IJCNLP 2025

426 papers

Tooka-SBERT: Lightweight Sentence Embedding models for Persian

Ghazal Zamaninejad, MohammadAli SadraeiJavaheri, Farnaz Aghababaloo, Hamideh Rafiee, Milad Molazadeh Oskuee

Agent-based Automated Claim Matching with Instruction-following LLMs

Dina Pisarevskaya, Arkaitz Zubiaga

An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation

Telem Joyson Singh, Ranbir Singh Sanasam, Priyankoo Sarmah

Cross-Prompt Encoder for Low-Performing Languages

Beso Mikaberidze, Temo Saghinadze, Simon Ostermann, Philipp Müller

High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification

Yuchen Zhang, Yuze Gao, Bin Chen, Wenfeng Li, Shuo Sun

Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets

Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai, Guruprasad Pathak, Anish Joshi

Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations

Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan, Balaraman Ravindran

mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models

Arka Mukherjee, Shreya Ghosh

Evaluating LLMs’ Reasoning Over Ordered Procedural Steps

Adrita Anika, Md Messal Monem Miah

Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation

Mana Makinae, Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe

GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation

Nihar Sanda, Rajat Shinde, Sumit Nawathe, William Seawright, Shaona Ghosh

Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection

Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Noriko Tomuro, Fumiyo Fukumoto

CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla

Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain, Mysha Samiha, Md Alvi Noor Hossain

SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation

Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean, Mohammad Ashfaq Ur Rahman, Akm Moshiur Rahman Mazumder

Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model?

Sazia Tabasum Mim, Jack Morris, Manish Dhakal, Yanming Xiu, Maria Gorlatova

Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews

Shifali Agrahari, Sujit Kumar, Ranbir Singh Sanasam

Uncovering Cultural Representation Disparities in Vision-Language Models

Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey, Srishti Yadav, Suman Debnath

Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models

Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao, Shizheng Hou, Chen Han

Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts

Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia, Ganesh Ramakrishnan

MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection

Pritish Sahu, Anirudh Som, Ajay Divakaran, Dimitra Vergyri

Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach

Blessed Guda, Lawrence Francis, Gabrial Zencha Ashungafac, Carlee Joe-Wong, Moise Busogi

Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference

Sayantan Pal, Souvik Das, Rohini Srihari

PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint

Bhoomit Vasani, Jack Fitzgerald, Anjie Fang, Sushmit Vaish

Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection

Maya Srikanth, Run Chen, Julia Hirschberg

Extracting Numeric Assertions from Text

Amar Parajuli, Koninika Pal

Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges

Jintao Liang, Sugang, Huifeng Lin, You Wu, Rui Zhao

Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions

Haoran Wang, Kai Shu

Family helps one another: Dravidian NLP suite for Natural Language Understanding

Abhinav P M, Priyanka Dasari, Nagaraju Vuppala, Parameswari Krishnamurthy

Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks

Jinu Nyachhyon, Mridul Sharma, Prajwal Thapa, Bal Krishna Bal

IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?

Akhilesh Aravapalli, Mounika Marreddy, Radhika Mamidi, Manish Gupta, Subba Reddy Oota

GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages

Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma, Pooja Singh, Sandeep Kumar

Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic

Christopher Rashidian, Sabine Brunswicker

Hypercomplex Transformer: Novel Attention Mechanism

Maxim Gordeev, Zuev Aleksandr, Mikhail Bakulin, Andrey Latyshev, Dmitry Kozlov

PosterSum: A Multimodal Benchmark for Scientific Poster Summarization

Rohit Saxena, Pasquale Minervini, Frank Keller

Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models

Yingqi Hu, Zhuo Zhang, Jingyuan Zhang, Jinghua Wang, Qifan Wang

Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games

Zihan Wang, Naoki Yoshinaga

Efficient Decoding Methods for Language Models on Encrypted Data

Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg

Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts

Sidharth Pulipaka, Ashwin Sankar, Raj Dabre

The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification

Harshita Narnoli, Mihai Surdeanu

EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data

Harsh Kohli, Helian Feng, Lenon Minorics, Bhoomit Vasani, XIN HE

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning

Zhenyu Bi, Meng Lu, Yang Li, Swastik Roy, Weijie Guan

Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition

Takumi Takahashi, Tomoki Taniguchi, Chencheng Zhu, Tomoko Ohkuma

Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn’t Matter (Much)

