Papers
Towards Multimodal Question Answering in Educational Domain
Himanshu Wadhwa, T Karthikeyan, Mausam et al.
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 et al.
Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents
Seyoung Song, Haneul Yoo, Jiho Jin et al.
CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models
Chaohao Lin, Kaida Wu, Peihao Xiang et al.
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 et al.
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 et al.
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 et al.
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 et al.
ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts
Cheng Zhang, Rajasekhar Kakarla, Kangda Wei et al.
TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation
Rahul Ghosh, Chun-Hao Liu, Gaurav Rele et al.
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 et al.