Papers
5,589 papers found
BanglaProtha: Evaluating Vision Language Models in Underrepresented Long-tail Cultural Contexts
Md Fahim, Md Sakib Ul Rahman, Akm Moshiur Rahman et al.
Sparse Adapter Fusion for Continual Learning in NLP
Min Zeng, Xi Chen, Haiqin Yang et al.
Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
Yifei Shen, Yilun Zhao, Justice Ou et al.
Coordinates from Context: Using LLMs to Ground Complex Location References
Tessa Masis, Brendan O'Connor
Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality
Sondre Wold, Étienne Simon, Erik Velldal et al.
Controlling Reading Ease with Gaze-Guided Text Generation
Andreas Säuberli, Darja Jepifanova, Diego Frassinelli et al.
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey
Julia Romberg, Christopher Schröder, Julius Gonsior et al.
Word Surprisal Correlates with Sentential Contradiction in LLMs
Ning Shi, Bradley Hauer, David Basil et al.
Contextual morphologically-guided tokenization for Latin encoder models
Marisa Hudspeth, Patrick J. Burns, Brendan O'Connor
Multi-Token Completion for Text Anonymization
Pulkit Madaan, Krithika Ramesh, Lisa Bauer et al.
Continual Neural Topic Model
Charu Karakkaparambil James, Waleed Mustafa, Marcio Monteiro et al.
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact
Hyunji Lee, Seunghyun Yoon, Yunjae Won et al.
H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents
Zihe Ye, Jingyuan Huang, Weixin Chen et al.
SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning
Renxi Wang, Honglin Mu, Liqun Ma et al.
CAPID: Context-Aware PII Detection for Question-Answering Systems
Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad et al.
Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts
Maida Aizaz, Quang Minh Nguyen
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference
Sai Gokhale, Devleena Das, Rajeev Patwari et al.
Long-Context Long-Form Question Answering for Legal Domain
Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha et al.
DIRECT: Directional Relevance in Conversational Trajectories
Anshuman Mourya, Rajdeep Mukherjee, Prerna Jolly et al.
RECAP: REwriting Conversations for Intent Understanding in Agentic Planning
Kushan Mitra, Dan Zhang, Hannah Kim et al.
Can Calibration of Positional Encodings Enhance Long Context Utilization?
Tom Zehle, Matthias Aßenmacher
Unsupervised Text Style Transfer for Controllable Intensity
Shuhuan Gu, Wenbiao Tao, Xinchen Ma et al.
ConVerse: Benchmarking Contextual Safety in Agent-to-Agent Conversations
Amr Gomaa, Ahmed Salem, Sahar Abdelnabi
Rethinking Schema Linking: A Context-Aware Bidirectional Retrieval Approach for Text-to-SQL
Md Mahadi Hasan Nahid, Davood Rafiei, Weiwei Zhang et al.
We Are What We Repeatedly Do: Improving Long Context Instruction Following
Preston K Robinette, Andrew Hard, Swaroop Ramaswamy et al.