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IJCNLP 2025: all accepted papers

279 papers · page 2 of 3 · the most cited first · ← IJCNLP 2025

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  1. CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition ↗Prachuryya Kaushik, Ashish Anand
  2. Can AI Validate Science? Benchmarking LLMs on Claim \textrightarrowEvidence Reasoning in AI Papers ↗Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li et al.
  3. Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki ↗Mutsumi Sasaki, Go Kamoda, Ryosuke Takahashi et al.
  4. Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data ↗Xinyi Ling, Hanwen Du, Bo Peng et al.
  5. Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities ↗Yunxiang Yan, Tomohiro Sawada, Kartik Goyal
  6. Characterizing Mamba's Selective Memory using Auto-Encoders ↗Tamanna Hossain, Robert L. Logan IV, Chandrasekhara Ganesh Jagadeesan et al.
  7. ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing ↗Kanika Goswami, Puneet Mathur, Ryan A. Rossi et al. · System Demonstrations
  8. ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts ↗Karthikeyan K, Raghuveer Thirukovalluru, David Carlson
  9. Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning ↗Varivashya Poladi, Sandipan Dandapat
  10. Continual Learning in Large Language Models: Foundations to Frontiers ↗P. K. Srijith, Shrey Satapara, Sarath Chandar · Tutorial Abstract
  11. ControlMed: Adding Reasoning Control to Medical Language Model ↗Sung-Min Lee, Siyoon Lee, Juyeon Kim et al.
  12. Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models ↗Veer Chheda, Avantika Sankhe, Atharva Vinay Sankhe
  13. Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems ↗Lijia Liu, Takumi Kondo, Kyohei Atarashi et al.
  14. Critical Thinking: Which Kinds of Complexity Govern Optimal Reasoning Length? ↗Celine Lee, Alexander M Rush, Keyon Vafa
  15. Crypto-LLM: Two-Stage Language Model Pre-training with Ciphered and Natural Language Data ↗Yohei Kobashi, Fumiya Uchiyama, Takeshi Kojima et al.
  16. CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts ↗Chuang Liang, Wei Li, Yanqiu Shao
  17. CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications ↗Raviraj Bhuminand Joshi, Rakesh Paul, Kanishk Singla et al.
  18. Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces ↗Farhan Sheth, Girish, Mohd Mujtaba Akhtar et al.
  19. DSBC : Data Science task Benchmarking with Context engineering ↗Ram Mohan Rao Kadiyala, Jebish Purbey, Siddhant Gupta et al.
  20. Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation ↗Daniel Fadlon, David Dov, Aviya Bennett et al.
  21. Deconstructing Attention: Investigating Design Principles for Effective Language Modeling ↗Huiyin Xue, Nafise Sadat Moosavi, Nikolaos Aletras
  22. DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan ↗Kai Golan Hashiloni, Shay Cohen, Asaf Shina et al.
  23. Differential Mamba ↗Nadav Schneider, Itamar Zimerman, Eliya Nachmani
  24. Do Persona-Infused LLMs Affect Performance in a Strategic Reasoning Game? ↗John Licato, Stephen Steinle
  25. Do We Need Large VLMs for Spotting Soccer Actions? ↗Ritabrata Chakraborty, Rajatsubhra Chakraborty, Avijit Dasgupta et al.
  26. Documentation Retrieval Improves Planning Language Generation ↗Renxiang Wang, Li Zhang
  27. Don't Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning ↗Luan Thanh Nguyen, Parisa Kordjamshidi
  28. Doppelganger-JC: Benchmarking the LLMs' Understanding of Cross-Lingual Homographs between Japanese and Chinese ↗Yuka Kitamura, Jiahao Huang, Akiko Aizawa
  29. EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration ↗Senbin Zhu, Hongde Liu, Chenyuan He et al.
  30. ELR-1000: A Community-Generated Dataset for Endangered Indic Indigenous Languages ↗Neha Joshi, Pamir Gogoi, AasimBaig Mirza et al.
  31. EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models ↗Xinyi Ling, Hanwen Du, Zhihui Zhu et al.
  32. Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks ↗Darpan Aswal, Manjira Sinha
  33. EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels ↗Wan Jou She, Lis Pereira, Fei Cheng et al.
  34. Enhancing BERT Fine-Tuning for Sentiment Analysis in Lower-Resourced Languages ↗Jozef Kubík, Marek Šuppa, Martin Takáč
  35. Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation ↗Juanhui Li, Haoyu Han, Zhikai Chen et al.
