Title
Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow Ziyu Zhou Yihang Wu J. Yang Zhan Xiao Rongjun Li LRM 147 1 0 13 May 2025
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration HamidReza Imani Jiaxin Peng Peiman Mohseni Abdolah Amirany Tarek A. El-Ghazawi MoE 346 1 0 10 May 2025
Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM Zehao Fan Garrett Gagnon Zhenyu Liu Liu Liu 230 0 0 09 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zizhuo Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 995 2 0 06 May 2025
Emotions in the Loop: A Survey of Affective Computing for Emotional Support Karishma Hegde Hemadri Jayalath 186 4 0 02 May 2025
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts Qingyue Wang Qi Pang Xixun Lin Shuai Wang Daoyuan Wu MoE 288 2 0 24 Apr 2025
Alleviating the Fear of Losing Alignment in LLM Fine-tuningIEEE Symposium on Security and Privacy (S&P), 2025 Kang Yang Guanhong Tao X. Chen Jun Xu 234 7 0 13 Apr 2025
Summarizing Speech: A Comprehensive Survey Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Jan Niehues Alexander H. Waibel 416 0 0 10 Apr 2025
PreSumm: Predicting Summarization Performance Without SummarizingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 194 0 0 07 Apr 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs Ankush Raut Xiaofeng Zhu Maria Leonor Pacheco 241 2 0 07 Apr 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Yang Li 233 1 0 30 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 425 1 0 27 Mar 2025
Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer Alexandra DeLucia Mark Dredze 325 0 0 20 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 240 5 0 18 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 311 5 0 14 Mar 2025
Uncertainty-Aware Decoding with Minimum Bayes RiskInternational Conference on Learning Representations (ICLR), 2025 Nico Daheim Clara Meister Thomas Möllenhoff Iryna Gurevych 272 8 0 07 Mar 2025
Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng CLL 252 3 0 01 Mar 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 210 3 0 26 Feb 2025
Constraining Sequential Model Editing with Editing Anchor CompressionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Hao-Xiang Xu Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 218 1 0 25 Feb 2025
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation Shilong Hou Ruilin Shang Zi Long Xianghua Fu Yin Chen 214 1 0 24 Feb 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 214 4 0 24 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 664 19 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use ItAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 333 0 0 20 Feb 2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text GenerationInternational Conference on Learning Representations (ICLR), 2025 Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 233 3 0 20 Feb 2025
Neural Attention Search Difan Deng Marius Lindauer 478 0 0 18 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yi Wang Fenghua Weng Shangshang Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 333 5 0 17 Feb 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 S. Poddar Paramita Koley Janardan Misra Niloy Ganguly Saptarshi Ghosh Saptarshi Ghosh 333 4 0 08 Feb 2025
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective Yuan Feng Junlin Lv Yuhang Cao Xike Xie S.Kevin Zhou 241 9 0 06 Feb 2025
Irrational Complex Rotations Empower Low-bit Optimizers Zhen Tian Wayne Xin Zhao Ji-Rong Wen MQ 211 0 0 22 Jan 2025
Merging Feed-Forward Sublayers for Compressed Transformers Neha Verma Kenton W. Murray Kevin Duh AI4CE 360 0 0 10 Jan 2025
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 347 3 0 15 Dec 2024
Learning to Verify Summary Facts with Fine-Grained LLM FeedbackInternational Conference on Computational Linguistics (COLING), 2024 Jihwan Oh J. Choi Nicole Hee-Yeon Kim Taewon Yun Hwanjun Song SyDa ALM HILM 277 2 0 14 Dec 2024
CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs Abhas Kumar Kapil Pathak Rajesh Kavuru Prabhakar Srinivasan 211 0 0 03 Dec 2024
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation S. Ramprasad Byron C. Wallace LLMAG HILM 547 8 0 25 Nov 2024
Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation Fahao Chen Peng Li Zicong Hong Zhou Su Song Guo MoMe MoE 219 3 0 23 Nov 2024
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM InferenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Janghwan Lee Jiwoong Park Jinseok Kim Yongjik Kim Jungju Oh Jinwook Oh Jungwook Choi 276 8 0 15 Nov 2024
Model Fusion through Bayesian Optimization in Language Model Fine-TuningNeural Information Processing Systems (NeurIPS), 2024 Chaeyun Jang Hyungi Lee Jungtaek Kim Juho Lee MoMe 354 4 0 11 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 372 0 0 07 Nov 2024
VERITAS: A Unified Approach to Reliability Evaluation Rajkumar Ramamurthy Meghana Arakkal Rajeev Oliver Molenschot James Zou Nazneen Rajani HILM 228 1 0 05 Nov 2024
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed AlternativesNeural Information Processing Systems (NeurIPS), 2024 Vincent Hanke Tom Blanchard Franziska Boenisch Iyiola Emmanuel Olatunji Michael Backes Adam Dziedzic PILM 328 16 0 02 Nov 2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Krishna Teja Chitty-Venkata Siddhisanket Raskar B. Kale Farah Ferdaus Aditya Tanikanti Ken Raffenetti Valerie Taylor M. Emani V. Vishwanath 342 29 0 31 Oct 2024
Dynamic Vocabulary Pruning in Early-Exit LLMs Jort Vincenti Karim Abdel Sadek Joan Velja Matteo Nulli Metod Jazbec 124 1 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 457 14 0 24 Oct 2024
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 164 0 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Haohan Yuan Haopeng Zhang 177 3 0 21 Oct 2024
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Hidetaka Kamigaito Hiroyuki Deguchi Yusuke Sakai Katsuhiko Hayashi Taro Watanabe 297 2 0 19 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiutian Zhao Ke Wang Wei Peng 128 7 0 17 Oct 2024
MARS: Multilingual Aspect-centric Review SummarisationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 168 1 0 13 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 351 6 0 11 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2024 Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 366 7 0 03 Oct 2024

