IJCNLP 2025: all accepted papers
- Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series ↗Ross Koval, Nicholas Andrews, Xifeng Yan
- NLP for Affective Science: Exploring Fundamental Questions on Emotions through Language and Computation ↗Krishnapriya Vishnubhotla, Saif M. Mohammad · Tutorial Abstract
- No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. ↗Abhishek Rajgaria, Kushagra Dixit, Mayank Vyas et al.
- Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication ↗Cezary Klamra, Francijn Keur, Raquel G. Alhama
- Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification ↗Ofri Hefetz, Kai Golan Hashiloni, Alon Mannor et al.
- NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction ↗Peter Røysland Aarnes, Vinay Setty
- Observing Micromotives and Macrobehavior of Large Language Models ↗Yuyang Cheng, Xingwei Qu, Tomas Goldsack et al.
- On Multilingual Encoder Language Model Compression for Low-Resource Languages ↗Daniil Gurgurov, Michal Gregor, Josef van Genabith et al.
- On the Convergence of Moral Self-Correction in Large Language Models ↗Guangliang Liu, Haitao Mao, Bochuan Cao et al.
- On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility ↗Kushal Tatariya, Wessel Poelman, Miryam de Lhoneux
- Online Learning Defense against Iterative Jailbreak Attacks via Prompt Optimization ↗Masahiro Kaneko, Zeerak Talat, Timothy Baldwin
- Optimizing the Arrangement of Citations in Related Work Section ↗Masashi Oshika, Ryohei Sasano
- PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs ↗Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes et al.
- PMPO: A Self-Optimizing Framework for Creating High-Fidelity Measurement Tools for Social Bias in Large Language Models ↗Zeqiang Wang, Yuqi Wang, Xinyue Wu et al.
- PRALEKHA: Cross-Lingual Document Alignment for Indic Languages ↗Sanjay Suryanarayanan, Haiyue Song, Mohammed Safi Ur Rahman Khan et al.
- PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion ↗Morteza Alikhani, Mohammadtaha Bagherifard, Erfan Zinvandi et al.
- PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models ↗Ali Khoramfar, Mohammad Javad Dousti, Heshaam Faili
- Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs ↗Takuma Sato, Seiya Kawano, Koichiro Yoshino
- ProST: Progressive Sub-task Training for Pareto-Optimal Multi-agent Systems Using Small Language Models ↗Biddut Sarker Bijoy, Mohammad Saqib Hasan, Pegah Alipoormolabashi et al.
- ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses ↗Chang Zong, Yuyan Chen, Weiming Lu et al.
- Program Synthesis Dialog Agents for Interactive Decision-Making ↗Matthew Toles, Nikhil Balwani, Rattandeep Singh et al.
- ProofTeller: Exposing recency bias in LLM reasoning and its side effects on communication ↗Mayank Jobanputra, Alisa Kovtunova, Brisca Balthes et al.
- Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval ↗Shubhashis Roy Dipta, Francis Ferraro
- QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs ↗Maria Tseytlin, Paul Roit, Omri Abend et al.
- Quantifying Cognitive Bias Induction in LLM-Generated Content ↗Abeer Alessa, Param Somane, Akshaya Thenkarai Lakshminarasimhan et al.
- Quantifying Phonosemantic Iconicity Distributionally in 6 Languages ↗George Flint, Kaustubh Kislay
- RASTeR: Robust, Agentic, and Structured Temporal Reasoning ↗Dan Schumacher, Fatemeh Haji, Tara Grey et al.
- REGULAR: A Framework for Relation-Guided Multi-Span Question Generation ↗Jiayi Lin, Chenyang Zhang, Bingxuan Hou et al.
- R\texttwosuperior-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation ↗Zhen Wu, Ritam Dutt, Luke M. Breitfeller et al.
- ReGraph: Learning to Reformulate Graph Encodings with Large Language Models ↗Amir Hadifar, Christopher Ochs, Arjan Van Ewijk
- Real-time Commentator Assistant for Photo Editing Live Streaming ↗Matīss Rikters, Goran Topić · System Demonstrations
- Reasoning Models Reason Well, Until They Don't ↗Revanth Rameshkumar, Jimson Huang, Yunxin Sun et al.
- ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models ↗Zixuan Wu, Francesca Lucchetti, Aleksander Boruch-Gruszecki et al.
- Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems? ↗Kai Yan, Yufei Xu, Zhengyin Du et al.
- Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models ↗Akshar Tumu, Varad Shinde, Parisa Kordjamshidi
- Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE ↗Varvara Arzt, Allan Hanbury, Michael Wiegand et al.
- Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective ↗Tejas Anvekar, Krishna Singh Rajput, Chitta Baral et al.
- Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment ↗Saketh Reddy Vemula, Sandipan Dandapat, Dipti Sharma et al.
- SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization ↗Sebastian Martinez, Naman Ahuja, Fenil Bardoliya et al. · System Demonstrations
- STAR: Self-Automated Back-Querying for Production Data Generation ↗Kellen Tan Cheng, Anna Lisa Gentile, Chad DeLuca et al.