  36. Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis ↗Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen et al.
  37. Enhancing Long Document Long Form Summarisation with Self-Planning ↗Xiaotang Du, Rohit Saxena, Laura Perez-Beltrachini et al.
  38. Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction ↗Cédric Boscher, Shannon Bruderer, Christine Largeron et al.
  39. Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection ↗Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose M. Alonso-Moral et al.
  40. Enriching the Low-Resource Neural Machine Translation with Large Language Model ↗Sachin Giri, Takashi Ninomiya, Isao Goto
  41. Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms ↗Yuxi Sun, Wei Gao, Hongzhan Lin et al.
  42. Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies ↗Eunjin Hong, Sumin Cho, Juae Kim
  43. FOCUS: A Benchmark for Targeted Socratic Question Generation via Source-Span Grounding ↗Surawat Pothong, Machi Shimmei, Naoya Inoue et al.
  44. Faithful Transcription: Leveraging Bible Recordings to Improve ASR for Endangered Languages ↗Eric Le Ferrand, Cian Mohamed Bashar Hauser, Joshua Hartshorne et al.
  45. FarSense: A Comprehensive Commonsense Benchmark and Evaluation Framework for the Farsi Language ↗Kamyar Zeinalipour, Neda Jamshidi, Seyedehbahareh Hejazi et al.
  46. FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference ↗Divya Jyoti Bajpai, Manjesh Kumar Hanawal
  47. Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance ↗Ahmed Alajrami, Xingwei Tan, Nikolaos Aletras
  48. Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models ↗Ai Ishii, Naoya Inoue, Hisami Suzuki et al.
  49. From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning ↗Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen
  50. GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection ↗Rizky Adi, Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki et al.
  51. GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference ↗Chao Zeng, Songwei Liu, Shu Yang et al.
  52. Gatsby without the `E': Creating Lipograms with LLMs ↗Nitish Gokulakrishnan, Rohan Balasubramanian, Syeda Jannatus Saba et al.
  53. Generating Text from Uniform Meaning RepresentationEmma Markle, Reihaneh Iranmanesh, Shira Weinour summary
  54. HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection ↗Theo King, Zekun Wu, Adriano Koshiyama et al.
  55. Hassles and Uplifts Detection on Social Media Narratives ↗Jiyu Chen, Sarvnaz Karimi, Diego Molla et al.
  56. Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval ↗Muhammad AL-Qurishi, Zhaozhi Qian, Faroq AL-Tam et al.
  57. How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? ↗Congfeng Cao, Zhi Zhang, Jelke Bloem et al.
  58. How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? ↗Christian Clark, Byung-Doh Oh, William Schuler
  59. Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script ↗Xi Cao, Yuan Sun, Jiajun Li et al. · System Demonstrations
  60. Human–Agent Teaming for Higher-Order Thinking Augmentation ↗Chung-Chi Chen · Tutorial Abstract
  61. Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria's Minority Languages ↗Oluwadara Kalejaiye, Luel Hagos Beyene, David Ifeoluwa Adelani et al.
  62. ImageTra: Real-Time Translation for Texts in Image and Video ↗Hour Kaing, Jiannan Mao, Haiyue Song et al. · System Demonstrations
  63. Improving Document Retrieval Coherence for Semantically Equivalent Queries ↗Stefano Campese, Alessandro Moschitti, Ivano Lauriola
  64. Improving LLM's Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization ↗Hadi Sheikhi, Chenyang Huang, Osmar Zaiane
  65. Improving Multilingual Capabilities with Cultural and Local Knowledge in Large Language Models While Enhancing Native Performance ↗Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Siddhant Gupta et al.
  66. Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos ↗Junwen Mo, MinhDuc Vo, Hideki Nakayama
  67. Indic-S2ST: a Multilingual and Multimodal Many-to-Many Indic Speech-to-Speech Translation Dataset ↗Nivedita Sethiya, Puneet Walia, Chandresh Kumar Maurya
  68. IndicClaimBuster: A Multilingual Claim Verification Dataset ↗Pritam Pal, Shyamal Krishna Jana, Dipankar Das
  69. IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian ↗Vanessa Rebecca Wiyono, David Anugraha, Ayu Purwarianti et al.
