COLING 2024

2,170 papers

BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models

Loris Bergeron, Jerome Francois, Radu State, Jean Hilger

KRX Bench: Automating Financial Benchmark Creation via Large Language Models

Guijin Son, Hyunjun Jeon, Chami Hwang, Hanearl Jung

Construction of a Japanese Financial Benchmark for Large Language Models

Masanori Hirano

Knowledge-enhanced Response Generation in Dialogue Systems: Current Advancements and Emerging Horizons

Priyanshu Priya, Deeksha Varshney, Mauajama Firdaus, Asif Ekbal

Addressing Bias and Hallucination in Large Language Models

Nihar Ranjan Sahoo, Ashita Saxena, Kishan Maharaj, Arif A. Ahmad, Abhijit Mishra

Tutorial Proposal: Hallucination in Large Language Models

Vipula Rawte, Aman Chadha, Amit Sheth, Amitava Das

Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial

Qingyun Wang, Carl Edwards, Heng Ji, Tom Hope

Formal Semantic Controls over Language Models

Danilo S. Carvalho, Yingji Zhang, Andre Freitas

NLP for Chemistry – Introduction and Recent Advances

Camilo Thorne, Saber Akhondi

The DBpedia Databus Tutorial: Increase the Visibility and Usability of Your Data

Milan Dojchinovski

Knowledge Editing for Large Language Models

Ningyu Zhang, Yunzhi Yao, Shumin Deng

Mining, Assessing, and Improving Arguments in NLP and the Social Sciences

Gabriella Lapesa, Eva Maria Vecchi, Serena Villata, Henning Wachsmuth

Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs)

Leshem Choshen, Ariel Gera, Yotam Perlitz, Michal Shmueli-Scheuer, Gabriel Stanovsky

Meaning Representations for Natural Languages: Design, Models and Applications

Julia Bonn, Jeffrey Flanigan, Jan Hajic, Ishan Jindal, Yunyao Li

Geo-Cultural Representation and Inclusion in Language Technologies

Sunipa Dev, Rida Qadri

From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond

Hao Fei, Yuan Yao, Zhuosheng Zhang, Fuxiao Liu, Ao Zhang

Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study

Zhihong Zhu, Xuxin Cheng, Hao An, Zhichang Wang, Dongsheng Chen

Zero-shot Learning for Multilingual Discourse Relation Classification

Eleni Metheniti, Philippe Muller, Chloé Braud, Margarita Hernández Casas

Zero-shot Event Detection Using a Textual Entailment Model as an Enhanced Annotator

Ziqian Zeng, Runyu Wu, Yuxiang Xiao, Xiaoda Zhong, Hanlin Wang

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning

Zhitao He, Pengfei Cao, Zhuoran jin, Yubo Chen, Kang Liu

Zero-shot Cross-lingual Automated Essay Scoring

Junyi He, Xia Li

Zero- and Few-Shot Prompting with LLMs: A Comparative Study with Fine-tuned Models for Bangla Sentiment Analysis

Md. Arid Hasan, Shudipta Das, Afiyat Anjum, Firoj Alam, Anika Anjum

ZenPropaganda: A Comprehensive Study on Identifying Propaganda Techniques in Russian Coronavirus-Related Media

Anton Chernyavskiy, Svetlana Shomova, Irina Dushakova, Ilya Kiriya, Dmitry Ilvovsky

ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies

Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen

ZAEBUC-Spoken: A Multilingual Multidialectal Arabic-English Speech Corpus

Injy Hamed, Fadhl Eryani, David Palfreyman, Nizar Habash

Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts

Karën Fort, Laura Alonso Alemany, Luciana Benotti, Julien Bezançon, Claudia Borg

XVD: Cross-Vocabulary Differentiable Training for Generative Adversarial Attacks

Tom Roth, Inigo Jauregi Unanue, Alsharif Abuadbba, Massimo Piccardi

XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates

Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani

XAI-Attack: Utilizing Explainable AI to Find Incorrectly Learned Patterns for Black-Box Adversarial Example Creation

Markus Bayer, Markus Neiczer, Maximilian Samsinger, Björn Buchhold, Christian Reuter

WW-CSL: A New Dataset for Word-Based Wearable Chinese Sign Language Detection

Fan Xu, Kai Liu, Yifeng Yang, Keyu Yan

Would You Like to Make a Donation? A Dialogue System to Persuade You to Donate

Yuhan Song, Houfeng Wang

WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models

Wenlong Zhao, Debanjan Mondal, Niket Tandon, Danica Dillion, Kurt Gray

WordNet under Scrutiny: Dictionary Examples in the Era of Large Language Models

Fatemah Yousef Almeman, Steven Schockaert, Luis Espinosa Anke

Word-level Commonsense Knowledge Selection for Event Detection

Shuai Yang, Yu Hong, Shiming He, Qingting Xu, Jianmin Yao

Word-Aware Modality Stimulation for Multimodal Fusion

Shuhei Tateishi, Yasuhito Osugi, Makoto Nakatsuji

WkNER: Enhancing Named Entity Recognition with Word Segmentation Constraints and kNN Retrieval

