Papers
44,243 papers found
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
Could you BE more sarcastic? A Cognitive Approach to Bidirectional Sarcasm Understanding in Language Models
Veer Chheda, Avantika Sankhe, Atharva Vinay Sankhe
Mitigating Forgetting in Continual Learning with Selective Gradient Projection
Anika Singh, David Martinez, Aayush Dhaulakhandi et al.
Source Attribution for Large Language Models
Vipula Rawte, Koustava Goswami, Puneet Mathur et al.
Continual Learning in Large Language Models: Foundations to Frontiers
P. K. Srijith, Shrey Satapara, Sarath Chandar
NLP for Affective Science: Exploring Fundamental Questions on Emotions through Language and Computation
Krishnapriya Vishnubhotla, Saif M. Mohammad
Beyond Guardrails: Advanced Safety for Large Language Models — Monolingual, Multilingual and Multimodal Frontiers
Somnath Banerjee, Rima Hazra, Animesh Mukherjee
Supporting Plain Language Summarization of Psychological Meta-Analyses with Large Language Models
Yarik Menchaca Resendiz, Martin Kerwer, Anita Chasiotis et al.
SimAgents: Bridging Literature and the Universe Via A Multi-Agent Large Language Model System
Xiaowen Zhang, Zhenyu Bi, Patrick LaChance et al.
StanceMining: An open-source stance detection library supporting time-series and visualization
Benjamin Steel, Derek Ruths
ShortCheck: Checkworthiness Detection of Multilingual Short‐Form Videos
Henrik Vatndal, Vinay Setty
ChartEval: LLM-Driven Chart Generation Evaluation Using Scene Graph Parsing
Kanika Goswami, Puneet Mathur, Ryan A. Rossi et al.
MPF: Aligning and Debiasing Language Models post Deployment via Multi-Perspective Fusion
Xin Guan, Pei-Hsin Lin, Zekun Wu et al.
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
Donghyeon Ko, Sohee Yang, Donghyun Kwak et al.
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection
Tiankai Yang, Junjun Liu, Michael Siu et al.
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Jimmy Dani, Ausmit Mondal et al.
“Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection
Muhammad Haroon, Magdalena Wojcieszak, Anshuman Chhabra
Multilingual Political Views of Large Language Models: Identification and Steering
Daniil Gurgurov, Katharina Trinley, Ivan Vykopal et al.
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras Velasco et al.
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
Ashok Urlana, Gopichand Kanumolu, Charaka Vinayak Kumar et al.
SiLQ: Simple Large Language Model Quantization-Aware Training
Steven K. Esser, Jeffrey L McKinstry, Deepika Bablani et al.
Distillation versus Contrastive Learning: How to Train Your Rerankers
Zhichao Xu, Zhiqi Huang, Shengyao Zhuang et al.
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models
Ercong Nie, Shuzhou Yuan, Bolei Ma et al.