Zony Yu, Yuqiao Wen, Lili Mou

Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering

Christos Nikolaos Zacharopoulos, Revekka Kyriakoglou

Logical Table-to-Text Generation: Challenges, Methods, and Reasoning

Lena Trigg, Dean F. Hougen

ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding

Tuan-Dung Le, Shohreh Haddadan, Thanh Q. Thieu

Towards Multimodal Question Answering in Educational Domain

Himanshu Wadhwa, T Karthikeyan, Mausam, Manish Gupta

Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication

Shadab Hafiz Choudhury, Asha Kumar, Lara J. Martin

Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data

Srihari Bandarupalli, Bhavana Akkiraju, Sri Charan D, Vamshi Raghu Simha Narasinga, Anil Vuppala

Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents

Seyoung Song, Haneul Yoo, Jiho Jin, Kyunghyun Cho, Alice Oh

CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models

Chaohao Lin, Kaida Wu, Peihao Xiang, Yanzhao Wu, Ou Bai

One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning

Ritesh Goru, Shanay Mehta, Prateek Jain

To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs

Saurabh Kumar Pandey, Sougata Saha, Monojit Choudhury

How do we measure privacy in text? A survey of text anonymization metrics

Yaxuan Ren, Krithika Ramesh, Yaxing Yao, Anjalie Field

CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering

Sher Badshah, Moamen Moustafa, Hassan Sajjad

SLM-SQL: An Exploration of Small Language Models for Text-to-SQL

Lei Sheng, Xu Shuai Shuai

CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning

Lei Sheng, Xu Shuai Shuai

EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms

Abeer Aldayel, Areej Alokaili

D-Neg: Syntax-Aware Graph Reasoning for Negation Detection

Leon Lukas Hammerla, Andy Lücking, Carolin Reinert, Alexander Mehler

LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration

Soham Chaudhuri, Dipanjan Saha, Dipankar Das

Standardizing Heterogeneous Corpora with DUUR: A Dual Data- and Process-Oriented Approach to Enhancing NLP Pipeline Integration

Leon Lukas Hammerla, Alexander Mehler, Giuseppe Abrami

Modular Arithmetic: Language Models Solve Math Digit by Digit

Tanja Baeumel, Daniil Gurgurov, Yusser Al Ghussin, Josef van Genabith, Simon Ostermann

Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering

Yuanjun Shi, Zhaopeng Qiu

Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning

Nidhi Gupta, Qinghua Li

Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student

Soumyadeep Jana, Ranbir Singh Sanasam

Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience

Aitaro Yamamoto, Hiroki Ouchi, Kota Tsubouchi, Tatsuo Yamashita, Ryo Tsujimoto

ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts

Cheng Zhang, Rajasekhar Kakarla, Kangda Wei, Ruihong Huang

TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation

Rahul Ghosh, Chun-Hao Liu, Gaurav Rele, Vidya Sagar Ravipati, Hazar Aouad

MTQ-Eval: Multilingual Text Quality Evaluation for Language Models

Rhitabrat Pokharel, Ameeta Agrawal

HiLearners: Non-Native Spoken Hindi Error Correction

Sourava Kumar Behera, Rohit Saluja

TeluguST-46: A Benchmark Corpus and Comprehensive Evaluation for Telugu-English Speech Translation

Bhavana Akkiraju, Srihari Bandarupalli, Swathi Sambangi, R Vijaya Saraswathi, Dr Vasavi Ravuri

