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ORCIDTransactions of the Association for Computational Linguistics, Volume 13
Volume 13, 2025
- Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, Pranesh Srinivasan, Fantine Huot, Jonathan Berant, Mark Yatskar, Dipanjan Das, Mirella Lapata, Chris Alberti:
Dolomites: Domain-Specific Long-Form Methodical Tasks. 1-29 - Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos:
CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems. 53-72 - Jianhui Pang, Fanghua Ye, Derek Fai Wong, Dian Yu, Shuming Shi, Zhaopeng Tu, Longyue Wang:
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models. 73-95 - Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell, Alex Warstadt:
Investigating Critical Period Effects in Language Acquisition through Neural Language Models. 96-120 - Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar, Tianxing He, Noah A. Smith, Navin Goyal, Yulia Tsvetkov:
Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers. 121-141 - Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Matthias Ruppik
, Renato Vukovic, Milica Gasic:
A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction. 167-187 - Jikai Wang, Yi Su, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Min Zhang:
OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure. 188-199 - Lena Strobl, Dana Angluin, David Chiang, Jonathan Rawski, Ashish Sabharwal:
Transformers as Transducers. 200-219 - Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Lyudmila Rvanova, Daniil Vasilev, Akim Tsvigun, Sergey Petrakov, Rui Xing, Abdelrahman Boda Sadallah, Kirill Grishchenkov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov:
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. 220-248 - Ruihao Chen, Hegang Chen, Yuyin Lu, Yanghui Rao, Chunjiang Zhu:
Supervised Neural Topic Modeling with Label Alignment. 249-263 - Josip Jukic, Jan Snajder:
From Robustness to Improved Generalization and Calibration in Pre-trained Language Models. 264-280 - Sara Papi, Peter Polák, Dominik Machácek, Ondrej Bojar:
How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System? 281-313 - Jing Yang, Max Glockner, Anderson Rocha, Iryna Gurevych:
Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks. 314-342 - Xiao Pu, Hao Wu, Xiuli Bi, Yu Wu, Xinbo Gao:
DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection. 343-356 - Xiaohao Yang, He Zhao, Dinh Q. Phung, Wray L. Buntine, Lan Du:
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models. 357-375 - Panyut Sriwirote, Wei Qi Leong, Charin Polpanumas, Santhawat Thanyawong, William-Chandra Tjhi, Wirote Aroonmanakun, Attapol T. Rutherford:
The Thai Universal Dependency Treebank. 376-391 - Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Diverse AI Feedback For Large Language Model Alignment. 392-407 - David A. Haslett, Zhenguang G. Cai:
How Much Semantic Information is Available in Large Language Model Tokens? 408-423 - Xiaoxi Luo, Weiwei Sun:
Phonetic Reconstruction of the Consonant System of Middle Chinese via Mixed Integer Optimization. 424-441 - Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart:
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. 142-166 - Karel D'Oosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri:
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment. 442-460 - Mubashara Akhtar, Chenxi Pang, Andreea Marzoca, Yasemin Altun, Julian Martin Eisenschlos:
TANQ: An Open Domain Dataset of Table Answered Questions. 461-480 - Fan Jiang, Tom Drummond, Trevor Cohn:
Few-Shot Multilingual Open-Domain QA from Five Examples. 481-504 - Anubhav Jangra, Jamshid Mozafari, Adam Jatowt, Smaranda Muresan:
Navigating the Landscape of Hint Generation Research: From the Past to the Future. 505-528 - Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang:
Know Your Limits: A Survey of Abstention in Large Language Models. 529-556 - Hongyuan Xu, Yuhang Niu, Ciyi Liu, Yanlong Wen, Xiaojie Yuan:
TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion. 557-576 - Wei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Ruixuan Li:
