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ORCIDLinfeng Song
- > Home > Persons > Linfeng Song
Publications
- 2024
[c68]Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. ACL (1) 2024: 1946-1965- [c67]Ante Wang, Linfeng Song, Baolin Peng, Lifeng Jin, Ye Tian, Haitao Mi, Jinsong Su, Dong Yu:
Improving LLM Generations via Fine-Grained Self-Endorsement. ACL (Findings) 2024: 8424-8436 - [c66]Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu:
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. LREC/COLING 2024: 666-676 - [c65]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Inconsistent dialogue responses and how to recover from them. EACL (Findings) 2024: 220-230 - [c64]Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu:
The Trickle-down Impact of Reward Inconsistency on RLHF. ICLR 2024 - [i61]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Inconsistent dialogue responses and how to recover from them. CoRR abs/2401.10353 (2024) - [i60]Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng:
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. CoRR abs/2402.09267 (2024) - [i59]Ante Wang, Linfeng Song, Baolin Peng, Ye Tian, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu:
Fine-Grained Self-Endorsement Improves Factuality and Reasoning. CoRR abs/2402.15631 (2024) - [i58]Lifeng Jin, Baolin Peng, Linfeng Song, Haitao Mi, Ye Tian, Dong Yu:
Collaborative decoding of critical tokens for boosting factuality of large language models. CoRR abs/2402.17982 (2024) - [i56]Xiangci Li, Linfeng Song, Lifeng Jin, Haitao Mi, Jessica Ouyang, Dong Yu:
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation. CoRR abs/2403.03496 (2024) - [i55]Ante Wang, Linfeng Song, Ye Tian, Baolin Peng, Lifeng Jin, Haitao Mi, Jinsong Su, Dong Yu:
Self-Consistency Boosts Calibration for Math Reasoning. CoRR abs/2403.09849 (2024) - [i54]Souvik Das, Lifeng Jin, Linfeng Song, Haitao Mi, Baolin Peng, Dong Yu:
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models. CoRR abs/2404.09338 (2024) - [i53]Ye Tian, Baolin Peng, Linfeng Song, Lifeng Jin, Dian Yu, Haitao Mi, Dong Yu:
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing. CoRR abs/2404.12253 (2024) - 2023
- [j13]Linfeng Song, Ante Wang
, Xiaoman Pan, Hongming Zhang, Dian Yu, Lifeng Jin, Haitao Mi, Jinsong Su, Yue Zhang, Dong Yu:
OpenFact: Factuality Enhanced Open Knowledge Extraction. Trans. Assoc. Comput. Linguistics 11: 686-702 (2023) - [j12]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. Trans. Assoc. Comput. Linguistics 11: 1537-1552 (2023) - [j11]Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu:
D$^{2}$PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 4004-4013 (2023) - [c62]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu:
SafeConv: Explaining and Correcting Conversational Unsafe Behavior. ACL (1) 2023: 22-35 - [c60]Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu:
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training. ACL (Findings) 2023: 8569-8588 - [c59]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu:
Friend-training: Learning from Models of Different but Related Tasks. EACL 2023: 232-247 - [i50]Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu:
Friend-training: Learning from Models of Different but Related Tasks. CoRR abs/2301.13683 (2023) - [i45]Baolin Peng, Linfeng Song, Ye Tian, Lifeng Jin, Haitao Mi, Dong Yu:
Stabilizing RLHF through Advantage Model and Selective Rehearsal. CoRR abs/2309.10202 (2023) - [i44]Lingfeng Shen, Sihao Chen, Linfeng Song, Lifeng Jin, Baolin Peng, Haitao Mi, Daniel Khashabi, Dong Yu:
The Trickle-down Impact of Reward (In-)consistency on RLHF. CoRR abs/2309.16155 (2023) - 2022
- [c54]Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea:
Hierarchical Context Tagging for Utterance Rewriting. AAAI 2022: 10849-10857 - [c51]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. EMNLP 2022: 233-247 - [c49]Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu:
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. EMNLP (Findings) 2022: 5296-5306 - [i41]Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu:
Distant finetuning with discourse relations for stance classification. CoRR abs/2204.12693 (2022) - [i39]Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea:
Hierarchical Context Tagging for Utterance Rewriting. CoRR abs/2206.11218 (2022) - [i36]Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo:
Learning a Grammar Inducer from Massive Uncurated Instructional Videos. CoRR abs/2210.12309 (2022) - [i34]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. CoRR abs/2211.04476 (2022) - 2021
- [c42]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. ACL/IJCNLP (2) 2021: 665-669 - [c37]Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu:
Instance-adaptive training with noise-robust losses against noisy labels. EMNLP (1) 2021: 5647-5663 - [c35]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. NAACL-HLT 2021: 1513-1524 - [c34]Lifeng Jin, Kun Xu, Linfeng Song, Dong Yu:
Distant Finetuning with Discourse Relations for Stance Classification. NLPCC (2) 2021: 484-495 - [i30]Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo:
Video-aided Unsupervised Grammar Induction. CoRR abs/2104.04369 (2021) - [i27]Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song:
Domain-Adaptive Pretraining Methods for Dialogue Understanding. CoRR abs/2105.13665 (2021) - 2020
- [c33]Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu:
Relation Extraction Exploiting Full Dependency Forests. AAAI 2020: 8034-8041
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last updated on 2024-09-18 00:15 CEST by the dblp team
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