COLING 2024

2,170 papers

Typos Correction Training against Misspellings from Text-to-Text Transformers

Guicai Xie, Ke ZHANG, Lei Duan, Wei Zhang, Zeqian Huang

Two Counterexamples to Tokenization and the Noiseless Channel

Marco Cognetta, Vilém Zouhar, Sangwhan Moon, Naoaki Okazaki

TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases

Kiamehr Rezaee, Jose Camacho-Collados, Mohammad Taher Pilehvar

TunArTTS: Tunisian Arabic Text-To-Speech Corpus

Imen Laouirine, Rami Kammoun, Fethi Bougares

Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models

Zhuoran jin, Pengfei Cao, Yubo Chen, Kang Liu, Xiaojian Jiang

Trustworthiness and Self-awareness in Large Language Models: An Exploration through the Think-Solve-Verify Framework

Zhendong Liu, Changhong Xia, Wei He, Chongjun Wang

Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation

Francois Meyer, Jan Buys

Triple-R: Automatic Reasoning for Fact Verification Using Language Models

Mohammadamin Kanaani, Sajjad Dadkhah, Ali A. Ghorbani

Tricking LLMs into Disobedience: Formalizing, Analyzing, and Detecting Jailbreaks

Abhinav Rao, Sachin Vashistha, Atharva Naik, Somak Aditya, Monojit Choudhury

TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models

Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang

Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li

Transformers for Bridging Persian Dialects: Transliteration Model for Tajiki and Iranian Scripts

MohammadAli SadraeiJavaheri, Ehsaneddin Asgari, Hamid Reza Rabiee

Transformer-based Swedish Semantic Role Labeling through Transfer Learning

Dana Dannélls, Richard Johansson, Lucy Yang Buhr

Transformer-based Joint Modelling for Automatic Essay Scoring and Off-Topic Detection

Sourya Dipta Das, Yash A. Vadi, Kuldeep Yadav

Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching

Piotr Rybak

Transfer Fine-tuning for Quality Estimation of Text Simplification

Yuki Hironaka, Tomoyuki Kajiwara, Takashi Ninomiya

TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation

Jiang Li, Xiangdong Su, Fujun Zhang, Guanglai Gao

TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills

Qiushi Sun, Nuo Chen, Jianing Wang, Ming Gao, Xiang Li

Training BERT Models to Carry over a Coding System Developed on One Corpus to Another

Dalma Galambos, Pal Zsamboki

TP-Link: Fine-grained Pre-Training for Text-to-SQL Parsing with Linking Information

Ziqiang Liu, Shujie Li, Zefeng Cai, Xiangyu Li, Yunshui Li

Towards Universal Dependencies for Ancash Quechua

Johanna Cordova

Towards Understanding the Relationship between In-context Learning and Compositional Generalization

Sungjun Han, Sebastian Padó

Towards the WhAP Corpus: A Resource for the Study of Italian on WhatsApp

Ilaria Fiorentini, Marco Forlano, Nicholas Nese

Towards Standardized Annotation and Parsing for Korean FrameNet

Yige Chen, Jae Ihn, KyungTae Lim, Jungyeul Park

Towards Semantic Tagging for Irish

Tim Czerniak, Elaine Uí Dhonnchadha

Towards Robust Temporal Activity Localization Learning with Noisy Labels

Daizong Liu, Xiaoye Qu, Xiang Fang, Jianfeng Dong, Pan Zhou

Towards Robust In-Context Learning for Machine Translation with Large Language Models

Shaolin Zhu, Menglong Cui, Deyi Xiong

Towards Robust Evidence-Aware Fake News Detection via Improving Semantic Perception

Yike Wu, Yang Xiao, Mengting Hu, Mengying Liu, Pengcheng Wang

Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation

Fahmida Alam, Md Asiful Islam, Robert Vacareanu, Mihai Surdeanu

Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling

Zhihong Zhu, Xuxin Cheng, Guimin Hu, Yaowei Li, Zhiqi Huang

Towards More Realistic Chinese Spell Checking with New Benchmark and Specialized Expert Model

Yue Wang, Zilong Zheng, Juntao Li, Zhihui Liu, Jinxiong Chang

Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents

Hao Wang, Tang Li, Chenhui Chu, Rui Wang, Pinpin Zhu

Towards Human-aligned Evaluation for Linear Programming Word Problems

Linzi Xing, Xinglu Wang, Yuxi Feng, Zhenan Fan, Jing Xiong

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database

Minjun Zhu, Yixuan Weng, Shizhu He, Kang Liu, Haifeng Liu

Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation

Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao

Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation

Prashant Krishnan, Zilong Wang, Yangkun Wang, Jingbo Shang

Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset

Santosh T.y.s.s., Nina Baumgartner, Matthias Stürmer, Matthias Grabmair, Joel Niklaus

Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data

Khadige Abboud, Gokmen Oz

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

Artem Abzaliev, Humberto Perez-Espinosa, Rada Mihalcea

Towards Cost-effective Multi-style Conversations: A Pilot Study in Task-oriented Dialogue Generation

Tiziano Labruna, Bernardo Magnini

Towards Comprehensive Language Analysis for Clinically Enriched Spontaneous Dialogue

Baris Karacan, Ankit Aich, Avery Quynh, Amy Pinkham, Philip Harvey

Towards Building the LEMI Readability Platform for Children’s Literature in the Romanian Language

Madalina Chitez, Mihai Dascalu, Aura Cristina Udrea, Cosmin Strilețchi, Karla Csuros

Towards a Zero-Data, Controllable, Adaptive Dialog System

Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu

Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework

Zhi Li, Yicheng Li, Hequan Ye, Yin Zhang

Towards a Unified Taxonomy of Deep Syntactic Relations

Kira Droganova, Daniel Zeman

Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches

Deepak Gupta, Kush Attal, Dina Demner-Fushman

Towards an Ideal Tool for Learner Error Annotation

Špela Arhar Holdt, Tomaž Erjavec, Iztok Kosem, Elena Volodina

Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data

Shinka Mori, Oana Ignat, Andrew Lee, Rada Mihalcea

Towards a Framework for Evaluating Explanations in Automated Fact Verification

Neema Kotonya, Francesca Toni

Towards a Danish Semantic Reasoning Benchmark - Compiled from Lexical-Semantic Resources for Assessing Selected Language Understanding Capabilities of Large Language Models

Bolette Pedersen, Nathalie Sørensen, Sussi Olsen, Sanni Nimb, Simon Gray

Towards a Corpus of Spoken Maltese: Korpus tal-Malti Mitkellem, KMM

Alexandra (Sandra) Vella, Sarah Agius, Aiden Williams, Claudia Borg

To Share or Not to Share: What Risks Would Laypeople Accept to Give Sensitive Data to Differentially-Private NLP Systems?

Christopher Weiss, Frauke Kreuter, Ivan Habernal

Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks

Manuel V. Loureiro, Steven Derby, Tri Kurniawan Wijaya

TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection

Jiamin Luo, Jingjing Wang, Guodong Zhou

Topic Detection and Tracking with Time-Aware Document Embeddings

Hang Jiang, Doug Beeferman, Weiquan Mao, Deb Roy

Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods

Tatiana Passali, Grigorios Tsoumakas

Topic Classification and Headline Generation for Maltese Using a Public News Corpus

Amit Kumar Chaudhary, Kurt Micallef, Claudia Borg

ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval

Yuanhang Zheng, Peng Li, Wei Liu, Yang Liu, Jian Luan

ToNER: Type-oriented Named Entity Recognition with Generative Language Model

Guochao Jiang, Ziqin Luo, Yuchen Shi, Dixuan Wang, Jiaqing Liang

To Learn or Not to Learn: Replaced Token Detection for Learning the Meaning of Negation

Gunjan Bhattarai, Katrin Erk

Token-length Bias in Minimal-pair Paradigm Datasets

Naoya Ueda, Masato Mita, Teruaki Oka, Mamoru Komachi

To Err Is Human, How about Medical Large Language Models? Comparing Pre-trained Language Models for Medical Assessment Errors and Reliability

Wen-wai Yim, Yujuan Fu, Asma Ben Abacha, Meliha Yetisgen

To Drop or Not to Drop? Predicting Argument Ellipsis Judgments: A Case Study in Japanese

Yukiko Ishizuki, Tatsuki Kuribayashi, Yuichiroh Matsubayashi, Ryohei Sasano, Kentaro Inui

TMFN: A Target-oriented Multi-grained Fusion Network for End-to-end Aspect-based Multimodal Sentiment Analysis

Di Wang, Yuzheng He, Xiao Liang, Yumin Tian, Shaofeng Li

Title-based Extractive Summarization via MRC Framework

Hongjin Kim, Jai-Eun Kim, Harksoo Kim

Time-aware COMET: A Commonsense Knowledge Model with Temporal Knowledge

Eiki Murata, Daisuke Kawahara

TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya

Hailay Kidu Teklehaymanot, Dren Fazlija, Niloy Ganguly, Gourab Kumar Patro, Wolfgang Nejdl

TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation

Fanheng Kong, Peidong Wang, Shi Feng, Daling Wang, Yifei Zhang

The Touché23-ValueEval Dataset for Identifying Human Values behind Arguments

Nailia Mirzakhmedova, Johannes Kiesel, Milad Alshomary, Maximilian Heinrich, Nicolas Handke

