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EMNLP - 2025
Total Papers:- 2090
Total Papers accross all years:- 14326
Total Citations :- 0
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Reliable Evaluation and Benchmarks for Statement Autoformalization
Auguste Poiroux |
Gail Weiss |
Viktor Kunčak |
Antoine Bosselut |
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
Arvindh Arun |
Sumit Kumar |
Mojtaba Nayyeri |
Bo Xiong |
Ponnurangam Kumaraguru |
Antonio Vergari |
Steffen Staab |
Summarizing Speech: A Comprehensive Survey
Fabian Retkowski |
Maike Züfle |
Andreas Sudmann |
Dinah Pfau |
Shinji Watanabe |
Jan Niehues |
Alexander Waibel |
EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
Tao Zou |
Xinghua Zhang |
Haiyang Yu |
Minzheng Wang |
Fei Huang |
Yongbin Li |
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
Yingli Shen |
Wen Lai |
Shuo Wang |
Ge Gao |
Kangyang Luo |
Alexander Fraser |
Maosong Sun |
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning
Zezhong Wang |
Xingshan Zeng |
Weiwen Liu |
Yufei Wang |
Liangyou Li |
Yasheng Wang |
Lifeng Shang |
Xin Jiang |
Qun Liu |
Kam-Fai Wong |
SAKI-RAG: Mitigating Context Fragmentation in Long-Document RAG via Sentence-level Attention Knowledge Integration
Wenyu Tao |
Xiaofen Xing |
Zeliang Li |
Xiangmin Xu |
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models
Weijia Xu |
Nebojsa Jojic |
Nicolas Le Roux |
Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
Zeping Yu |
Yonatan Belinkov |
Sophia Ananiadou |
On Relation-Specific Neurons in Large Language Models
Yihong Liu |
Runsheng Chen |
Lea Hirlimann |
Ahmad Dawar Hakimi |
Mingyang Wang |
Amir Hossein Kargaran |
Sascha Rothe |
François Yvon |
Hinrich Schuetze |
PerspectiveMod: A Perspectivist Resource for Deliberative Moderation
Eva Maria Vecchi |
Neele Falk |
Carlotta Quensel |
Iman Jundi |
Gabriella Lapesa |
Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
Mohammad Beigi |
Ying Shen |
Parshin Shojaee |
Qifan Wang |
Zichao Wang |
Chandan K. Reddy |
Ming Jin |
Lifu Huang |
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency
Ehsan Doostmohammadi |
Marco Kuhlmann |
Mondrian: A Framework for Logical Abstract (Re)Structuring
Elizabeth Grace Orwig |
Shinwoo Park |
Hyundong Jin |
Yo-Sub Han |
Multimedia Event Extraction with LLM Knowledge Editing
Jiaao Yu |
Yijing Lin |
Zhipeng Gao |
Xuesong Qiu |
Lanlan Rui |
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