- Seeing isn't Hearing: Benchmarking Vision Language Models at Interpreting Spectrograms ↗Tyler Loakman, Joseph James, Chenghua Lin
- ShortCheck: Checkworthiness Detection of Multilingual Short-Form Videos ↗Henrik Vatndal, Vinay Setty · System Demonstrations
- SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System ↗Xiaowen Zhang, Zhenyu Bi, Patrick LaChance et al. · System Demonstrations
- Social Bias in Popular Question-Answering Benchmarks ↗Angelie Kraft, Judith Simon, Sonja Schimmler
- Source Attribution for Large Language Models ↗Vipula Rawte, Koustava Goswami, Puneet Mathur et al. · Tutorial Abstract
- Speak & Spell: LLM-Driven Controllable Phonetic Error Augmentation for Robust Dialogue State Tracking ↗Jihyun Lee, Solee Im, Wonjun Lee et al.
- Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management ↗Heramb Vivek Patil, Vaishnavee Sanam, Minakshi Pradeep Atre
- StanceMining: An open-source stance detection library supporting time-series and visualization ↗Benjamin Steel, Derek Ruths · System Demonstrations
- Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? ↗Kunal Kingkar Das, Manoj Balaji Jagadeeshan, Nallani Chakravartula Sahith et al.
- Structured Document Translation via Format Reinforcement Learning ↗Haiyue Song, Johannes Eschbach-Dymanus, Hour Kaing et al.
- Supporting Plain Language Summarization of Psychological Meta-Analyses with Large Language Models ↗Yarik Menchaca Resendiz, Martin Kerwer, Anita Chasiotis et al. · System Demonstrations
- Synthetic Singers: A Review of Deep-Learning-based Singing Voice Synthesis Approaches ↗Changhao Pan, Dongyu Yao, Yu Zhang et al.
- TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis ↗Wang Xingren, Hongde Liu, Liushanhong et al.
- Task-Aligned Tool Recommendation for Large Language Models ↗Hang Gao, Yongfeng Zhang
- Testing Simulation Theory in LLMs' Theory of Mind ↗Koshiro Aoki, Daisuke Kawahara
- The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages ↗Francois Meyer, Jan Buys
- The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure ↗Niyati Bafna, Tianjian Li, Kenton Murray et al.
- The Visual Counter Turing Test (VCT\texttwosuperior): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) ↗Nasrin Imanpour, Abhilekh Borah, Shashwat Bajpai et al.
- Thesis Proposal: A NeuroSymbolic Approach to Control Task-Oriented Dialog Systems ↗Anuja Tayal, Barbara Di Eugenio
- To What Extent Can In-Context Learning Solve Unseen Tasks? ↗Ryoma Shinto, Masashi Takeshita, Rafal Rzepka et al.
- Topology-Aware Gated Graph Neural Network for Social Bot Detection ↗Pi Jiebin, Yantuan Xian, Yuxin Huang et al.
- Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection ↗Saad Almohaimeed, Saleh Almohaimeed, Damla Turgut et al.
- Turn-by-Turn Behavior Monitoring in LM-Guided Psychotherapy ↗Anish Chedalla, Samina Ali, Jiuming (Jimmy) Chen et al.
- Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs ↗Kosei Buma, Takehito Utsuro, Masaaki Nagata
- Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning ↗Nhi Hoai Doan, Tatsuya Hiraoka, Kentaro Inui
- Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification ↗Calliope Chloe Bandera, Gyeongeun Lee, Natalie Parde
- VAGUE-Gate: Plug-and-Play Local-Privacy Shield for Retrieval-Augmented Generation ↗Arshia Hemmat, Matin Moqadas, Ali Mamanpoosh et al.
- VariantBench: A Framework for Evaluating LLMs on Justifications for Genetic Variant Interpretation ↗Humair Basharat, Simon Plotkin, Charlotte Le et al.
- VideoChain: A Transformer-Based Framework for Multi-hop Video Question Generation ↗Arpan Phukan, Anupam Pandey, Deepjyoti Bodo et al.
- Visualizing and Benchmarking LLM Factual Hallucination Tendencies via Internal State Analysis and Clustering ↗Nathan Mao, Varun Kaushik, Shreya Shivkumar et al.
- What Would You Ask When You First Saw $a^2+b^2=c^2$? Evaluating LLM on Curiosity-Driven Question Generation ↗Shashidhar Reddy Javaji, Zining Zhu
- Who Remembers What? Tracing Information Fidelity in Human-AI Chains ↗Suvojit Acharjee, Utathya Aich, Diptarka Mandal et al.
- Whose story is it? Personalizing story generation by inferring author styles ↗Nischal Ashok Kumar, Chau Minh Pham, Mohit Iyyer et al.
- With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting ↗Stephen Meisenbacher, Florian Matthes
- Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels ↗Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav
- wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning ↗Braveenan Sritharan, Uthayasanker Thayasivam
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