TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Papers

575,626 papers

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation

Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu et al.

2025-05-30RetrievalRAG
PaperCode
LLM Inference Enhanced by External Knowledge: A Survey

Yu-Hsuan Lin, Qian-Hui Chen, Yi-Jie Cheng, Jia-Ren Zhang, Yi-Hung Liu et al.

2025-05-30Knowledge GraphsHallucination
PaperCode
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion

Anum Afzal, Florian Matthes, Gal Chechik, Yftah Ziser

2025-05-30
PaperCode
Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model

Sihan Tan, Taro Miyazaki, Kazuhiro Nakadai

2025-05-30Text GenerationSign Language TranslationGloss-free Sign Language Translation
PaperCode
Unifying Language Agent Algorithms with Graph-based Orchestration Engine for Reproducible Agent Research

Qianqian Zhang, Jiajia Liao, Heting Ying, Yibo Ma, Haozhan Shen et al.

2025-05-30Mathematical Reasoning
PaperCode
Pangu DeepDiver: Adaptive Search Intensity Scaling via Open-Web Reinforcement Learning

Wenxuan Shi, Haochen Tan, Chuqiao Kuang, Xiaoguang Li, Xiaozhe Ren et al.

2025-05-30Question AnsweringReinforcement Learning
Paper
Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents

Fanhang Man, Huandong Wang, Jianjie Fang, Zhaoyi Deng, Baining Zhao et al.

2025-05-30
PaperCode
HiCaM: A Hierarchical-Causal Modification Framework for Long-Form Text Modification

Yuntao Shi, Yi Luo, Yeyun Gong, Chen Lin

2025-05-30Form
Paper
ScienceMeter: Tracking Scientific Knowledge Updates in Language Models

Yike Wang, Shangbin Feng, Yulia Tsvetkov, Hannaneh Hajishirzi

2025-05-30
PaperCode
Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation

Naila Shafirni Hidayat, Muhammad Dehan Al Kautsar, Alfan Farizki Wicaksono, Fajri Koto

2025-05-30FairnessContinual PretrainingMMLU+1
PaperCode
Proactive Guidance of Multi-Turn Conversation in Industrial Search

Xiaoyu Li, Xiao Li, Li Gao, Yiding Liu, Xiaoyang Wang et al.

2025-05-30Reinforcement LearningTransfer LearningKnowledge Distillation+1
Paper
Advantageous Parameter Expansion Training Makes Better Large Language Models

Naibin Gu, Yilong Chen, Zhenyu Zhang, Peng Fu, Zheng Lin et al.

2025-05-30
Paper
Automated Structured Radiology Report Generation

Jean-Benoit Delbrouck, Justin Xu, Johannes Moll, Alois Thomas, Zhihong Chen et al.

2025-05-30Benchmarking
Paper
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation

Lam Thanh Do, Aaditya Bodke, Pritom Saha Akash, Kevin Chen-Chuan Chang

2025-05-30Text RetrievalKeyphrase GenerationInformativeness
PaperCode
Semi-structured LLM Reasoners Can Be Rigorously Audited

Jixuan Leng, Cassandra A. Cohen, Zhixian Zhang, Chenyan Xiong, William W. Cohen et al.

2025-05-30
Paper
Are Any-to-Any Models More Consistent Across Modality Transfers Than Specialists?

Jiwan Chung, Janghan Yoon, Junhyeong Park, Sangeyl Lee, Joowon Yang et al.

2025-05-30
PaperCode
Intuitionistic Fuzzy Sets for Large Language Model Data Annotation: A Novel Approach to Side-by-Side Preference Labeling

Yimin Du

2025-05-30Large Language ModelLanguage Modelling
Paper
CLaSp: In-Context Layer Skip for Self-Speculative Decoding

Longze Chen, Renke Shan, Huiming Wang, Lu Wang, Ziqiang Liu et al.

2025-05-30
Paper
Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models

Mikhail L. Arbuzov, Alexey A. Shvets, Sisong Beir

2025-05-30Large Language Model
Paper
Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection

YiXuan Wang, Shiqi Zhou, Chuanzhe Guo, Qingfu Zhu

2025-05-30TAG
PaperCode
PreviousPage 416 of 28782Next