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EMNLP - 2025
Total Papers:- 2090
Total Papers accross all years:- 14326
Total Citations :- 0
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Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient RL
Jessica Hoffmann |
Christiane Ahlheim |
Zac Yu |
Aria Walfrand |
Jarvis Jin |
Marie Tano |
Ahmad Beirami |
Erin MacMurray van Liemt |
Nithum Thain |
Hakim Sidahmed |
Lucas Dixon |
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
Lanxiao Huang |
Daksh Dave |
Tyler Cody |
Peter A. Beling |
Ming Jin |
CIE: Controlling Language Model Text Generations Using Continuous Signals
Vinay Samuel |
Harshita Diddee |
Yiming Zhang |
Daphne Ippolito |
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Fangyi Yu |
Nabeel Seedat |
Drahomira Herrmannova |
Frank Schilder |
Jonathan Richard Schwarz |
Decoding the Rule Book: Extracting Hidden Moderation Criteria from Reddit Communities
Youngwoo Kim |
Himanshu Beniwal |
Steven L. Johnson |
Thomas Hartvigsen |
Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents
Qibin Li |
Zhen Xu |
Shengyuan Bai |
Nianmin Yao |
Kaili Sun |
Bowen Wu |
Ying Li |
Baoxun Wang |
Detoxifying Large Language Models via the Diversity of Toxic Samples
Ying Zhao |
Yuanzhao Guo |
Xuemeng Weng |
Yuan Tian |
Wei Wang |
Yi Chang |
CROP: Contextual Region-Oriented Visual Token Pruning
Jiawei Guo |
Feifei Zhai |
Pu Jian |
Qianrun Wei |
Yu Zhou |
Steering LLM Reasoning Through Bias-Only Adaptation
Viacheslav Sinii |
Alexey Gorbatovski |
Artem Cherepanov |
Boris Shaposhnikov |
Nikita Balagansky |
Daniil Gavrilov |
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
Jingjin Wang |
Jiawei Han |
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI
Octavian Alexandru Trifan |
Jason Lee Weber |
Marc Titus Trifan |
Alexandru Nicolau |
Alexander Veidenbaum |
A Reasoner for Real-World Event Detection: Scaling Reinforcement Learning via Adaptive Perplexity-Aware Sampling Strategy
Xiaoyun Zhang |
Jingqing Ruan |
Xing Ma |
Yawen Zhu |
Jiansong Chen |
Ke Zeng |
Xunliang Cai |
Constructions are Revealed in Word Distributions
Joshua Rozner |
Leonie Weissweiler |
Kyle Mahowald |
Cory Shain |
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Yang Wang |
Chenghao Xiao |
Chia-Yi Hsiao |
Zi Yan Chang |
Chi-Li Chen |
Tyler Loakman |
Chenghua Lin |
Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models
Sergio E. Zanotto |
Segun Aroyehun |
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