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31st COLING 2025: Abu Dhabi, UAE
- Owen Rambow, Leo Wanner, Marianna Apidianaki, Hend Al-Khalifa, Barbara Di Eugenio, Steven Schockaert:
Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025. Association for Computational Linguistics 2025, ISBN 979-8-89176-196-4 - Frontmatter.
- Dayuan Fu, Jianzhao Huang, Siyuan Lu, Guanting Dong, Yejie Wang, Keqing He, Weiran Xu:
PreAct: Prediction Enhances Agent's Planning Ability. 1-16 - Pablo Álvarez-Ojeda, Maria Victoria Cantero Romero, Anastasia Semikozova, Arturo Montejo-Ráez:
The PRECOM-SM Corpus: Gambling in Spanish Social Media. 17-28 - Jerry Huang:
How Well Can a Long Sequence Model Model Long Sequences? Comparing Architectural Inductive Biases on Long-Context Abilities. 29-39 - Kaiwei Sun, Mi Tian:
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis. 40-49 - Chihan Huang, Xiaobo Shen:
PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation. 50-60 - Dancheng Xin, Kaiqi Zhao, Jingyun Sun, Yang Li:
CDA⌃2: Counterfactual Diffusion Augmentation for Cross-Domain Adaptation in Low-Resource Sentiment Analysis. 61-72 - Yuwei Zhao, Ziyang Luo, Yuchen Tian, Hongzhan Lin, Weixiang Yan, Annan Li, Jing Ma:
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? 73-95 - Tianshu Wang, Xiaoyang Chen, Hongyu Lin, Xuanang Chen, Xianpei Han, Le Sun, Hao Wang, Zhenyu Zeng:
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching. 96-109 - Jiayi Deng, Chen Chen, Chunyan Hou, Xiaojie Yuan:
InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning. 110-122 - Lanrui Wang, Jiangnan Li, Chenxu Yang, Zheng Lin, Hongyin Tang, Huan Liu, Yanan Cao, Jingang Wang, Weiping Wang:
Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense Inference. 123-140 - Zhuo Chen, Yin Fang, Yichi Zhang, Lingbing Guo, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen, Wen Zhang:
Noise-powered Multi-modal Knowledge Graph Representation Framework. 141-155 - Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui, Xuanjing Huang:
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios. 156-187 - Zesheng Liu, Qiannan Zhu, Cuiping Li, Hong Chen:
Federated Incremental Named Entity Recognition. 188-198 - Xinyuan Li, Yunshi Lan:
Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction. 199-213 - Arif Ahmad, Mothika Gayathri Khyathi, Pushpak Bhattacharyya:
Looks can be Deceptive: Distinguishing Repetition Disfluency from Reduplication. 214-229 - Jihwan Oh, Jeonghwan Choi, Nicole Hee-Yeon Kim, Taewon Yun, Hwanjun Song:
Learning to Verify Summary Facts with Fine-Grained LLM Feedback. 230-242 - Tao Fan, Guoqiang Ma, Yan Kang, Hanlin Gu, Yuanfeng Song, Lixin Fan, Kai Chen, Qiang Yang:
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models. 243-255 - Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation. 256-268 - Peng Xia, Xingtong Yu, Ming Hu, Lie Ju, Zhiyong Wang, Peibo Duan, Zongyuan Ge:
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding. 269-280 - Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji:
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. 281-296 - Minghao Wu, Alham Fikri Aji:
Style Over Substance: Evaluation Biases for Large Language Models. 297-312 - Xinjing Liu, Ruifan Li, Shuqin Ye, Guangwei Zhang, Xiaojie Wang:
Multimodal Aspect-Based Sentiment Analysis under Conditional Relation. 313-323 - Adam Meyers, Advait Pravin Savant, John E. Ortega:
Semantic Role Labeling of NomBank Partitives. 324-336 - Dongjun Lee, Choongwon Park, Jaehyuk Kim, Heesoo Park:
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation. 337-353 - He Cao, Zijing Liu, Xingyu Lu, Yuan Yao, Yu Li:
InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery. 354-379 - Kuntao Li, Yifan Chen, Qiaofeng Wu, Weixing Mai, Fenghuan Li, Yun Xue:
Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection. 380-391 - Thomas Sebbag, Solen Quiniou, Nicolas Stucky, Emmanuel Morin:
AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents. 392-406 - Thibaut Thonet, Laurent Besacier, Jos Rozen:
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models. 407-428 - Shutong Jia, Biwei Cao, Qingqing Gao, Jiuxin Cao, Bo Liu:
Positive Text Reframing under Multi-strategy Optimization. 429-447 - Haoyu Huang, Tong Niu, Rui Yang, Luping Shi:
RAM2C: A Liberal Arts Educational Chatbot based on Retrieval-augmented Multi-role Multi-expert Collaboration. 448-458 - Yuxuan Feng, Qian Chen, Qianyou Wu, Xin Guo, Suge Wang:
SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction. 459-468 - Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze:
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data. 469-495 - Zhiyu Cao, Peifeng Li, Qiaoming Zhu, Yaxin Fan:
Two-stage Incomplete Utterance Rewriting on Editing Operation. 496-507 - Jingyao Li, Han Shi, Sitong Wu, Chuanyang Zheng, Zhenguo Li, Xin Jiang, Hong Xu, Jiaya Jia:
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models. 508-528 - Liping Wang, Shichao Li, Hui Wang, Yuyan Gao, Mingyao Wei:
SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation. 529-539 - Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li:
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. 540-557 - Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? 558-573 - Hao Wang, Minghua Nuo, Shan Jiang:
Knowledge Graph Entity Typing with Curriculum Contrastive Learning. 574-583 - Zihui Wu, Haichang Gao, Jianping He, Ping Wang:
The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models. 584-592 - Yimin Tian, Bolin Zhang, Zhiying Tu, Dianhui Chu:
Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method. 593-605 - Xianfu Cheng, Hang Zhang, Jian Yang, Xiang Li, Weixiao Zhou, Fei Liu, Kui Wu, Xiangyuan Guan, Tao Sun, Xianjie Wu, Tongliang Li, Zhoujun Li:
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser. 606-620 - Ingroj Shrestha, Padmini Srinivasan:
Debiasing by obfuscating with 007-classifiers promotes fairness in multi-community settings. 621-636 - Rui Gong, Zuyun Jiang, Daren Zha:
Graph Representation Learning in Hyperbolic Space via Dual-Masked. 637-646 - Caihong Mu, Keyang Zhang, Jialiang Zhou, Yi Liu:
Perturbation-driven Dual Auxiliary Contrastive Learning for Collaborative Filtering Recommendation. 647-657 - Haobo Zhang, Qiannan Zhu, Zhicheng Dou:
Enhancing Reranking for Recommendation with LLMs through User Preference Retrieval. 658-671 - Zijie Zhong, Linqing Zhong, Zhaoze Sun, Qingyun Jin, Zengchang Qin, Xiaofan Zhang:
SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task. 672-692 - Fangwei Zhu, Damai Dai, Zhifang Sui:
Language Models Encode the Value of Numbers Linearly. 693-709 - Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Jie Zhou, Aimin Zhou, Man Lan, Yang Chong:
FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models. 710-725 - Nguyen Binh Nguyen, Yang He:
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding. 726-739 - Zhe Chen, Pengjie Ren, Fuhui Sun, Xiaoyan Wang, Yujun Li, Siwen Zhao, Tengyi Yang:
SLARD: A Chinese Superior Legal Article Retrieval Dataset. 740-754 - Nuo Chen, Hongguang Li, Jianhui Chang, Juhua Huang, Baoyuan Wang, Jia Li:
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations. 755-773 - Junrui Wang, Mengyang Qiu, Yang Gu, Zihao Huang, Jungyeul Park:
Refined Evaluation for End-to-End Grammatical Error Correction Using an Alignment-Based Approach. 774-785 - Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh, Adrian Weller:
LLMs on interactive feature collections with implicit dynamic decision strategy. 786-811 - Shiyu Wang, Gang Zhou, Jicang Lu, Jing Chen, Ningbo Huang:
Pre-trained Semantic Interaction based Inductive Graph Neural Networks for Text Classification. 812-827 - Jianyu Liu, Yi Huang, Sheng Bi, Junlan Feng, Guilin Qi:
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM. 828-840 - Zhongquan Jian, Daihang Wu, Shaopan Wang, Yancheng Wang, Junfeng Yao, Meihong Wang, Qingqiang Wu:
AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification. 841-854 - Jiuding Yang, Shengyao Lu, Weidong Guo, Xiangyang Li, Kaitong Yang, Yu Xu, Di Niu:
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution. 855-869 - Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu, Qing Li:
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following. 870-885 - Wenlin Zhang, Chuhan Wu, Xiangyang Li, Yuhao Wang, Kuicai Dong, Yichao Wang, Xinyi Dai, Xiangyu Zhao, Huifeng Guo, Ruiming Tang:
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations. 886-896 - Dengzhao Fang, Jipeng Qiang, Xiaoye Ouyang, Yi Zhu, Yunhao Yuan, Yun Li:
Collaborative Document Simplification Using Multi-Agent Systems. 897-912 - Wenkai Yang, Yankai Lin, Jie Zhou, Ji-Rong Wen:
Distilling Rule-based Knowledge into Large Language Models. 913-932 - Wenkai Yang, Yunzhuo Hao, Yankai Lin:
Exploring Backdoor Vulnerabilities of Chat Models. 933-946 - Paul Lerner, François Yvon:
Towards the Machine Translation of Scientific Neologisms. 947-963 - Haowei Xu, Chao Gao, Xianghua Li, Zhen Wang:
HyperIDP: Customizing Temporal Hypergraph Neural Networks for Multi-Scale Information Diffusion Prediction. 964-977 - Rui Yang, Rajiv Gupta:
Enhancing multi-modal Relation Extraction with Reinforcement Learning Guided Graph Diffusion Framework. 978-988 - Yuanxiang Huangfu, Peifeng Li, Yaxin Fan, Qiaoming Zhu:
Non-Emotion-Centric Empathetic Dialogue Generation. 989-999 - Chunlei Xin, Shuheng Zhou, Xuanang Chen, Yaojie Lu, Huijia Zhu, Weiqiang Wang, Zhongyi Liu, Xianpei Han, Le Sun:
Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering. 1000-1012 - Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang:
Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. 1013-1026 - Jan Philip Wahle, Terry Lima Ruas, Mohamed Abdalla, Bela Gipp, Saif M. Mohammad:
Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields. 1027-1044 - Yanxu Mao, Peipei Liu, Tiehan Cui, Congying Liu, Datao You:
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation. 1045-1056 - Suhuang Wu, Huimin Wang, Yutian Zhao, Xian Wu, Yefeng Zheng, Wei Li, Hui Li, Rongrong Ji:
Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs. 1057-1068 - Xiang Li, Chen Shi, Yong Xu, Jun Huang:
LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks. 1069-1079 - Xiangci Li, Jessica Ouyang:
Explaining Relationships Among Research Papers. 1080-1105 - Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen:
From Generalist to Specialist: A Survey of Large Language Models for Chemistry. 1106-1123 - Milad Alshomary, Narutatsu Ri, Marianna Apidianaki, Ajay Patel, Smaranda Muresan, Kathleen R. McKeown:
Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution. 1124-1135 - Haixiang Zhu, Lixian Su, ShuangMing Mao, Jing Ye:
Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing. 1136-1149 - Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller, Vera Schmitt:
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem. 1150-1167 - Minchong Li, Feng Zhou, Xiaohui Song:
BiLD: Bi-directional Logits Difference Loss for Large Language Model Distillation. 1168-1182 - Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan, Hasnaen Adil, Khondker Salman Sayeed, Haz Sameen Shahgir:
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs. 1183-1200 - Julia Watson, Sophia S. Lee, Barend Beekhuizen, Suzanne Stevenson:
Do language models practice what they preach? Examining language ideologies about gendered language reform encoded in LLMs. 1201-1223 - Jiong Wang, Jie Liu:
T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring. 1224-1236 - Jiachen Zhao, Shizhou Huang, Xin Lin:
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images. 1237-1246 - Xuebin Wang, Lei Zhang, Zhenghua Li, Shilin Zhou, Chen Gong, Yang Hou:
Mining Word Boundaries from Speech-Text Parallel Data for Cross-domain Chinese Word Segmentation. 1247-1257 - Changkai Ji, Bowen Zhao, Zhuoyao Wang, Yingwen Wang, Yuejie Zhang, Ying Cheng, Rui Feng, Xiaobo Zhang:
RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents. 1258-1277 - Wanlong Liu, Enqi Zhang, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen:
A Compressive Memory-based Retrieval Approach for Event Argument Extraction. 1278-1293 - Yupei Du, Albert Gatt, Dong Nguyen:
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics. 1294-1308 - Hour Kaing, Raj Dabre, Haiyue Song, Van-Hien Tran, Hideki Tanaka, Masao Utiyama:
PrahokBART: A Pre-trained Sequence-to-Sequence Model for Khmer Natural Language Generation. 1309-1322 - Longzhou Liu, Chenglong Xiao, Shanshan Wang, Tingwen Liu:
Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning. 1323-1332 - Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Shengping Liu, Kang Liu, Jun Zhao:
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering. 1333-1352 - Ali Al-Laith, Alexander Conroy, Jens Bjerring-Hansen, Bolette S. Pedersen, Carsten Levisen, Daniel Hershcovich:
Dying or Departing? Euphemism Detection for Death Discourse in Historical Texts. 1353-1364 - Chenhan Fu, Guoming Wang, Juncheng Li, Wenqiao Zhang, Rongxing Lu, Siliang Tang:
ITERATE: Image-Text Enhancement, Retrieval, and Alignment for Transmodal Evolution with LLMs. 1365-1376 - Zhe Yang, Tiantian Liang:
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation. 1377-1386 - Gautier Dagan, Olga Loginova, Anil Batra:
CAST: Cross-modal Alignment Similarity Test for Vision Language Models. 1387-1402 - Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao:
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models. 1403-1412 - Taichi Aida, Danushka Bollegala:
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes. 1413-1437 - Ubaid Azam, Imran Razzak, Shelly Vishwakarma, Shoaib Jameel:
Uncertainty Modelling in Under-Represented Languages with Bayesian Deep Gaussian Processes. 1438-1450 - Daryna Dementieva, Valeriia Khylenko, Georg Groh:
Cross-lingual Text Classification Transfer: The Case of Ukrainian. 1451-1464 - Dongge Han, Trevor McInroe, Adam Jelley, Stefano V. Albrecht, Peter Bell, Amos J. Storkey:
LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots. 1465-1474 - Rui Bai, Di Lu, Shihao Ran, Elizabeth M. Olson, Hemank Lamba, Aoife Cahill, Joel R. Tetreault, Alejandro Jaimes:
CEHA: A Dataset of Conflict Events in the Horn of Africa. 1475-1495 - T. Y. S. S. Santosh, Hassan Sarwat, Matthias Grabmair:
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval. 1496-1502 - Biao Hu, Zhen Huang, Minghao Hu, Pinglv Yang, Peng Qiao, Yong Dou, Zhilin Wang:
Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction. 1503-1519 - Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu:
Taxonomy-Guided Zero-Shot Recommendations with LLMs. 1520-1530 - Shannan Liu, Peifeng Li, Yaxin Fan, Qiaoming Zhu:
Enhancing Multi-party Dialogue Discourse Parsing with Explanation Generation. 1531-1544 - Shuo Xie, Fangzhi Zhu, Jiahui Wang, Lulu Wen, Wei Dai, Xiaowei Chen, Junxiong Zhu, Kai Zhou, Bo Zheng:
MPPO: Multi Pair-wise Preference Optimization for LLMs with Arbitrary Negative Samples. 1545-1554 - Seongmin Mun, Gyu-Ho Shin:
Polysemy Interpretation and Transformer Language Models: A Case of Korean Adverbial Postposition -(u)lo. 1555-1561 - Ekai Hashimoto, Mikio Nakano, Takayoshi Sakurai, Shun Shiramatsu, Toshitake Komazaki, Shiho Tsuchiya:
A Career Interview Dialogue System using Large Language Model-based Dynamic Slot Generation. 1562-1584 - Yang Zhao, Masayasu Muraoka, Issei Yoshida, Bishwaranjan Bhattacharjee, Hiroshi Kanayama:
A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification. 1585-1599 - Xin Tan, Bowei Zou, Ai Ti Aw:
Improving Explainable Fact-Checking with Claim-Evidence Correlations. 1600-1612 - Hajime Kiyama, Taichi Aida, Mamoru Komachi, Toshinobu Ogiso, Hiroya Takamura, Daichi Mochihashi:
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices. 1613-1631 - Minjae Lee, Youngbin Noh, Seung Jin Lee:
A Testset for Context-Aware LLM Translation in Korean-to-English Discourse Level Translation. 1632-1646 - Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua Zhou:
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning. 1647-1659 - Zheyuan Zhang:
A Combinatorial Approach to Neural Emergent Communication. 1660-1666 - Hongyu Yang, Jiahui Hou, Liyang He, Rui Li:
Multi-perspective Preference Alignment of LLMs for Programming-Community Question Answering. 1667-1682 - Zhenhua Liu, Tong Zhu, Chuanyuan Tan, Wenliang Chen:
Learning to Refuse: Towards Mitigating Privacy Risks in LLMs. 1683-1698 - Minjie Qiang, Zhongqing Wang, Shoushan Li, Guodong Zhou:
Exploring Unified Training Framework for Multimodal User Profiling. 1699-1710 - Takumi Goto, Hiroyoshi Nagao, Yuta Koreeda:
Acquiring Bidirectionality via Large and Small Language Models. 1711-1717 - Guanchen Li, Xiandong Zhao, Lian Liu, Zeping Li, Yixing Xu, Dong Li, Lu Tian, Jie He, Ashish Sirasao, Emad Barsoum:
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism. 1718-1735 - Qiyuan He, Yizhong Wang, Jianfei Yu, Wenya Wang:
Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts. 1736-1753 - Diandian Guo, Cong Cao, Fangfang Yuan, Yanbing Liu, Guangjie Zeng, Xiaoyan Yu, Hao Peng, Philip S. Yu:
Multi-View Incongruity Learning for Multimodal Sarcasm Detection. 1754-1766 - Mario Mina, Valle Ruíz-Fernández, Júlia Falcão, Luis Vasquez-Reina, Aitor Gonzalez-Agirre:
Cognitive Biases, Task Complexity, and Result Intepretability in Large Language Models. 1767-1784 - Shalaka Satheesh, Katharina Beckh, Katrin Klug, Héctor Allende-Cid, Sebastian Houben, Teena Hassan:
Robustness Evaluation of the German Extractive Question Answering Task. 1785-1801 - Bo Xu, Haiqi Jiang, Jie Wei, Hongyu Jing, Ming Du, Hui Song, Hongya Wang, Yanghua Xiao:
Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation. 1802-1812 - Zheyu Zhao, Zhongqing Wang, Shichen Li, Hongling Wang, Guodong Zhou:
Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media. 1813-1823 - Rik van Noord, Miquel Esplà-Gomis, Malina Chichirau, Gema Ramírez-Sánchez, Antonio Toral:
Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora. 1824-1838