Yanchun Li, Senlin Deng, Dongsu Shen, Shujuan Tian, Saiqin Long

Willkommens-Merkel, Chaos-Johnson, and Tore-Klose: Modeling the Evaluative Meaning of German Personal Name Compounds

Annerose Eichel, Tana Deeg, Andre Blessing, Milena Belosevic, Sabine Arndt-Lappe

WikiSplit++: Easy Data Refinement for Split and Rephrase

Hayato Tsukagoshi, Tsutomu Hirao, Makoto Morishita, Katsuki Chousa, Ryohei Sasano

WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models

Hichem Ammar Khodja, Frédéric Béchet, Quentin Brabant, Alexis Nasr, Gwénolé Lecorvé

Why Voice Biomarkers of Psychiatric Disorders Are Not Used in Clinical Practice? Deconstructing the Myth of the Need for Objective Diagnosis

Vincent P. Martin, Jean-Luc Rouas

Who Said What: Formalization and Benchmarks for the Task of Quote Attribution

Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao

Who Is Bragging More Online? A Large Scale Analysis of Bragging in Social Media

Mali Jin, Daniel Preoţiuc-Pietro, A. Seza Doğruöz, Nikolaos Aletras

Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues

Maria Francis, Julius Steuer, Dietrich Klakow, Volha Petukhova

Which Sense Dominates Multisensory Semantic Understanding? A Brain Decoding Study

Dandan Huang, Lu Cao, Zhenting Li, Yue Zhang

When Your Cousin Has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages

Niyati Bafna, Cristina España-Bonet, Josef van Genabith, Benoît Sagot, Rachel Bawden

When Do “More Contexts” Help with Sarcasm Recognition?

Ojas Nimase, Sanghyun Hong

When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation

Iacopo Ghinassi, Lin Wang, Chris Newell, Matthew Purver

When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing

Yuning Ding, Omid Kashefi, Swapna Somasundaran, Andrea Horbach

What Is Needed for Intra-document Disambiguation of Math Identifiers?

Takuto Asakura, Yusuke Miyao

What Has LeBenchmark Learnt about French Syntax?

Zdravko Dugonjić, Adrien Pupier, Benjamin Lecouteux, Maximin Coavoux

What Happens to a Dataset Transformed by a Projection-based Concept Removal Method?

Richard Johansson

What Factors Influence LLMs’ Judgments? A Case Study on Question Answering

Lei Chen, Bobo Li, Li Zheng, Haining Wang, Zixiang Meng

What Do Transformers Know about Government?

Jue Hou, Anisia Katinskaia, Lari Kotilainen, Sathianpong Trangcasanchai, Anh-Duc Vu

What Can Diachronic Contexts and Topics Tell Us about the Present-Day Compositionality of English Noun Compounds?

Samin Mahdizadeh Sani, Malak Rassem, Chris Jenkins, Filip Miletić, Sabine Schulte im Walde

What Are the Implications of Your Question? Non-Information Seeking Question-Type Identification in CNN Transcripts

Yao Sun, Anastasiia Tatlubaeva, Zhihan Li, Chester Palen-Michel

Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification

Huawen Feng, Jingsong Yan, Junlong Liu, Junhao Zheng, Qianli Ma

WaCadie: Towards an Acadian French Corpus

Jeremy Robichaud, Paul Cook

Vygotsky Distance: Measure for Benchmark Task Similarity

Maxim K. Surkov, Ivan P. Yamshchikov

Visual-Textual Entailment with Quantities Using Model Checking and Knowledge Injection

Nobuyuki Iokawa, Hitomi Yanaka

Visual-Linguistic Dependency Encoding for Image-Text Retrieval

Wenxin Guo, Lei Zhang, Kun Zhang, Yi Liu, Zhendong Mao

VI-OOD: A Unified Framework of Representation Learning for Textual Out-of-distribution Detection

Li-Ming Zhan, Bo Liu, Xiao-ming Wu

VietMed: A Dataset and Benchmark for Automatic Speech Recognition of Vietnamese in the Medical Domain

Khai Le-Duc

Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs

David R. Mortensen, Valentina Izrailevitch, Yunze Xiao, Hinrich Schütze, Leonie Weissweiler

Validating and Exploring Large Geographic Corpora

Jonathan Dunn

UzbekVerbDetection: Rule-based Detection of Verbs in Uzbek Texts

Maksud Sharipov, Elmurod Kuriyozov, Ollabergan Yuldashev, Ogabek Sobirov

Utilizing Longer Context than Speech Bubbles in Automated Manga Translation

Hiroto Kaino, Soichiro Sugihara, Tomoyuki Kajiwara, Takashi Ninomiya, Joshua B. Tanner

Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification

Zihan Wang, Peiyi Wang, Houfeng Wang

Using Speech Technology to Test Theories of Phonetic and Phonological Typology

Anisia Popescu, Lori Lamel, Ioana Vasilescu

Using Pre-Trained Language Models in an End-to-End Pipeline for Antithesis Detection

Ramona Kühn, Khouloud Saadi, Jelena Mitrović, Michael Granitzer

Using Persuasive Writing Strategies to Explain and Detect Health Misinformation

Danial Kamali, Joseph D. Romain, Huiyi Liu, Wei Peng, Jingbo Meng

Using Bibliodata LODification to Create Metadata-Enriched Literary Corpora in Line with FAIR Principles

Agnieszka Karlińska, Cezary Rosiński, Marek Kubis, Patryk Hubar, Jan Wieczorek

User Guide for KOTE: Korean Online That-gul Emotions Dataset

Duyoung Jeon, Junho Lee, Cheongtag Kim

UrduMASD: A Multimodal Abstractive Summarization Dataset for Urdu

Ali Faheem, Faizad Ullah, Muhammad Sohaib Ayub, Asim Karim

UQA: Corpus for Urdu Question Answering

Samee Arif, Sualeha Farid, Awais Athar, Agha Ali Raza

Unveiling Vulnerability of Self-Attention

Khai Jiet Liong, Hongqiu Wu, Hai Zhao

Unveiling Strengths and Weaknesses of NLP Systems Based on a Rich Evaluation Corpus: The Case of NER in French

Alice Millour, Yoann Dupont, Karën Fort, Liam Duignan

Unveiling Project-Specific Bias in Neural Code Models

Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu

Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models

Yantao Liu, Zijun Yao, Xin Lv, Yuchen Fan, Shulin Cao

Unsupervised Grouping of Public Procurement Similar Items: Which Text Representation Should I Use?

Pedro P. V. Brum, Mariana O. Silva, Gabriel P. Oliveira, Lucas G. L. Costa, Anisio Lacerda

Unraveling Spontaneous Speech Dimensions for Cross-Corpus ASR System Evaluation for French

Solene Virginie Evain, Solange Rossato, François Portet

Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions

Felipe Bravo-Marquez, Maria Jose Zambrano

Unmasking Biases: Exploring Gender Bias in English-Catalan Machine Translation through Tokenization Analysis and Novel Dataset

Audrey Mash, Carlos Escolano, Aleix Sant, Maite Melero, Francesca De Luca Fornaciari

Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction

Guozheng Li, Wenjun Ke, Peng Wang, Zijie Xu, Ke Ji

Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion

Yichi Zhang, Zhuo Chen, Lei Liang, Huajun Chen, Wen Zhang

Universal Dependencies for Learner Russian

Alla Rozovskaya

Universal Dependencies: Extensions for Modern and Historical German

Stefanie Dipper, Cora Haiber, Anna Maria Schröter, Alexandra Wiemann, Maike Brinkschulte

Universal Anaphora: The First Three Years

Massimo Poesio, Maciej Ogrodniczuk, Vincent Ng, Sameer Pradhan, Juntao Yu

UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval

Hongru Wang, Boyang Xue, Baohang Zhou, Rui Wang, Fei Mi

UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding

Dongyang Li, Taolin Zhang, Jiali Deng, Longtao Huang, Chengyu Wang

UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt

Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao

Unifying Latent and Lexicon Representations for Effective Video-Text Retrieval

Haowei Liu, Yaya Shi, Haiyang Xu, chunfeng yuan, Qinghao Ye

Unicode Normalization and Grapheme Parsing of Indic Languages

Nazmuddoha Ansary, Quazi Adibur Rahman Adib, Tahsin Reasat, Asif Shahriyar Sushmit, Ahmed Imtiaz Humayun

Understanding How Positional Encodings Work in Transformer Model

Taro Miyazaki, Hideya Mino, Hiroyuki Kaneko

Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study

Yaxin Fan, Feng Jiang, Peifeng Li, Haizhou Li

Uncovering Agendas: A Novel French & English Dataset for Agenda Detection on Social Media

Gregorios Katsios, Ning Sa, Ankita Bhaumik, Tomek Strzalkowski

Uncertainty-Aware Cross-Modal Alignment for Hate Speech Detection

Chuanpeng Yang, Fuqing Zhu, Yaxin Liu, Jizhong Han, Songlin Hu

UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation

Liqiang Niu, Fandong Meng, Jie Zhou

UkraiNER: A New Corpus and Annotation Scheme towards Comprehensive Entity Recognition

Lauriane Aufrant, Lucie Chasseur

UDMorph: Morphosyntactically Tagged UD Corpora

Maarten Janssen

UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies

Leonie Weissweiler, Nina Böbel, Kirian Guiller, Santiago Herrera, Wesley Scivetti