COLING 2024

2,170 papers

Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning

Dingxin Hu, Xuanyu Zhang, Xingyue Zhang, YiYang Li, Dongsheng Chen

Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training

Guanlin Li, Xuechen Zhao, Amir Jafari, Wenhao Shao, Reza Farahbakhsh

Improving Copy-oriented Text Generation via EDU Copy Mechanism

Tianxiang Wu, Han Chen, Luozheng Qin, Ziqiang Cao, Chunhui Ai

Improving Continual Few-shot Relation Extraction through Relational Knowledge Distillation and Prototype Augmentation

Zhiheng Zhang, Daojian Zeng, Xue Bai

Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users

Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed

Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling

Chenhui Dou, Chen Gong, Zhenghua Li, Zhefeng Wang, Baoxing Huai

Improving Bengali and Hindi Large Language Models

Arif Shahriar, Denilson Barbosa

Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification

Hossam Zawbaa, Wael Rashwan, Sourav Dutta, Haytham Assem

Improved Neural Protoform Reconstruction via Reflex Prediction

Liang Lu, Jingzhi Wang, David R. Mortensen

Impoverished Language Technology: The Lack of (Social) Class in NLP

Amanda Cercas Curry, Zeerak Talat, Dirk Hovy

Impact of Task Adapting on Transformer Models for Targeted Sentiment Analysis in Croatian Headlines

Sofia Lee, Jelke Bloem

Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection

Huixuan Zhang, Xiaojun Wan

ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler

Paramita Mirza, Viju Sudhi, Soumya Ranjan Sahoo, Sinchana Ramakanth Bhat

ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation

Sayar Ghosh Roy, Jiawei Han

Ideological Knowledge Representation: Framing Climate Change in EcoLexicon

Arianne Reimerink, Melania Cabezas-García, Pilar León-Araúz, Pamela Faber

Identifying Source Language Expressions for Pre-editing in Machine Translation

Norizo Sakaguchi, Yugo Murawaki, Chenhui Chu, Sadao Kurohashi

Identifying Fine-grained Depression Signs in Social Media Posts

Augusto R. Mendes, Helena Caseli

Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence

Anthony Hughes, Xingyi Song

IDEM: The IDioms with EMotions Dataset for Emotion Recognition

Alexander Prochnow, Johannes E. Bendler, Caroline Lange, Foivos Ioannis Tzavellos, Bas Marco Göritzer

IDEATE: Detecting AI-Generated Text Using Internal and External Factual Structures

Quan Wang, Licheng Zhang, Zikang Guo, Zhendong Mao

IDC: Boost Text-to-image Retrieval via Indirect and Direct Connections

Guowei Ge, Kuangrong Hao, Lingguang Hao

IAD: In-Context Learning Ability Decoupler of Large Language Models in Meta-Training

Yuhan Liu, Xiuying Chen, Gao Xing, Ji Zhang, Rui Yan

HYRR: Hybrid Infused Reranking for Passage Retrieval

Jing LU, Keith Hall, Ji Ma, Jianmo Ni

HYPERTTS: Parameter Efficient Adaptation in Text to Speech Using Hypernetworks

Yingting Li, Rishabh Bhardwaj, Ambuj Mehrish, Bo Cheng, Soujanya Poria

HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering

Bin Wang, Fuyong Xu, Peiyu Liu, Zhenfang Zhu

Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems

Xiangping Zheng, Bo Wu, Alex X. Zhang, Wei Li

Hyperbolic Representations for Prompt Learning

Nan Chen, Xiangdong Su, Feilong Bao

Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion

Yancong Li, Xiaoming Zhang, Ying Cui, Shuai Ma

Hybrid of Spans and Table-Filling for Aspect-Level Sentiment Triplet Extraction

Minghua Nuo, Chaofan Guo

Human vs. Machine Perceptions on Immigration Stereotypes

Wolfgang S. Schmeisser-Nieto, Pol Pastells, Simona Frenda, Mariona Taulé

Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection

Tom Bourgeade, Zongmin Li, Farah Benamara, Véronique Moriceau, Jian Su

Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack

Ying Zhou, Ben He, Le Sun

Humanitarian Corpora for English, French and Spanish

Loryn Isaacs, Santiago Chambó, Pilar León-Araúz

Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese

Youheng W. Wong, Natalie Parde, Erdem Koyuncu

Human in the Loop: How to Effectively Create Coherent Topics by Manually Labeling Only a Few Documents per Class

Anton F. Thielmann, Christoph Weisser, Benjamin Säfken

HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization

Qiwei Peng, Yekun Chai, Xuhong Li

Human and System Perspectives on the Expression of Irony: An Analysis of Likelihood Labels and Rationales

Aaron Maladry, Alessandra Teresa Cignarella, Els Lefever, Cynthia Van Hee, Véronique Hoste

HuLU: Hungarian Language Understanding Benchmark Kit

Noémi Ligeti-Nagy, Gergő Ferenczi, Enikő Héja, László János Laki, Noémi Vadász

HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering

chen yang, Bin Cao, Jing Fan

How Well Can BERT Learn the Grammar of an Agglutinative and Flexible-Order Language? The Case of Basque.