  70. Interpretable Sparse Features for Probing Self-Supervised Speech Models ↗Iñigo Parra
  71. Interpreting Multi-Attribute Confounding through Numerical Attributes in Large Language Models ↗Hirohane Takagi, Gouki Minegishi, Shota Kizawa et al.
  72. Interpreting the Effects of Quantization on LLMs ↗Manpreet Singh, Hassan Sajjad
  73. Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models ↗Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
  74. Is Fine-Tuning an Effective Solution? Reassessing Knowledge Editing for Unstructured Data ↗Hao Xiong, Chuanyuan Tan, Wenliang Chen
  75. Is OpenVLA Truly Robust? A Systematic Evaluation of Positional Robustness ↗Yiran Pang, Yiheng Zhao, Zhuopu Zhou et al.
  76. Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning ↗Li Yang, Anushya Subbiah, Hardik Patel et al.
  77. KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages ↗Sello Ralethe, Jan Buys
  78. LITMUS++ : An Agentic System for Predictive Analysis of Low-Resource Languages Across Tasks and Models ↗Avni Mittal, Shanu Kumar, Sandipan Dandapat et al. · System Demonstrations
  79. LLM-Based Behavior Prediction for Social Media Users with Continuous Memory ↗Kun Li, Chengwei Dai, Wei Zhou et al.
  80. LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations ↗Priyaranjan Pattnayak, Sanchari Chowdhuri, Amit Agarwal et al.
  81. LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis ↗Favour Y. Aghaebe, Elizabeth A Williams, Tanefa Apekey et al.
  82. LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages ↗Anuj Kumar, Satyadev Ahlawat, Yamuna Prasad et al.
  83. LangCompress: Language-Aware Compression of Large Language Models ↗Dieu-Hien Nguyen, Nguyen-Khang Le, Truong Dinh Do et al.
  84. Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation ↗Daniil Gurgurov, Katharina Trinley, Yusser Al Ghussin et al.
  85. Large Language Models Exhibit Limited Reasoning Ability on Coding Problems ↗Jinyoung Jo, Jonah Engelmann, Sean Choi
  86. Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification ↗Omri Homburger, Kfir Bar
  87. Learning Dynamics of Meta-Learning in Small Model Pretraining ↗David Demitri Africa, Yuval Weiss, Paula Buttery et al.
  88. Learning a Continue-Thinking Token for Enhanced Test-Time Scaling ↗Liran Ringel, Elad Tolochinsky, Yaniv Romano
  89. Learning from \textitSufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies ↗Jonathan Kamp, Lisa Beinborn, Antske Fokkens
  90. MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews ↗Kaiwen Guo, Yimeng Wu
  91. MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language ↗Farhan Farsi, Farnaz Aghababaloo, Shahriar Shariati Motlagh et al.
  92. MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking ↗Nishant Mishra, Wilker Aziz, Iacer Calixto
  93. Meronymic Ontology Extraction via Large Language Models ↗Dekai Zhang, Simone Conia, Antonio Rago
  94. Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis ↗Yigit Efe Enhos, Shira Wein, Scott Alfeld
  95. Minority-Aware Satisfaction Estimation in Dialogue Systems via Preference-Adaptive Reinforcement Learning ↗Yahui Fu, Zi Haur Pang, Tatsuya Kawahara
  96. Mitigating Label Length Bias in Large Language Models ↗Mario Sanz-Guerrero, Katharina von der Wense
  97. MossNet: Mixture of State-Space Experts is a Multi-Head Attention ↗Shikhar Tuli, James Seale Smith, Haris Jeelani et al.
  98. MuSciClaims: Multimodal Scientific Claim Verification ↗Yash Kumar Lal, Manikanta Bandham, Mohammad Saqib Hasan et al.
  99. Multilingual Iterative Model Pruning: What Matters? ↗Haryo Akbarianto Wibowo, Haiyue Song, Hideki Tanaka et al.
  100. Multilingual, Not Multicultural: Uncovering the Cultural Empathy Gap in LLMs through a Comparative Empathetic Dialogue Benchmark ↗Woojin Lee, Yujin Sim, Hongjin Kim et al.

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