The Syntactic Acceptability Dataset (Preview): A Resource for Machine Learning and Linguistic Analysis of English

Tom S Juzek

The Swedish Parliament Corpus 1867 – 2022

Väinö Aleksi Yrjänäinen, Fredrik Mohammadi Norén, Robert Borges, Johan Jarlbrink, Lotta Åberg Brorsson

The Slovak Autistic and Non-Autistic Child Speech Corpus:Task-Oriented Child-Adult Interactions

Joanna Kruyt, Róbert Sabo, Katarína Polónyiová, Daniela Ostatníková, Stefan Benus

The SAMER Arabic Text Simplification Corpus

Bashar Alhafni, Reem Hazim, Juan David Pineros Liberato, Muhamed Al Khalil, Nizar Habash

The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

The Role of Creaky Voice in Turn Taking and the Perception of Speaker Stance: Experiments Using Controllable TTS

Harm Lameris, Eva Szekely, Joakim Gustafson

The RIP Corpus of Collaborative Hypothesis-Making

Ella Schad, Jacky Visser, Chris Reed

There’s Something New about the Italian Parliament: The IPSA Corpus

Valentino Frasnelli, Alessio Palmero Aprosio

The ParlaSent Multilingual Training Dataset for Sentiment Identification in Parliamentary Proceedings

Michal Mochtak, Peter Rupnik, Nikola Ljubešić

The ParCoLab Parallel Corpus and Its Extension to Four Regional Languages of France

Dejan Stosic, Saša Marjanović, Delphine Bernhard, Xavier Bach, Myriam Bras

Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios

Paulo Cavalin, Claudio Santos Pinhanez

The Open-World Lottery Ticket Hypothesis for OOD Intent Classification

Yunhua Zhou, Pengyu Wang, Peiju Liu, Yuxin Wang, Xipeng Qiu

The Onomastic Repertoire of the Roman d’Alexandre (ORNARE). Designing an Integrated Digital Onomastic Tool for Medieval French Romance

Marta Milazzo, Giorgio Maria Di Nunzio

The Low Saxon LSDC Dataset at Universal Dependencies

Janine Siewert, Jack Rueter

The Key Points: Using Feature Importance to Identify Shortcomings in Sign Language Recognition Models

Ruth M. Holmes, Ellen Rushe, Anthony Ventresque

The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer’s Disease Detection from Spontaneous Speech

Jonathan Heitz, Gerold Schneider, Nicolas Langer

The Impact of Stance Object Type on the Quality of Stance Detection

Maxwell A. Weinzierl, Sanda M. Harabagiu

The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment

Chris Chinenye Emezue, Ifeoma Okoh, Chinedu Emmanuel Mbonu, Chiamaka Chukwuneke, Daisy Monika Lal

The Ethical Question – Use of Indigenous Corpora for Large Language Models

Linda Wiechetek, Flammie Pirinen, Maja Lisa Kappfjell, Trond Trosterud, Børre Gaup

The Emergence of Semantic Units in Massively Multilingual Models

Andrea Gregor de Varda, Marco Marelli

The ELCo Dataset: Bridging Emoji and Lexical Composition

Zi Yun Yang, Ziqing Zhang, Yisong Miao

The Effects of Pretraining in Video-Guided Machine Translation

Ammon Shurtz, Lawry Sorenson, Stephen D. Richardson

The Distracted Ear: How Listeners Shape Conversational Dynamics

Auriane Boudin, Stéphane Rauzy, Roxane Bertrand, Magalie Ochs, Philippe Blache

The Corpus AIKIA: Using Ranking Annotation for Offensive Language Detection in Modern Greek

Stella Markantonatou, Vivian Stamou, Christina Christodoulou, Georgia Apostolopoulou, Antonis Balas

The Contextual Variability of English Nouns: The Impact of Categorical Specificity beyond Conceptual Concreteness

Giulia Rambelli, Marianna Bolognesi

The Challenges of Creating a Parallel Multilingual Hate Speech Corpus: An Exploration

Katerina Korre, Arianna Muti, Alberto Barrón-Cedeño

Textual Coverage of Eventive Entries in Lexical Semantic Resources

Eva Fučíková, Cristina Fernández Alcaina, Jan Hajic, Zdeňka Urešová

Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer

Pranav Arora, Selen Pehlivan, Jorma Laaksonen

Text Style Transfer Evaluation Using Large Language Models

Phil Ostheimer, Mayank Nagda, Marius Kloft, Sophie Fellenz

Text Filtering Classifiers for Medium-Resource Languages

Jón Daðason, Hrafn Loftsson

Text360Nav: 360-Degree Image Captioning Dataset for Urban Pedestrians Navigation

Chieko Nishimura, Shuhei Kurita, Yohei Seki