Gorka Urbizu, Muitze Zulaika, Xabier Saralegi, Ander Corral

How to Understand “Support”? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding

Jiamin Luo, Jianing Zhao, Jingjing Wang, Guodong Zhou

How to Solve Few-Shot Abusive Content Detection Using the Data We Actually Have

Viktor Hangya, Alexander Fraser

How to Encode Domain Information in Relation Classification

Elisa Bassignana, Viggo Unmack Gascou, Frida Nøhr Laustsen, Gustav Kristensen, Marie Haahr Petersen

How to Do Politics with Words: Investigating Speech Acts in Parliamentary Debates

Ines Reinig, Ines Rehbein, Simone Paolo Ponzetto

How Susceptible Are LLMs to Logical Fallacies?

Amirreza Payandeh, Dan Pluth, Jordan Hosier, Xuesu Xiao, Vijay K. Gurbani

How Speculative Can Speculative Decoding Be?

Zhuorui Liu, Chen Zhang, Dawei Song

How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset

Akash Ghosh, Venkata Sahith Bathini, Niloy Ganguly, Pawan Goyal, Mayank Singh

How Much Do Robots Understand Rudeness? Challenges in Human-Robot Interaction

Michael Andrew Orme, Yanchao Yu, Zhiyuan Tan

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study

Tianjie Ju, Weiwei Sun, Wei Du, Xinwei Yuan, Zhaochun Ren

How Important Is Tokenization in French Medical Masked Language Models?

Yanis Labrak, Adrien Bazoge, Béatrice Daille, Mickael Rouvier, Richard Dufour

How Good Are LLMs at Out-of-Distribution Detection?

Bo Liu, Li-Ming Zhan, Zexin Lu, Yujie Feng, Lei Xue

How Gender Interacts with Political Values: A Case Study on Czech BERT Models

Adnan Al Ali, Jindřich Libovický

How Far Is Too Far? Studying the Effects of Domain Discrepancy on Masked Language Models

Subhradeep Kayal, Alexander Rakhlin, Ali Dashti, Serguei Stepaniants

How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena

Marco Gaido, Sara Papi, Matteo Negri, Luisa Bentivogli

How Diplomats Dispute: The UN Security Council Conflict Corpus

Karolina Zaczynska, Peter Bourgonje, Manfred Stede

HoLM: Analyzing the Linguistic Unexpectedness in Homeric Poetry

John Pavlopoulos, Ryan Sandell, Maria Konstantinidou, Chiara Bozzone

High-Order Semantic Alignment for Unsupervised Fine-Grained Image-Text Retrieval

RUI GAO, Miaomiao Cheng, Xu Han, Wei Song

High-order Joint Constituency and Dependency Parsing

Yanggan Gu, Yang Hou, Zhefeng Wang, Xinyu Duan, Zhenghua Li

Hierarchical Topic Modeling via Contrastive Learning and Hyperbolic Embedding

Zhicheng Lin, HeGang Chen, Yuyin Lu, Yanghui Rao, Hao Xu

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

Hieu Man, Chien Van Nguyen, Nghia Trung Ngo, Linh Ngo, Franck Dernoncourt

Hierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documents

Jaeyoung Lee, Joonwon Jang, Misuk Kim

HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking

Juraj Vladika, Phillip Schneider, Florian Matthes

Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models

Oana Ignat, Zhijing Jin, Artem Abzaliev, Laura Biester, Santiago Castro

Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing

Zhenyu Qian, Yiming Qian, Yuting Song, Fei Gao, Hai Jin

HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text

Ritesh Kumar, Ojaswee Bhalla, Madhu Vanthi, Shehlat Maknoon Wani, Siddharth Singh

Halwasa: Quantify and Analyze Hallucinations in Large Language Models: Arabic as a Case Study

Hamdy Mubarak, Hend Al-Khalifa, Khaloud Suliman Alkhalefah

HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models

Guijin Son, Hanwool Lee, Suwan Kim, Huiseo Kim, Jae cheol Lee

Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language

Alistair Plum, Tharindu Ranasinghe, Christoph Purschke

Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline

Haopeng Ren, Yushi Zeng, Yi Cai, Zhenqi Ye, Li Yuan

GRIT: A Dataset of Group Reference Recognition in Italian

Sergio E. Zanotto, Qi Yu, Miriam Butt, Diego Frassinelli

GreekBART: The First Pretrained Greek Sequence-to-Sequence Model

Iakovos Evdaimon, Hadi Abdine, Christos Xypolopoulos, Stamatis Outsios, Michalis Vazirgiannis

Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking

Taha Aksu, Nancy Chen

Grammatical Error Correction for Code-Switched Sentences by Learners of English

Kelvin Wey Han Chan, Christopher Bryant, Li Nguyen, Andrew Caines, Zheng Yuan

Gramble: A Tabular Programming Language for Collaborative Linguistic Modeling

Patrick Littell, Darlene Stewart, Fineen Davis, Aidan Pine, Roland Kuhn

Gradient Consistency-based Parameter Allocation for Multilingual Neural Machine Translation

Wenshuai Huo, Xiaocheng Feng, Yichong Huang, Chengpeng Fu, Hui Wang

GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages

Ariel Ekgren, Amaru Cuba Gyllensten, Felix Stollenwerk, Joey Öhman, Tim Isbister

GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection?

Yiping Jin, Leo Wanner, Alexander Shvets

GPTEval: A Survey on Assessments of ChatGPT and GPT-4

Rui Mao, Guanyi Chen, Xulang Zhang, Frank Guerin, Erik Cambria

GPT-3.5 for Grammatical Error Correction

Anisia Katinskaia, Roman Yangarber

Gos 2: A New Reference Corpus of Spoken Slovenian

Darinka Verdonik, Kaja Dobrovoljc, Tomaž Erjavec, Nikola Ljubešić

Good or Bad News? Exploring GPT-4 for Sentiment Analysis for Faroese on a Public News Corpora

Iben Nyholm Debess, Annika Simonsen, Hafsteinn Einarsson

GOLEM: GOld Standard for Learning and Evaluation of Motifs

W. Victor Yarlott, Anurag Acharya, Diego Castro Estrada, Diana Gomez, Mark Finlayson

GMEG-EXP: A Dataset of Human- and LLM-Generated Explanations of Grammatical and Fluency Edits

S. Magalí López Cortez, Mark Josef Norris, Steve Duman

GlotScript: A Resource and Tool for Low Resource Writing System Identification

Amir Hossein Kargaran, François Yvon, Hinrich Schütze

Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition

Lei Zeng, Ruifang He, Haowen Sun, Jing Xu, Chang Liu

GLAMR: Augmenting AMR with GL-VerbNet Event Structure

Jingxuan Tu, Timothy Obiso, Bingyang Ye, Kyeongmin Rim, Keer Xu

GIL-GALaD: Gender Inclusive Language - German Auto-Assembled Large Database

Anna-Katharina Dick, Matthias Drews, Valentin Pickard, Victoria Pierz

GERMS-AT: A Sexism/Misogyny Dataset of Forum Comments from an Austrian Online Newspaper

Brigitte Krenn, Johann Petrak, Marina Kubina, Christian Burger

German SRL: Corpus Construction and Model Training

Maxim Konca, Andy Luecking, Alexander Mehler

German Parliamentary Corpus (GerParCor) Reloaded

Giuseppe Abrami, Mevlüt Bagci, Alexander Mehler

German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset

Laura Mascarell, Ribin Chalumattu, Annette Rios

GerDISDETECT: A German Multilabel Dataset for Disinformation Detection

Mina Schütz, Daniela Pisoiu, Daria Liakhovets, Alexander Schindler, Melanie Siegel

Geographically-Informed Language Identification

Jonathan Dunn, Lane Edwards-Brown

GENTRAC: A Tool for Tracing Trauma in Genocide and Mass Atrocity Court Transcripts

Miriam Schirmer, Christian Brechenmacher, Endrit Jashari, Juergen Pfeffer

Generative Multimodal Entity Linking

Senbao Shi, Zhenran Xu, Baotian Hu, Min Zhang

Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking

Damien Sileo, Kanimozhi Uma, Marie-Francine Moens

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification

Zhijian Li, Stefan Larson, Kevin Leach

Generating Contextual Images for Long-Form Text

Avijit Mitra, Nalin Gupta, Chetan Naik, Abhinav Sethy, Kinsey Bice

Generating Clarification Questions for Disambiguating Contracts

Anmol Singhal, Chirag Jain, Preethu Rose Anish, Arkajyoti Chakraborty, Smita Ghaisas

Gendered Grammar or Ingrained Bias? Exploring Gender Bias in Icelandic Language Models

Steinunn Rut Friðriksdóttir, Hafsteinn Einarsson