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SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

27 November 2019

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Papers citing "SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization"

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Title
Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow Ziyu Zhou Yihang Wu J. Yang Zhan Xiao Rongjun Li LRM 147 1 0 13 May 2025
QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration HamidReza Imani Jiaxin Peng Peiman Mohseni Abdolah Amirany Tarek A. El-Ghazawi MoE 346 1 0 10 May 2025
Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM Zehao Fan Garrett Gagnon Zhenyu Liu Liu Liu 230 0 0 09 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zizhuo Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 995 2 0 06 May 2025
Emotions in the Loop: A Survey of Affective Computing for Emotional Support Karishma Hegde Hemadri Jayalath 186 4 0 02 May 2025
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts Qingyue Wang Qi Pang Xixun Lin Shuai Wang Daoyuan Wu MoE 288 2 0 24 Apr 2025
Alleviating the Fear of Losing Alignment in LLM Fine-tuningIEEE Symposium on Security and Privacy (S&P), 2025 Kang Yang Guanhong Tao X. Chen Jun Xu 234 7 0 13 Apr 2025
Summarizing Speech: A Comprehensive Survey Fabian Retkowski Maike Züfle Andreas Sudmann Dinah Pfau Jan Niehues Jan Niehues Alexander H. Waibel 416 0 0 10 Apr 2025
PreSumm: Predicting Summarization Performance Without SummarizingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Steven Koniaev Ori Ernst Jackie Chi Kit Cheung 194 0 0 07 Apr 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs Ankush Raut Xiaofeng Zhu Maria Leonor Pacheco 241 2 0 07 Apr 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Yang Li 233 1 0 30 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 425 1 0 27 Mar 2025
Can one size fit all?: Measuring Failure in Multi-Document Summarization Domain Transfer Alexandra DeLucia Mark Dredze 325 0 0 20 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 240 5 0 18 Mar 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs Ivan Kartáč Mateusz Lango Ondrej Dusek ELM 311 5 0 14 Mar 2025
Uncertainty-Aware Decoding with Minimum Bayes RiskInternational Conference on Learning Representations (ICLR), 2025 Nico Daheim Clara Meister Thomas Möllenhoff Iryna Gurevych 272 8 0 07 Mar 2025
Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng CLL 252 3 0 01 Mar 2025
CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning Ping Zhang Zhaorui Zhang Sheng Di Yao Xin Benben Liu 210 3 0 26 Feb 2025
Constraining Sequential Model Editing with Editing Anchor CompressionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Hao-Xiang Xu Jun-Yu Ma Zhen-Hua Ling Ningyu Zhang Jia-Chen Gu KELM 218 1 0 25 Feb 2025
A General Pseudonymization Framework for Cloud-Based LLMs: Replacing Privacy Information in Controlled Text Generation Shilong Hou Ruilin Shang Zi Long Xianghua Fu Yin Chen 214 1 0 24 Feb 2025
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 214 4 0 24 Feb 2025
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse Jingbo Yang Bairu Hou Wei Wei Yujia Bao Shiyu Chang VLM 664 19 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use ItAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 333 0 0 20 Feb 2025
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text GenerationInternational Conference on Learning Representations (ICLR), 2025 Song Duong Florian Le Bronnec Alexandre Allauzen Vincent Guigue Alberto Lumbreras Laure Soulier Patrick Gallinari HILM 233 3 0 20 Feb 2025
Neural Attention Search Difan Deng Marius Lindauer 478 0 0 18 Feb 2025
DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model EditingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yi Wang Fenghua Weng Shangshang Yang Zhan Qin Minlie Huang Wenjie Wang KELM AAML 333 5 0 17 Feb 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 S. Poddar Paramita Koley Janardan Misra Niloy Ganguly Saptarshi Ghosh Saptarshi Ghosh 333 4 0 08 Feb 2025
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective Yuan Feng Junlin Lv Yuhang Cao Xike Xie S.Kevin Zhou 241 9 0 06 Feb 2025
Irrational Complex Rotations Empower Low-bit Optimizers Zhen Tian Wayne Xin Zhao Ji-Rong Wen MQ 211 0 0 22 Jan 2025
Merging Feed-Forward Sublayers for Compressed Transformers Neha Verma Kenton W. Murray Kevin Duh AI4CE 360 0 0 10 Jan 2025
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xiaochen Zhu Georgi Karadzhov Chenxi Whitehouse Andreas Vlachos DiffM 347 3 0 15 Dec 2024
Learning to Verify Summary Facts with Fine-Grained LLM FeedbackInternational Conference on Computational Linguistics (COLING), 2024 Jihwan Oh J. Choi Nicole Hee-Yeon Kim Taewon Yun Hwanjun Song SyDa ALM HILM 277 2 0 14 Dec 2024
CEGI: Measuring the trade-off between efficiency and carbon emissions for SLMs and VLMs Abhas Kumar Kapil Pathak Rajesh Kavuru Prabhakar Srinivasan 211 0 0 03 Dec 2024
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation S. Ramprasad Byron C. Wallace LLMAG HILM 547 8 0 25 Nov 2024
Communication-Efficient Sparsely-Activated Model Training via Sequence Migration and Token Condensation Fahao Chen Peng Li Zicong Hong Zhou Su Song Guo MoMe MoE 219 3 0 23 Nov 2024
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM InferenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Janghwan Lee Jiwoong Park Jinseok Kim Yongjik Kim Jungju Oh Jinwook Oh Jungwook Choi 276 8 0 15 Nov 2024
Model Fusion through Bayesian Optimization in Language Model Fine-TuningNeural Information Processing Systems (NeurIPS), 2024 Chaeyun Jang Hyungi Lee Jungtaek Kim Juho Lee MoMe 354 4 0 11 Nov 2024
The State and Fate of Summarization Datasets: A Survey Noam Dahan Gabriel Stanovsky HILM 372 0 0 07 Nov 2024
VERITAS: A Unified Approach to Reliability Evaluation Rajkumar Ramamurthy Meghana Arakkal Rajeev Oliver Molenschot James Zou Nazneen Rajani HILM 228 1 0 05 Nov 2024
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed AlternativesNeural Information Processing Systems (NeurIPS), 2024 Vincent Hanke Tom Blanchard Franziska Boenisch Iyiola Emmanuel Olatunji Michael Backes Adam Dziedzic PILM 328 16 0 02 Nov 2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Krishna Teja Chitty-Venkata Siddhisanket Raskar B. Kale Farah Ferdaus Aditya Tanikanti Ken Raffenetti Valerie Taylor M. Emani V. Vishwanath 342 29 0 31 Oct 2024
Dynamic Vocabulary Pruning in Early-Exit LLMs Jort Vincenti Karim Abdel Sadek Joan Velja Matteo Nulli Metod Jazbec 124 1 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 457 14 0 24 Oct 2024
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 164 0 0 21 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Haohan Yuan Haopeng Zhang 177 3 0 21 Oct 2024
Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Hidetaka Kamigaito Hiroyuki Deguchi Yusuke Sakai Katsuhiko Hayashi Taro Watanabe 297 2 0 19 Oct 2024
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xiutian Zhao Ke Wang Wei Peng 128 7 0 17 Oct 2024
MARS: Multilingual Aspect-centric Review SummarisationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Sandeep Sricharan Mukku Abinesh Kanagarajan Chetan Aggarwal Promod Yenigalla 168 1 0 13 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 351 6 0 11 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text GenerationAAAI Conference on Artificial Intelligence (AAAI), 2024 Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 366 7 0 03 Oct 2024

1 2 3 4 5 6 7 8 9