| 2025 | 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 |
| 2025 | Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection. | Rabiraj Bandyopadhyay, Dennis Assenmacher, Jose Maria Alonso-Moral, Claudia Wagner |
| 2025 | Unveiling Empathic Triggers in Online Interactions via Empathy Cause Identification. | Calliope Chloe Bandera, Gyeongeun Lee, Natalie Parde |
| 2025 | Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data. | Srihari Bandarupalli, Bhavana Akkiraju, Sri Charan Devarakonda, Vamshi Raghu Simha Narasinga, Anil Vuppala |
| 2025 | FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference. | Divya Jyoti Bajpai, Manjesh Kumar Hanawal |
| 2025 | The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure. | Niyati Bafna, Tianjian Li, Kenton Murray, David R. Mortensen, David Yarowsky, Hale Sirin, Daniel Khashabi |
| 2025 | Modular Arithmetic: Language Models Solve Math Digit by Digit. | Tanja Baeumel, Daniil Gurgurov, Yusser Al Ghussin, Josef van Genabith, Simon Ostermann |
| 2025 | CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering. | Sher Badshah, Moamen Moustafa, Hassan Sajjad |
| 2025 | Efficient Decoding Methods for Language Models on Encrypted Data. | Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg |
| 2025 | LLMs as Architects and Critics for Multi-Source Opinion Summarization. | Anuj Attri, Arnav Attri, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya |
| 2025 | Emotion-Aware Dysarthric Speech Reconstruction: LLMs and Multimodal Evaluation with MCDS. | Kaushal Attaluri, Radhika Mamidi, Sireesha Chittepu, Anirudh Chebolu, Hitendra Sarma Thogarcheti |
| 2025 | An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation. | Vimaleswar A, Prabhu Nandan Sahu, Nilesh Kumar Sahu, Haroon R. Lone |
| 2025 | AfriSpeech-MultiBench: A Verticalized Multidomain Multicountry Benchmark Suite for African Accented English ASR. | Gabrial Zencha Ashungafac, Mardhiyah Sanni, Busayo Awobade, Alex Gichamba, Tobi Olatunji |
| 2025 | Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE. | Varvara Arzt, Allan Hanbury, Michael Wiegand, Gbor Recski, Terra Blevins |
| 2025 | IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? | Akhilesh Aravapalli, Mounika Marreddy, Radhika Mamidi, Manish Gupta, Subba Reddy Oota |
| 2025 | Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective. | Tejas Anvekar, Krishna Singh Rajput, Chitta Baral, Vivek Gupta |
| 2025 | ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance. | Wissam Antoun, Benot Sagot, Djam Seddah |
| 2025 | Evaluating LLMs' Reasoning Over Ordered Procedural Steps. | Adrita Anika, Md Messal Monem Miah |
| 2025 | Surprisal Dynamics for the Detection of Multi-Word Expressions in English. | Diego Alves, Sergei Bagdasarov, Elke Teich |
| 2025 | Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval. | Muhammad Al-Qurishi, Zhaozhi Qian, Faroq Al-Tam, Riad Souissi |
| 2025 | Towards Generalizable Generic Harmful Speech Datasets for Implicit Hate Speech Detection. | Saad Almohaimeed, Saleh Almohaimeed, Damla Turgut, Ladislau Blni |
| 2025 | Role-Aware Language Models for Secure and Contextualized Access Control in Organizations. | Saeed Almheiri, Yerulan Kongrat, Adrian Santosh, Ruslan Tasmukhanov, Josemaria Vera, Muhammad Dehan Al Kautsar, Fajri Koto |
| 2025 | PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion. | Morteza Alikhani, Mohammadtaha Bagherifard, Erfan Zinvandi, Mehran Sarmadi |
| 2025 | Quantifying Cognitive Bias Induction in LLM-Generated Content. | Abeer Alessa, Param Somane, Akshaya Lakshminarasimhan, Julian Skirzynski, Julian J. McAuley, Jessica Maria Echterhoff |
| 2025 | EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms. | Abeer Aldayel, Areej Alokaili |