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ORCID63rd ACL 2025: Vienna, Austria - Student Research Workshop
- Jin Zhao, Mingyang Wang, Zhu Liu:
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. Association for Computational Linguistics 2025, ISBN 979-8-89176-254-1 - Frontmatter.
- Bonaventure F. P. Dossou:
Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models. 1-17 - Gabrielle Gaudeau:
Beyond the Gold Standard in Analytic Automated Essay Scoring. 18-39 - Georgii Levtsov, Dmitry Ustalov:
Confidence and Stability of Global and Pairwise Scores in NLP Evaluation. 40-52 - Simon Münker, Kai Kugler, Achim Rettinger:
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets. 53-63 - Bonaventure F. P. Dossou, Ines Arous, Jackie CK Cheung:
Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages. 64-78 - Enes Özeren, Yihong Liu, Hinrich Schütze:
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization. 79-96 - Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain, Aman Chadha, Amit P. Sheth, Amitava Das:
SEPSIS: I Can Catch Your Lies - A New Paradigm for Deception Detection. 97-128 - Md. Tanzib Hosain, Md. Kishor Morol:
Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? 129-142 - Yiran Rex Ma:
Do Androids Question Electric Sheep? A Multi-Agent Cognitive Simulation of Philosophical Reflection on Hybrid Table Reasoning. 143-164 - Euntae Choi, Sumin Song, Woosang Lim, Sungjoo Yoo:
Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free. 165-172 - Karahan Saritas, Çagatay Yildiz:
A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny. 173-185 - Quoc-Toan Nguyen
, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, Thomas Do, Chin-Teng Lin:
Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection. 186-202 - Jay Orten, Ammon Shurtz, Nancy Fulda, Stephen D. Richardson:
Neuron-Level Language Tag Injection Improves Zero-Shot Translation Performance. 203-212 - Utsav Shekhar, Radhika Mamidi:
Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio. 213-221 - Qi Feng, Yihong Liu, Hinrich Schütze:
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding. 222-239 - Nikolay Babakov, Ehud Reiter, Alberto Bugarín Diz:
CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery. 240-258 - Lam Nguyen, Yang Xu:
Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation. 259-275 - Jiahui Li, Roman Klinger:
iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop. 276-285 - Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago:
Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes. 286-296 - Seonglae Cho, Harryn Oh, Donghyun Lee, Luis Eduardo Rodrigues Vieira, Andrew Bermingham, Ziad El Sayed:
FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency. 297-314 - Ashmari Pramodya, Yusuke Sakai, Justin Vasselli, Hidetaka Kamigaito, Taro Watanabe:
Translating Movie Subtitles by Large Language Models using Movie-meta Information. 315-330 - Yiran Rex Ma, Shan Huang, Yuting Xu, Ziyu Zhou, Yuanxi Wei:
Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning. 331-354 - Daniil Gurgurov, Ivan Vykopal, Josef van Genabith, Simon Ostermann:
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages. 355-395 - Isabell Landwehr, Marie-Pauline Krielke, Stefania Degaetano-Ortlieb:
Exploring the Effect of Nominal Compound Structure in Scientific Texts on Reading Times of Experts and Novices. 396-408 - Amir Saeidi, Shivanshu Verma, Md Nayem Uddin, Chitta Baral:
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks. 409-421 - Youngjoon Jang, Seongtae Hong, Junyoung Son, Sungjin Park, Chanjun Park, Heuiseok Lim:
From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems. 422-433 - Samuele D'Avenia, Valerio Basile:
Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs. 434-454 - Seunguk Yu, Kyeonghyun Kim, Jungmin Yun, YoungBin Kim:
Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset. 455-469 - Benedetta Muscato:
Towards Multi-Perspective NLP Systems: A Thesis Proposal. 470-485 - Moemen Ebrahim, Shawkat Guirguis, Christine Basta:
Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions. 486-496 - Paul J. L. Ammann, Jonas Golde, Alan Akbik:
Question Decomposition for Retrieval-Augmented Generation. 497-507 - Chen Zhao, Yatu Ji, Qing-Dao-Er-Ji Ren, Nier Wu, Lei Shi, Fu Liu, Yepai Jia:
Neural Machine Translation for Agglutinative Languages via Data Rejuvenation. 508-516 - Maria Dziuba, Valentin Malykh:
StRuCom: A Novel Dataset of Structured Code Comments in Russian. 517-527 - Yepai Jia, Yatu Ji, Xiang Xue, Lei Shi, Qing-Dao-Er-Ji Ren, Nier Wu, Na Liu, Chen Zhao, Fu Liu:
A Semantic Uncertainty Sampling Strategy for Back-Translation in Low-Resources Neural Machine Translation. 528-538 - Laura Zeidler, Chris Jenkins, Filip Miletic, Sabine Schulte im Walde:
Spanish Dialect Classification: A Comparative Study of Linguistically Tailored Features, Unigrams and BERT Embeddings. 539-547 - Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan, Md. Rafi Ur Rashid:
SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains. 548-579 - Sean Kim, Hyuhng Joon Kim:
A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs. 580-595 - Shanshan Liu, Noriki Nishida, Rumana Ferdous Munne, Narumi Tokunaga, Yuki Yamagata, Kouji Kozaki, Yuji Matsumoto:
MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition. 596-607 - Zekun Wu, Seonglae Cho, Umar Mohammed, Cristian E. Muñoz Villalobos, Kleyton da Costa, Xin Guan, Theo King, Ze Wang, Emre Kazim, Adriano S. Koshiyama:
LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries. 608-656 - Hosein Rezaei, James Alfred Walker, Frank Soboczenski:
Interactive Text Games: Lookahead Is All You Need! 657-664 - Tabia Tanzin Prama, Md. Saiful Islam:
Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh. 665-677 - Ishita, Radhika Mamidi:
The Evolution of Gen Alpha Slang: Linguistic Patterns and AI Translation Challenges. 678-686 - Miyu Yamada, Yuki Arase:
Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation. 687-694 - Pascale Feldkamp, Alie Lassche, Katrine Frøkjær Baunvig, Kristoffer L. Nielbo, Yuri Bizzoni:
Fact from Fiction: Finding Serialized Novels in Newspapers. 695-707 - Irene Miani, Sara Stymne, Gregory R. Darwin:
Cross-Genre Learning for Old English Poetry POS Tagging. 708-724 - Jaya Caporusso, Matthew Purver, Senja Pollak:
A Computational Framework to Identify Self-Aspects in Text. 725-739 - Michele Ciletti:
Prompting the Muse: Generating Prosodically-Correct Latin Speech with Large Language Models. 740-745 - Niklas Hemken, Sai Koneru, Florian Jacob, Hannes Hartenstein, Jan Niehues:
Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents. 746-759 - Maeve Hutchinson, Radu Jianu, Aidan Slingsby, Jo Wood, Pranava Madhyastha:
Chart Question Answering from Real-World Analytical Narratives. 760-773 - Arthur Wuhrmann, Andrei Kucharavy, Anastasiia Kucherenko:
Low-Perplexity LLM-Generated Sequences and Where To Find Them. 774-783 - Kirill Tobola, Nikita O. Dorodnykh:
CoLeM: A framework for semantic interpretation of Russian-language tables based on contrastive learning. 784-794 - Robin Wagner, Emanuel Kitzelmann, Ingo Boersch:
Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference - a Systematic Literature Review. 795-805 - Ashish Kumar, Durga Toshniwal:
Semantic alignment in hyperbolic space for fine-grained emotion classification. 806-813 - Emiliana Pulido, Robert Pugh, Zoey Liu:
I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers. 814-822 - Georgy Andryushchenko, Vladimir V. Ivanov:
Evaluating Tokenizer Adaptation Methods for Large Language Models on Low-Resource Programming Languages. 823-833 - Mohammad Albinhassan, Pranava Madhyastha, Mark Law, Alessandra Russo:
Learning and Enforcing Context-Sensitive Control for LLMs. 834-842 - Grzegorz Piotrowski, Mateusz Bystronski, Mikolaj Holysz, Jakub Binkowski, Grzegorz Chodak, Tomasz Kajdanowicz:
When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length. 843-848 - Julian Schlenker, Jenny Kunz, Tatiana Anikina, Günter Neumann, Simon Ostermann:
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs. 849-871 - Ashish Kumar, Durga Toshniwal:
HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification. 872-883 - Ege Demirci, Rithwik Kerur, Ambuj Singh:
Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation. 884-897 - Rashid Mustafin:
Pragmatic Perspective on Assessing Implicit Meaning Interpretation in Sentiment Analysis Models. 898-907 - Jasper Meynard Araña, Kristine Ann M. Carandang, Ethan Robert A. Casin, Christian M. Alis, Daniel Stanley Tan, Erika Fille T. Legara, Christopher P. Monterola:
Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations. 908-918 - Yi-Jie Cheng, Oscar Chew, Yun-Nung Chen:
The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering. 919-928 - Vasu Jindal, Huijin Ju, Zili Lyu:
Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models. 929-938 - So Fukuda, Hayato Ogawa, Kaito Horio, Daisuke Kawahara, Tomohide Shibata:
Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity. 939-957 - Charles Alba, Benjamin C. Warner, Akshar Saxena, Jiaxin Huang, Ruopeng An:
Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text. 958-976 - Takuma Sato, Ai Kubota, Koji Mineshima:
Is Partial Linguistic Information Sufficient for Discourse Connective Disambiguation? A Case Study of Concession. 977-990 - Shogo Tsujimoto, Kosuke Yamada, Ryohei Sasano:
Semantic Frame Induction from a Real-World Corpus. 991-997 - Jonathan Sakunkoo, Annabella Sakunkoo:
Lost and Found: Computational Quality Assurance of Crowdsourced Knowledge on Morphological Defectivity in Wiktionary. 998-1003 - Takumi Goto, Justin Vasselli, Taro Watanabe:
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction. 1004-1015 - Leixin Zhang:
Proposal: From One-Fit-All to Perspective Aware Modeling. 1016-1025 - Nahyun Lee, Yeongseo Woo, Hyunwoo Ko, Guijin Son:
Controlling Language Confusion in Multilingual LLMs. 1026-1035 - Regina Nasyrova, Alexey Sorokin:
Grammatical Error Correction via Sequence Tagging for Russian. 1036-1050 - Ellen Yi-Ge, Jiechao Gao, Wei Han, Wei Zhu:
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models. 1051-1063 - Justin Hofenbitzer, Sebastian Schöning, Sebastian Belle, Jacqueline Lammert, Luise Modersohn, Martin Boeker, Diego Frassinelli:
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German. 1064-1078 - Nellia Dzhubaeva, Katharina Trinley, Laura Pissani:
Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing. 1079-1096 - Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento, Tony Mullen:
Exploiting contextual information to improve stance detection in informal political discourse with LLMs. 1097-1110 - Daniel Jorge Bernardo Ferreira, Tiago Melo Almeida, Sérgio Matos:
A Framework for Fine-Grained Complexity Control in Health Answer Generation. 1111-1131 - Benedictus Kent Rachmat, Thomas Gerald, Zheng Zhang, Cyril Grouin:
QA Analysis in Medical and Legal Domains: A Survey of Data Augmentation in Low-Resource Settings. 1132-1144 - Juyuan Zhang, Jiechao Gao, Wenwen Ouyang, Wei Zhu, Hui Yi Leong:
Time-LlaMA: Adapting Large Language Models for Time Series Modeling via Dynamic Low-rank Adaptation. 1145-1157 - Andrey Chirkin, Svetlana Kuznetsova, Maria Volina, Anna Dengina:
RusConText Benchmark: A Russian Language Evaluation Benchmark for Understanding Context. 1158-1170 - Pia Chouayfati, Niklas Herbster, Ábel Domonkos Sáfrán, Matthias Grabmair:
GenDLN: Evolutionary Algorithm-Based Stacked LLM Framework for Joint Prompt Optimization. 1171-1212 - Kavu Maithri Rao, Yasser Hamidullah, Eleftherios Avramidis:
Sign Language Video Segmentation Using Temporal Boundary Identification. 1213-1224 - Ruiqi Li, Li Chen:
LIP-NER: Literal Patterns Benefit LLM-Based NER. 1225-1238 - Sarah Fitterer, Dominik Gangl, Jannes Ulbrich:
Testing English News Articles for Lexical Homogenization Due to Widespread Use of Large Language Models. 1239-1245 - Rohit Kumar, Chandan Nolbaria:
Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation. 1246-1254
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