COLING 2024

2,170 papers

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis

Siyin Wang, Jie Zhou, Qin Chen, Qi Zhang, Tao Gui

Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction

Yijun Liu, Feifei Dai, Xiaoyan Gu, Minghui Zhai, Bo Li

Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark

Dainis A. Boumber, Fatima Zahra Qachfar, Rakesh Verma

Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling

Minghan Li, Eric Gaussier

Do Large Language Models Understand Mansplaining? Well, Actually...

Carla Perez Almendros, Jose Camacho-Collados

Do Language Models Care about Text Quality? Evaluating Web-Crawled Corpora across 11 Languages

Rik van Noord, Taja Kuzman, Peter Rupnik, Nikola Ljubešić, Miquel Esplà-Gomis

Does the Order Matter? Curriculum Learning over Languages

Leonardo Ranaldi, Giulia Pucci, Andre Freitas

Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer

Xinshuo Hu, Dongfang Li, Xiaoguang Li, Yuxiang Wu, Lifeng Shang

Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT

Youliang Yuan, Wenxuan Wang, Qingshuo Guo, Yiming Xiong, Chihao Shen

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study

Peiyu Liu, Zikang Liu, Ze-Feng Gao, Dawei Gao, Wayne Xin Zhao

Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation

Haiyang Zhang, Qiuyi Chen, Yuanjie Zou, Yushan Pan, Jia Wang

Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation

Bangze Pan, Yang Li, Suge Wang, Xiaoli Li, Deyu Li

DocScript: Document-level Script Event Prediction

Puneet Mathur, Vlad I. Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu

DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation

Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Karen

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs

Fengbin Zhu, Chao Wang, Fuli Feng, Zifeng Ren, Moxin Li

DMON: A Simple Yet Effective Approach for Argument Structure Learning

Sun Wei, Mingxiao Li, Jingyuan Sun, Jesse Davis, Marie-Francine Moens

Diversifying Question Generation over Knowledge Base via External Natural Questions

Shasha Guo, Jing Zhang, Xirui Ke, Cuiping Li, Hong Chen

Distribution Aware Metrics for Conditional Natural Language Generation

David M. Chan, Yiming Ni, David Ross, Sudheendra Vijayanarasimhan, Austin Myers

Distractor Generation Using Generative and Discriminative Capabilities of Transformer-based Models

Shiva Taslimipoor, Luca Benedetto, Mariano Felice, Paula Buttery

Distilling Causal Effect of Data in Continual Few-shot Relation Learning

Weihang Ye, Peng Zhang, Jing Zhang, Hui Gao, Moyao Wang

Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model

Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan, Weidong Xiao

Distillation with Explanations from Large Language Models

Hanyu Zhang, Xiting Wang, Xiang Ao, Qing He

Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization

Junzhe Liang, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang

DISRPT: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing

Chloé Braud, Amir Zeldes, Laura Rivière, Yang Janet Liu, Philippe Muller

Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation

Frederikus Hudi, Zhi Qu, Hidetaka Kamigaito, Taro Watanabe

Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification

Zhipeng Xie, Yahe Li

Discourse Structure for the Minecraft Corpus

Kate Thompson, Julie Hunter, Nicholas Asher

DiscoGeM 2.0: A Parallel Corpus of English, German, French and Czech Implicit Discourse Relations

Frances Yung, Merel Scholman, Šárka Zikánová, Vera Demberg

Disambiguating Homographs and Homophones Simultaneously: A Regrouping Method for Japanese

Yo Sato

DimA: A Parameter-efficient Fine-tuning Method with Knowledge Transfer Based on Transformer

Wenxuan Zhang, Min Huang, Zhuoyang Song, Qinghai Miao

DiffusionDialog: A Diffusion Model for Diverse Dialog Generation with Latent Space

Jianxiang Xiang, Zhenhua Liu, Haodong Liu, Yin Bai, Jia Cheng

Diffusion Based Counterfactual Augmentation for Dual Sentiment Classification

Dancheng Xin, Jiawei Yuan, Yang Li

Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction

Unggi Lee, Sungjun Yoon, Joon Seo Yun, Kyoungsoo Park, YoungHoon Jung

Did You Get It? A Zero-Shot Approach to Locate Information Transfers in Conversations

Eliot Maës, Hossam Boudraa, Philippe Blache, Leonor Becerra-Bonache

DiaSet: An Annotated Dataset of Arabic Conversations

Abraham Israeli, Aviv Naaman, Guy Maduel, Rawaa Makhoul, Dana Qaraeen

Dialogue Systems Can Generate Appropriate Responses without the Use of Question Marks?– a Study of the Effects of “?” for Spoken Dialogue Systems –

Tomoya Mizumoto, Takato Yamazaki, Katsumasa Yoshikawa, Masaya Ohagi, Toshiki Kawamoto

