the LGBT+ Population in Mexico on Social Media Across a Decade

Scott Andersen, Segio-Luis Ojeda-Trueba, Juan Vásquez, Gemma Bel-Enguix

Improving aggressiveness detection using a data augmentation technique based on a Diffusion Language Model

Antonio D. Reyes-Ramírez, Mario Ezra Aragón, Fernando Sanchez-Vega, A. Pastor López-Monroy

Robust Safety Classifier Against Jailbreaking Attacks: Adversarial Prompt Shield

Jinhwa Kim, Ali Derakhshan, Ian Harris

Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior

Shaina Ashraf, Fabio Gruschka, Lucie Flek, Charles Welch

Simple LLM based Approach to Counter Algospeak

Jan Fillies, Adrian Paschke

Estimating the Emotion of Disgust in Greek Parliament Records

Vanessa Lislevand, John Pavlopoulos, Panos Louridas, Konstantina Dritsa

From Linguistics to Practice: a Case Study of Offensive Language Taxonomy in Hebrew

Chaya Liebeskind, Marina Litvak, Natalia Vanetik

Towards a Unified Framework for Adaptable Problematic Content Detection via Continual Learning

Ali Omrani, Alireza Salkhordeh Ziabari, Preni Golazizian, Jeffrey Sorensen, Morteza Dehghani

VIDA: The Visual Incel Data Archive. A Theory-oriented Annotated Dataset To Enhance Hate Detection Through Visual Culture

Selenia Anastasi, Florian Schneider, Chris Biemann, Tim Fischer

HausaHate: An Expert Annotated Corpus for Hausa Hate Speech Detection

Francielle Vargas, Samuel Guimarães, Shamsuddeen Hassan Muhammad, Diego Alves, Ibrahim Said Ahmad

A Study of the Class Imbalance Problem in Abusive Language Detection

Yaqi Zhang, Viktor Hangya, Alexander Fraser

EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter

Comfort Ilevbare, Jesujoba Alabi, David Ifeoluwa Adelani, Firdous Bakare, Oluwatoyin Abiola

Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models

Milena Pustet, Elisabeth Steffen, Helena Mihaljević

Investigating radicalisation indicators in online extremist communities

Christine De Kock, Eduard Hovy

Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation

Jonne Sälevä, Chester Palen-Michel

Improving Multi-Label Classification of Similar Languages by Semantics-Aware Word Embeddings

The Ngo, Thi Anh Nguyen, My Ha, Thi Minh Nguyen, Phuong Le-Hong

One-Shot Prompt for Language Variety Identification

Nat Gillin

Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning

Benedikt Perak, Slobodan Beliga, Ana Meštrović

JSI and WüNLP at the DIALECT-COPA Shared Task: In-Context Learning From Just a Few Dialectal Examples Gets You Quite Far

Nikola Ljubešić, Taja Kuzman, Peter Rupnik, Ivan Vulić, Fabian Schmidt

Data-Augmentation-Based Dialectal Adaptation for LLMs

Fahim Faisal, Antonios Anastasopoulos

Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages

Aileen Joan Vicente, Charibeth Cheng

Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text

Stella Verkijk, Pia Sommerauer, Piek Vossen

Multilingual Identification of English Code-Switching

Igor Sterner

Highly Granular Dialect Normalization and Phonological Dialect Translation for Limburgish

Andreas Simons, Stefano De Pascale, Karlien Franco

Experiments in Multi-Variant Natural Language Processing for Nahuatl

Robert Pugh, Francis Tyers

Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš

Viktória Ondrejová, Marek Suppa

Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization

Olubusayo Olabisi, Ameeta Agrawal

NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus

Petter Mæhlum, Yves Scherrer

The Role of Adverbs in Language Variety Identification: The Case of Portuguese Multi-Word Adverbs

Izabela Müller, Nuno Mamede, Jorge Baptista

DIALECT-COPA: Extending the Standard Translations of the COPA Causal Commonsense Reasoning Dataset to South Slavic Dialects

Nikola Ljubešić, Nada Galant, Sonja Benčina, Jaka Čibej, Stefan Milosavljević

Modeling Orthographic Variation in Occitan’s Dialects

Zachary Hopton, Noëmi Aepli

When Elote, Choclo and Mazorca are not the Same. Isomorphism-Based Perspective to the Spanish Varieties Divergences

Cristina España-Bonet, Ankur Bhatt, Koel Dutta Chowdhury, Alberto Barrón-Cedeño

How Well Do Tweets Represent Sub-Dialects of Egyptian Arabic?