SEER: The Span-based Emotion Evidence Retrieval Benchmark

Aneesha Sampath, Oya Aran, Emily Mower Provost

UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases

Raj Vardhan Tomar, Preslav Nakov, Yuxia Wang

Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models

Yuqi Liang, Wenjing Xu, Hongzhi Xu

Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance

Manon Reusens, Philipp Borchert, Jochen De Weerdt, Bart Baesens

Surprisal Dynamics for the Detection of Multi-Word Expressions in English

Diego Alves, Sergei Bagdasarov, Elke Teich

BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG

Ziwei Chen, Bernhard Bermeitinger, Christina Niklaus

Formalizing Test-Time Compute for Function-Level Code Generation

Haau-Sing Li, Patrick Fernandes, Iryna Gurevych, Andre Martins

CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences

Rhitabrat Pokharel, Yufei Tao, Ameeta Agrawal

Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention

Sora Kadotani, Kosuke Nishida, Kyosuke Nishida

Semantic, Orthographic, and Phonological Biases in Humans’ Wordle Gameplay

Jiadong Liang, Adam Kabbara, Jiaying Liu, Ronaldo Luo, Kina Kim

Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges

Manveer Singh Tamber, Jimmy Lin

SafePersuasion: A Dataset, Taxonomy, and Baselines for Analysis of Rational Persuasion and Manipulation

Haein Kong, A M Muntasir Rahman, Ruixiang Tang, Vivek Singh

Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models

Veer Chheda, Avantika Sankhe, Aaditya Uday Ghaisas

Emotion-Aware Dysarthric Speech Reconstruction: LLMs and Multimodal Evaluation with MCDS

Kaushal Attaluri, Radhika Mamidi, Sireesha Chittepu, Anirudh Chebolu, Hitendra Sarma Thogarcheti

FB-RAG: Improving RAG with Forward and Backward Lookup

Kushal Chawla, Alfy Samuel, Anoop Kumar, Daben Liu

Signs of Struggle: Spotting Cognitive Distortions across Language and Register

Abhishek Kuber, Enrico Liscio, Ruixuan Zhang, Caroline Figueroa, Pradeep K. Murukannaiah

From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks

Shuzhou Yuan, Zhan Qu, Mario Tawfelis, Michael Färber

LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification

Shuzhou Yuan, Ercong Nie, Lukas Kouba, Helmut Schmid, Hinrich Schuetze

How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness

Darshita Rathore, Vineet Kumar, Chetna Bansal, Anindya Moitra

TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context

Shubham Kumar Nigam, Balaramamahanthi Deepak Patnaik, Shivam Mishra, Noel Shallum, Kripabandhu Ghosh

Enhancing Coreference Resolution with LLM-driven Data Augmentation and Adversarial Filtering

Dohyeon Kim, Gayeon Jung, Jeongseon Cho, Jihoon Yang

Unveiling the Influence of Amplifying Language-Specific Neurons

Inaya Rahmanisa, Lyzander Marciano Andrylie, Mahardika Krisna Ihsani, Alfan Farizki Wicaksono, Haryo Akbarianto Wibowo

Planning Agents on an Ego-Trip: Leveraging Hybrid Ego-Graph Ensembles for Improved Tool Retrieval in Enterprise Task Planning

Sahil Bansal, Sai Shruthi Sistla, Aarti Arikatala, Sebastian Schreiber

WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada

Braeden Sherritt, Isar Nejadgholi, Efstratios Aivaliotis, Khaled Mslmani, Marzieh Amini

CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models

Danny Brahman, Mohammad Mahoor

Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks

Junseok Kim, Nakyeong Yang, Kyomin Jung

SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents

Arjun T D, Anand Kumar Madasamy, Sheela Ramanna

Incorporating Dialogue State Tracking into Japanese Full-duplex Task-oriented Spoken Dialogue Model

Yuya Chiba, Ryuichiro Higashinaka

Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation

L D M S Sai Teja, Annepaka Yadagiri, Partha Pakray, Chukhu Chunka, Mangadoddi Srikar Vardhan