DGS-Fabeln-1: A Multi-Angle Parallel Corpus of Fairy Tales between German Sign Language and German Text

Fabrizio Nunnari, Eleftherios Avramidis, Cristina España-Bonet, Marco González, Anna Hennes

DGoT: Dynamic Graph of Thoughts for Scientific Abstract Generation

Xinyu Ning, Yutong Zhao, Yitong Liu, Hongwen Yang

Development of Community-Oriented Text-to-Speech Models for Māori ‘Avaiki Nui (Cook Islands Māori)

Jesin James, Rolando Coto-Solano, Sally Akevai Nicholas, Joshua Zhu, Bovey Yu

Development and Evaluation of Pre-trained Language Models for Historical Danish and Norwegian Literary Texts

Ali Al-Laith, Alexander Conroy, Jens Bjerring-Hansen, Daniel Hershcovich

Developing a Rhetorical Structure Theory Treebank for Czech

Lucie Poláková, Jiří Mírovský, Šárka Zikánová, Eva Hajičová

Developing a Benchmark for Pronunciation Feedback: Creation of a Phonemically Annotated Speech Corpus of isiZulu Language Learner Speech

Alexandra O’Neil, Nils Hjortnaes, Francis Tyers, Zinhle Nkosi, Thulile Ndlovu

Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation

Chengfeng Dou, Ying Zhang, Yanyuan Chen, Zhi Jin, Wenpin Jiao

Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts

Thibault Clerice

Detecting Offensive Language in an Open Chatbot Platform

Hyeonho Song, Jisu Hong, Chani Jung, Hyojin Chin, Mingi Shin

Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese

Felermino Dario Mario Ali, Henrique Lopes Cardoso, Rui Sousa-Silva

Detecting Impact Relevant Sections in Scientific Research

Maria Becker, Kanyao Han, HaeJin Lee, Antonina Werthmann, Rezvaneh Rezapour

Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics

Tyler A. Chang, Katrin Tomanek, Jessica Hoffmann, Nithum Thain, Erin MacMurray van Liemt

Detecting Cybercrimes in Accordance with Pakistani Law: Dataset and Evaluation Using PLMs

Faizad Ullah, Ali Faheem, Ubaid Azam, Muhammad Sohaib Ayub, Faisal Kamiran

Detecting Critical Errors Considering Cross-Cultural Factors in English-Korean Translation

Sugyeong Eo, Jungwoo Lim, Chanjun Park, DaHyun Jung, Seonmin Koo

Detecting Conceptual Abstraction in LLMs

Michaela Regneri, Alhassan Abdelhalim, Soeren Laue

DET: A Dual-Encoding Transformer for Relational Graph Embedding

Lingbing Guo, Zhuo Chen, Jiaoyan Chen, Qiang Zhang, Huajun Chen

Deriving Entity-Specific Embeddings from Multi-Entity Sequences

Connor Heaton, Prasenjit Mitra

Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification

Muhammad ElNokrashy, Badr AlKhamissi, Mona Diab

Depth Aware Hierarchical Replay Continual Learning for Knowledge Based Question Answering

Zhixiong Cao, Hai-Tao Zheng, Yangning Li, Jin Xu, Rongsheng Li

Dependencies over Times and Tools (DoTT)

Andy Luecking, Giuseppe Abrami, Leon Hammerla, Marc Rahn, Daniel Baumartz

Denoising Table-Text Retrieval for Open-Domain Question Answering

Deokhyung Kang, Baikjin Jung, Yunsu Kim, Gary Geunbae Lee

Denoising Labeled Data for Comment Moderation Using Active Learning

Andraž Pelicon, Vanja Mladen Karan, Ravi Shekhar, Matthew Purver, Senja Pollak

Demonstration Retrieval-Augmented Generative Event Argument Extraction

Shiming He, Yu Hong, Shuai Yang, Jianmin Yao, Guodong Zhou

DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning

Mengfei Du, Binhao Wu, Jiwen Zhang, Zhihao Fan, Zejun Li

DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset

Yubing Ren, Yanan Cao, Hao Li, Yingjie Li, Zixuan ZM Ma

DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing

Shaina Ashraf, Isabel Bezzaoui, Ionut Andone, Alexander Markowetz, Jonas Fegert

Deep Reinforcement Learning with Hierarchical Action Exploration for Dialogue Generation

Itsugun Cho, Ryota Takahashi, Yusaku Yanase, Hiroaki Saito

Deep Reinforcement Learning-based Dialogue Policy with Graph Convolutional Q-network