Mai Mohamed Eida, Mayar Nassar, Jonathan Dunn

Does Whisper Understand Swiss German? An Automatic, Qualitative, and Human Evaluation

Eyal Dolev, Clemens Lutz, Noëmi Aepli

What Drives Performance in Multilingual Language Models?

Sina Bagheri Nezhad, Ameeta Agrawal

VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification

Adrian-Gabriel Chifu, Goran Glavaš, Radu Tudor Ionescu, Nikola Ljubešić, Aleksandra Miletic

Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models

Majid Zarharan, Pascal Wullschleger, Babak Behkam Kia, Mohammad Taher Pilehvar, Jennifer Foster

BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation

Lisa Bauer, Ninareh Mehrabi, Palash Goyal, Kai-Wei Chang, Aram Galstyan

Masking Latent Gender Knowledge for Debiasing Image Captioning

Fan Yang, Shalini Ghosh, Emre Barut, Kechen Qin, Prashan Wanigasekara

Sandwich attack: Multi-language Mixture Adaptive Attack on LLMs

Bibek Upadhayay, Vahid Behzadan

Semantic-Preserving Adversarial Example Attack against BERT

Chongyang Gao, Kang Gu, Soroush Vosoughi, Shagufta Mehnaz

Introducing GenCeption for Multimodal LLM Benchmarking: You May Bypass Annotations

Lele Cao, Valentin Buchner, Zineb Senane, Fangkai Yang

Flatness-Aware Gradient Descent for Safe Conversational AI

Leila Khalatbari, Saeid Hosseini, Hossein Sameti, Pascale Fung

Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries

Kevin Patel, Suraj Agrawal, Ayush Kumar

Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models

Tobias Groot, Matias Valdenegro - Toro

HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation

Yihao Fang, Stephen Thomas, Xiaodan Zhu

Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications

David Cecchini, Arshaan Nazir, Kalyan Chakravarthy, Veysel Kocaman

On the Interplay between Fairness and Explainability

Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis

Cross-Task Defense: Instruction-Tuning LLMs for Content Safety

Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos Papalexakis

FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment

Mohamed Rashad, Ahmed Zahran, Abanoub Amin, Amr Abdelaal, Mohamed AlTantawy

Exploring Causal Mechanisms for Machine Text Detection Methods

KiYoon Yoo, Wonhyuk Ahn, Yeji Song, Nojun Kwak

Towards Healthy AI: Large Language Models Need Therapists Too

Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi, Kush Varshney

When XGBoost Outperforms GPT-4 on Text Classification: A Case Study

Matyas Bohacek, Michal Bravansky

The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification

Minh Duc Bui, Katharina von der Wense

FairBelief - Assessing Harmful Beliefs in Language Models

Mattia Setzu, Marta Marchiori Manerba, Pasquale Minervini, Debora Nozza

Automated Adversarial Discovery for Safety Classifiers

Yash Kumar Lal, Preethi Lahoti, Aradhana Sinha, Yao Qin, Ananth Balashankar

Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text

Muhammad Adilazuarda

EDM3: Event Detection as Multi-task Text Generation

Ujjwala Anantheswaran, Himanshu Gupta, Mihir Parmar, Kuntal Pal, Chitta Baral

Do large language models and humans have similar behaviours in causal inference with script knowledge?