Exploring Practical Gaps in Using Cross Entropy to Implement Maximum Mutual Information Criterion for Rationalization. 577-594 - Farhan Samir, Emily P. Ahn, Shreya Prakash, Márton Sóskuthy, Vered Shwartz, Jian Zhu:
A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives. 595-612 - Lance Ying, Tan Zhi-Xuan, Lionel Wong, Vikash Mansinghka, Joshua B. Tenenbaum:
Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind. 613-637 - Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen:
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. 652-689 - Pierluigi Cassotti, Nina Tahmasebi:
Sense-specific Historical Word Usage Generation. 690-708 - Heather C. Lent, Erick Galinkin, Yiyi Chen, Jens Myrup Pedersen, Leon Derczynski, Johannes Bjerva:
NLP Security and Ethics, in the Wild. 709-743 - Yao Zhu, Yunjian Zhang, Zizhe Wang, Xiu Yan, Peng Sun, Xiangyang Ji:
Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models. 744-759 - Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal, Anil Ramakrishna, Tagyoung Chung:
REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM. 760-783 - Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky:
mtRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems. 784-808 - Shahriar Golchin, Mihai Surdeanu:
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models. 809-830 - Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa:
Continual Pre-training on Character-level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners. 831-847 - Shu Zhao, Shiji Yang, Shicheng Tan, Zhen Yang, Congyao Mei, Zhen Duan, Yanping Zhang, Jie Chen:
Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing. 848-860 - Ao Shen, Zhiquan Lai, Qiang Wang, Xionglve Li, Lizhi Zhang, Dongsheng Li, Jiaxin Li:
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation. 861-877 - Chaitanya Malaviya, Joseph Chee Chang, Dan Roth, Mohit Iyyer, Mark Yatskar, Kyle Lo:
Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries. 878-900 - Minghao Wu, Jiahao Xu, Yulin Yuan, Gholamreza Haffari, Longyue Wang, Weihua Luo, Kaifu Zhang:
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts. 901-922 - Li Zheng, Hao Fei, Lei Chen, Bobo Li, Fei Li, Chong Teng, Liang Zhao, Donghong Ji:
STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution. 923-937 - Eilam Shapira, Omer Madmon, Reut Apel, Moshe Tennenholtz, Roi Reichart:
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation. 980-1006 - Bo Zhang, Hui Ma, Dailin Li, Jian Ding, Jian Wang, Bo Xu, Hongfei Lin:
Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation. 1007-1031 - Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze:
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions. 1032-1055 - Haiyun Li, Jixin Zhang, Hua Shen, Ke Cheng, Xiaofeng Huang:
KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering. 1056-1067 - Martin Fajcik, Martin Docekal, Jan Dolezal, Karel Ondrej, Karel Benes, Jan Kapsa, Pavel Smrz, Alexander Polok, Michal Hradis, Zuzana Neverilová, Ales Horák, Radoslav Sabol, Michal Stefánik, Adam Jirkovsky, David Adamczyk, Petr Hyner, Jan Hula, Hynek Kydlícek:
BenCzechMark : A Czech-Centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism. 1068-1095 - Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? 1096-1120 - Hannah Sterz, Jonas Pfeiffer, Ivan Vulic:
DARE: Diverse Visual Question Answering with Robustness Evaluation. 1121-1145 - Dongqi Liu, Xi Yu, Vera Demberg, Mirella Lapata:
Explanatory Summarization with Discourse-Driven Planning. 1146-1170 - Xin Zhang, Jingling Yuan, Peiliang Zhang, Jia Liu, Lin Li:
Active Knowledge Structuring for Large Language Models in Materials Science Text Mining. 1186-1203 - YeonJoon Jung, Seungtaek Choi, Seung-won Hwang:
Overcoming Source Object Grounding for Semantic Image Editing. 1171-1185 - Lotem Peled-Cohen, Roi Reichart:
A Systematic Review of NLP for Dementia: Tasks, Datasets, and Opportunities. 1204-1244 - Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin, Unnathi U. Kumar, Setayesh Radkani, Thomas Hikaru Clark, Carina Kauf, Jennifer Hu, R. T. Pramod, Gabriel Grand, Vivian C. Paulun, Maria Ryskina, Ekin Akyürek, Ethan Gotlieb Wilcox, Nafisa Rashid, Leshem Choshen, Roger Levy, Evelina Fedorenko, Joshua B. Tenenbaum, Jacob Andreas:
Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models. 1245-1270 - Rohit Saxena, Hao Tang, Frank Keller:
End-to-End Long Document Summarization using Gradient Caching. 1271-1297 - Jaeseong Lee, Seung-won Hwang, Aurick Qiao, Daniel F. Campos, Zhewei Yao, Yuxiong He:
TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination. 1298-1318 - José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins:
Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation. 1319-1339 - Yu Pei, Yongping Du, Xingnan Jin:
FoVer: First-Order Logic Verification for Natural Language Reasoning. 1340-1359 - Anwoy Chatterjee, H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia, Tanmoy Chakraborty:
On the Effect of Instruction Tuning Loss on Generalization. 1360-1380 - Yang Wang, Chenghao Xiao, Yizhi Li, Stuart E. Middleton, Noura Al Moubayed, Chenghua Lin:
Adversarial Defense without Adversarial Defense : Enhancing Language Model Robustness via Instance-level Principal Component Removal. 1381-1409 - Gabriele Sarti, Vilém Zouhar, Grzegorz Chrupala, Ana Guerberof Arenas, Malvina Nissim, Arianna Bisazza:
QE4PE: Word-level Quality Estimation for Human Post-Editing. 1410-1435 - Pedro H. V. Valois, Lincon S. Souza, Erica K. Shimomoto, Kazuhiro Fukui:
Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation. 1436-1458 - Dean L. Slack, Noura Al Moubayed:
Early Detection and Reduction of Memorization for Domain Adaptation and Instruction Tuning. 1459-1473 - Shuang Ao, Yi Dong, Jinwei Hu, Sarvapali D. Ramchurn:
Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs. 1474-1487 - Yuzhuang Xu, Shiyu Ji, Qingfu Zhu, Wanxiang Che:
CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs. 1488-1506 - Yanzhu Guo, Guokan Shang, Chloé Clavel:
Benchmarking Linguistic Diversity of Large Language Models. 1507-1526 - Swapnil Hingmire, Ze Shi Li, Shiyu Zeng, Ahmed Musa Awon, Luiz Pedro Franciscatto Guerra, Neil A. Ernst:
Objectifying the Subjective: Cognitive Biases in Topic Interpretations. 1527-1559 - Shaden Shaar, Wayne Chen, Maitreyi Chatterjee, Barry Wang, Wenting Zhao, Claire Cardie:
Are Triggers Needed for Document-Level Event Extraction? 1560-1577 - Cristina Aggazzotti, Matthew Wiesner, Elizabeth Allyn Smith, Nicholas Andrews:
The Impact of Automatic Speech Transcription on Speaker Attribution. 1578-1596 - Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann:
Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis. 1597-1644 - Shmuel Amar, Ori Shapira, Aviv Slobodkin, Ido Dagan:
A Unifying Scheme for Extractive Content Selection Tasks. 1645-1671 - Aditya Tomar, Nihar Ranjan Sahoo, Pushpak Bhattacharyya:
BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context. 1672-1692 - Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze:
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation. 1693-1721 - Guanrong Li, Xinyu Liu, Zhen Wu, Xinyu Dai:
Persona-Aware Alignment Framework for Personalized Dialogue Generation. 1722-1742 - Tatsuki Kuribayashi, Yohei Oseki, Souhaib Ben Taieb, Kentaro Inui, Timothy Baldwin:
Large Language Models Are Human-Like Internally. 1743-1766 - Aradhye Agarwal, Suhas Kamasetty Ramesh, Ayan Sengupta, Tanmoy Chakraborty:
Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models. 1767-1788 - Vilém Zouhar, Peng Cui, Mrinmaya Sachan:
How to Select Datapoints for Efficient Human Evaluation of NLG Models? 1789-1811 - Xin Chen, Junchao Wu, Shu Yang, Runzhe Zhan, Zeyu Wu, Ziyang Luo, Di Wang, Min Yang, Lidia S. Chao, Derek F. Wong:
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns. 1812-1831 - Yash More, Prakhar Ganesh, Golnoosh Farnadi:
Towards More Realistic Extraction Attacks: An Adversarial Perspective. 1832-1849
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