Kai Xu, Zhengyu Wang, Yuxuan Long, Qiaona Zhao

Deep Learning Based Named Entity Recognition Models for Recipes

Mansi Goel, Ayush Agarwal, Shubham Agrawal, Janak Kapuriya, Akhil Vamshi Konam

DEEM: Dynamic Experienced Expert Modeling for Stance Detection

Xiaolong Wang, Yile Wang, Sijie Cheng, Peng Li, Yang Liu

Deconstructing In-Context Learning: Understanding Prompts via Corruption

Namrata Shivagunde, Vladislav Lialin, Sherin Muckatira, Anna Rumshisky

Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition

Zihao Zheng, Zihan Zhang, Zexin Wang, Ruiji Fu, Ming Liu

Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs

Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan

Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs

Chenxi Sun, Hongzhi Zhang, Zijia Lin, Jingyuan Zhang, Fuzheng Zhang

DECM: Evaluating Bilingual ASR Performance on a Code-switching/mixing Benchmark

Enes Yavuz Ugan, Ngoc-Quan Pham, Alexander Waibel

Deciphering Emotional Landscapes in the Iliad: A Novel French-Annotated Dataset for Emotion Recognition

Davide Picca, John Pavlopoulos

Debiasing Multi-Entity Aspect-Based Sentiment Analysis with Norm-Based Data Augmentation

Scott Friedman, Joan Zheng, Hillel Steinmetz

Dealing with Data Scarcity in Spoken Question Answering

Merve Ünlü Menevşe, Yusufcan Manav, Ebru Arisoy, Arzucan Özgür

DDxGym: Online Transformer Policies in a Knowledge Graph Based Natural Language Environment

Benjamin Winter, Alexei Gustavo Figueroa Rosero, Alexander Loeser, Felix Alexander Gers, Nancy Katerina Figueroa Rosero

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding

Jianhao Yan, Jin Xu, Fandong Meng, Jie Zhou, Yue Zhang

Dataset of Quotation Attribution in German News Articles

Fynn Petersen-Frey, Chris Biemann

Dataset for Identification of Homophobia and Transphobia for Telugu, Kannada, and Gujarati

Prasanna Kumar Kumaresan, Rahul Ponnusamy, Dhruv Sharma, Paul Buitelaar, Bharathi Raja Chakravarthi

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks

Ileana Rugina, Rumen Dangovski, Li Jing, Preslav Nakov, Marin Soljacic

Data Drift in Clinical Outcome Prediction from Admission Notes

Paul Grundmann, Jens-Michalis Papaioannou, Tom Oberhauser, Thomas Steffek, Amy Siu

Data Collection Pipeline for Low-Resource Languages: A Case Study on Constructing a Tetun Text Corpus

Gabriel de Jesus, Sérgio Sobral Nunes

DARIUS: A Comprehensive Learner Corpus for Argument Mining in German-Language Essays

Nils-Jonathan Schaller, Andrea Horbach, Lars Ingver Höft, Yuning Ding, Jan Luca Bahr

DanteLLM: Let’s Push Italian LLM Research Forward!

Andrea Bacciu, Cesare Campagnano, Giovanni Trappolini, Fabrizio Silvestri

DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition

Yi-Cheng Wang, Hsin-Wei Wang, Bi-Cheng Yan, Chi-Han Lin, Berlin Chen

DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods

Lorenzo Lupo, Paul Bose, Mahyar Habibi, Dirk Hovy, Carlo Schwarz

DACL: Disfluency Augmented Curriculum Learning for Fluent Text Generation

Rohan Chaudhury, Maria Teleki, Xiangjue Dong, James Caverlee

Czech Dataset for Complex Aspect-Based Sentiment Analysis Tasks

Jakub Šmíd, Pavel Přibáň, Ondřej Pražák, Pavel Kral

CyberAgressionAdo-v2: Leveraging Pragmatic-Level Information to Decipher Online Hate in French Multiparty Chats

Anaïs Ollagnier

CWTM: Leveraging Contextualized Word Embeddings from BERT for Neural Topic Modeling

Zheng Fang, Yulan He, Rob Procter

CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval

Santosh T.y.s.s., Kristina Kaiser, Matthias Grabmair

Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition

Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha

CuRIAM: Corpus Re Interpretation and Metalanguage in U.S. Supreme Court Opinions

Michael Kranzlein, Nathan Schneider, Kevin Tobia

Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models

Ana Cimitan, Ana Alves Pinto, Michaela Geierhos

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai, Hieu Man, Nghia Trung Ngo

CTSM: Combining Trait and State Emotions for Empathetic Response Model

Yufeng Wang, Chao Chen, Zhou Yang, Shuhui Wang, Xiangwen Liao

CSSWiki: A Chinese Sentence Simplification Dataset with Linguistic and Content Operations

Fengkai Liu, John S. Y. Lee

Cross-type French Multiword Expression Identification with Pre-trained Masked Language Models

Van-Tuan Bui, Agata Savary

CrossTune: Black-Box Few-Shot Classification with Label Enhancement

Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li

Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets

Shadi Manafi, Nikhil Krishnaswamy

Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity

Sho Hoshino, Akihiko Kato, Soichiro Murakami, Peinan Zhang