Xudong Hong, Margarita Ryzhova, Daniel Biondi, Vera Demberg

Sõnajaht: Definition Embeddings and Semantic Search for Reverse Dictionary Creation

Aleksei Dorkin, Kairit Sirts

Inspecting Soundness of AMR Similarity Metrics in terms of Equivalence and Inequivalence

Kyung Seo Ki, Bugeun Kim, Gahgene Gweon

Compositional Structured Explanation Generation with Dynamic Modularized Reasoning

Xiyan Fu, Anette Frank

A Trip Towards Fairness: Bias and De-Biasing in Large Language Models

Leonardo Ranaldi, Elena Sofia Ruzzetti, Davide Venditti, Dario Onorati, Fabio Massimo Zanzotto

PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs

Ying Su, Jipeng Zhang, Yangqiu Song, Tong Zhang

Handling Ontology Gaps in Semantic Parsing

Andrea Bacciu, Marco Damonte, Marco Basaldella, Emilio Monti

Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores

Dongjun Jang, Jinwoong Kim, Hyopil Shin

Exploring Semantics in Pretrained Language Model Attention

Frédéric Charpentier, Jairo Cugliari, Adrien Guille

HANS, are you clever? Clever Hans Effect Analysis of Neural Systems

Leonardo Ranaldi, Fabio Zanzotto

Multilingual and Code-Switched Sentence Ordering

Alexandre Salle, Shervin Malmasi

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts

Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee

Length-Aware Multi-Kernel Transformer for Long Document Classification

Guangzeng Han, Jack Tsao, Xiaolei Huang

Disambiguating Emotional Connotations of Words Using Contextualized Word Representations

Akram Sadat Hosseini, Steffen Staab

What’s wrong with your model? A Quantitative Analysis of Relation Classification

Elisa Bassignana, Rob van der Goot, Barbara Plank

Improving Word Sense Induction through Adversarial Forgetting of Morphosyntactic Information

Deniz Ekin Yavas, Timothée Bernard, Laura Kallmeyer, Benoit Crabbé

VOLIMET: A Parallel Corpus of Literal and Metaphorical Verb-Object Pairs for English–German and English–French

Prisca Piccirilli, Alexander Fraser, Sabine Schulte im Walde

PDDLEGO: Iterative Planning in Textual Environments

Li Zhang, Peter Jansen, Tianyi Zhang, Peter Clark, Chris Callison-Burch

The Emergence of High-Level Semantics in a Signaling Game

Timothée Bernard, Timothee Mickus, Hiroya Takamura

Exploring Factual Entailment with NLI: A News Media Study

Guy Mor-Lan, Effi Levi

Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish

José Cañete, Felipe Bravo-Marquez

A Closer Look at Claim Decomposition

Miriam Wanner, Seth Ebner, Zhengping Jiang, Mark Dredze, Benjamin Van Durme

Identifying Emotional and Polar Concepts via Synset Translation

Logan Woudstra, Moyo Dawodu, Frances Igwe, Senyu Li, Ning Shi

Paraphrase Identification via Textual Inference

Ning Shi, Bradley Hauer, Jai Riley, Grzegorz Kondrak

Lexical Substitution as Causal Language Modeling

Ning Shi, Bradley Hauer, Grzegorz Kondrak

Relevance, Diversity, and Exclusivity: Designing Keyword-augmentation Strategy for Zero-shot Classifiers

Taro Yano, Kunihiro Takeoka, Masafumi Oyamada

WikiScenes with Descriptions: Aligning Paragraphs and Sentences with Images in Wikipedia Articles

Özge Alaçam, Ronja Utescher, Hannes Grönner, Judith Sieker, Sina Zarrieß

Investigating Aspect Features in Contextualized Embeddings with Semantic Scales and Distributional Similarity

Yuxi Li, Emmanuele Chersoni, Yu-Yin Hsu

ROUGE-K: Do Your Summaries Have Keywords?

Sotaro Takeshita, Simone Ponzetto, Kai Eckert

A Benchmark Suite of Japanese Natural Questions

Takuya Uematsu, Hao Wang, Daisuke Kawahara, Tomohide Shibata

Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges

Abhilasha Sancheti, Koustava Goswami, Balaji Srinivasan

Polysemy through the lens of psycholinguistic variables: a dataset and an evaluation of static and contextualized language models

Andrea Bruera, Farbod Zamani, Massimo Poesio