---
title: "Heng Ji — all works — Elamur Research"
description: "All 73 works of Heng Ji in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/heng-ji/works/"
---
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# Heng Ji — all works

73 works · [← Heng Ji](https://md.research.elamur.ai/free/en/authors/heng-ji/)

1. **[Joint Event Extraction via Structured Prediction with Global Features](https://md.research.elamur.ai/free/en/papers/li-2013-joint-event-extraction-structured-prediction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qi Li, Heng Ji, Liang Huang*2013 · 682 citations*
2. **[Cross-lingual Name Tagging and Linking for 282 Languages](https://md.research.elamur.ai/free/en/papers/pan-2017-cross-lingual-name-tagging-linking/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoman Pan, Boliang Zhang, Jonathan May, et al.*2017 · 670 citations*
3. **[Incremental Joint Extraction of Entity Mentions and Relations](https://md.research.elamur.ai/free/en/papers/li-2014-incremental-joint-extraction-entity-mentions/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qi Li, Heng Ji*2014 · 649 citations*
4. **[A Joint Neural Model for Information Extraction with Global Features](https://md.research.elamur.ai/free/en/papers/lin-2020-joint-neural-model-information-extraction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ying Lin, Heng Ji, Fei Huang, et al.*2020 · 602 citations*
5. **[Refining Event Extraction through Cross-Document Inference](https://md.research.elamur.ai/free/en/papers/ji-2008-refining-event-extraction-through-cross/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Heng Ji, Ralph Grishman*2008 · 578 citations*
6. **[Document-Level Event Argument Extraction by Conditional Generation](https://md.research.elamur.ai/free/en/papers/li-2021-document-level-event-argument-extraction/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sha Li, Heng Ji, Jiawei Han*2021 · 433 citations*
7. **[Visual Attention Model for Name Tagging in Multimodal Social Media](https://md.research.elamur.ai/free/en/papers/lu-2018-visual-attention-model-name-tagging/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Di Lu, Leonardo Neves, Vitor Carvalho, et al.*2018 · 361 citations*
8. **[Efficient Attentions for Long Document Summarization](https://md.research.elamur.ai/free/en/papers/huang-2021-efficient-attentions-long-document-summarization/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Luyang Huang, Shuyang Cao, Nikolaus Parulian, et al.*2021 · 336 citations*
9. **[Text Classification Using Label Names Only: A Language Model Self-Training Approach](https://md.research.elamur.ai/free/en/papers/meng-2020-text-classification-label-names-only/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yu Meng, Yunyi Zhang, Jiaxin Huang, et al.*2020 · 274 citations*
10. **[Zero-Shot Transfer Learning for Event Extraction](https://md.research.elamur.ai/free/en/papers/huang-2018-zero-shot-transfer-learning-event/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lifu Huang, Heng Ji, Kyunghyun Cho, et al.*2018 · 273 citations*
11. **[Factuality Challenges in the Era of Large Language Models](https://md.research.elamur.ai/free/en/papers/augenstein-2023-factuality-challenges-era-large-language/) [Nature Machine Intelligence](https://md.research.elamur.ai/free/en/venues/nature-machine-intelligence/)**Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.*2023 · 243 citations*
12. **[Translation between Molecules and Natural Language](https://md.research.elamur.ai/free/en/papers/edwards-2022-translation-between-molecules-natural-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Carl Edwards, Tuan Lai, Kevin Ros, et al.*2022 · 238 citations*
13. **[A Language-Independent Neural Network for Event Detection](https://md.research.elamur.ai/free/en/papers/feng-2016-language-independent-neural-network-event/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaocheng Feng, Lifu Huang, Duyu Tang, et al.*2016 · 226 citations*
14. **[Towards a Unified Multi-Dimensional Evaluator for Text Generation](https://md.research.elamur.ai/free/en/papers/zhong-2022-unified-multi-dimensional-evaluator-text/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ming Zhong, Yang Liu, Da Yin, et al.*2022 · 208 citations*
15. **[Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization](https://md.research.elamur.ai/free/en/papers/li-2019-keep-meeting-summaries-topic-abstractive/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Manling Li, Lingyu Zhang, Heng Ji, et al.*2019 · 190 citations*
16. **[A Novel Neural Topic Model and Its Supervised Extension ↗](https://doi.org/10.1609/aaai.v29i1.9499) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Ziqiang Cao et al.*2015 · 186 citations*
17. **[Liberal Event Extraction and Event Schema Induction ↗](https://aclanthology.org/P16-1025/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Lifu Huang et al.*2016 · 185 citations*
18. **[AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding ↗](https://aclanthology.org/D16-1144/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xiang Ren et al.*2016 · 184 citations*
19. [**Executable Code Actions Elicit Better LLM Agents arXiv:2402.01030**Xingyao Wang, Yangyi Chen, Lifan Yuan, et al.*2024 · 165 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-executable-code-actions-elicit-better/)
20. [**Graph-based Event Coreference Resolution Proceedings of the 2009 Workshop on Graph-based Methods for Natural Language Processing (TextGraphs-4)**Zheng Chen, Heng Ji*2009 · 151 citations*](https://md.research.elamur.ai/free/en/papers/chen-2009-graph-based-event-coreference-resolution/)
21. [**MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback arXiv:2309.10691**Xingyao Wang, Zihan Wang, Jiateng Liu, et al.*2023 · 141 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-mint-evaluating-llms-multi-turn/)
22. [**Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration arXiv:2307.05300**Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, et al.*2023 · 140 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-unleashing-emergent-cognitive-synergy-large/)
23. **[ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning](https://md.research.elamur.ai/free/en/papers/qin-2021-erica-improving-entity-relation-understanding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yujia Qin, Yankai Lin, Ryuichi Takanobu, et al.*2021 · 139 citations*
24. **[Cross-media Structured Common Space for Multimedia Event Extraction ↗](https://aclanthology.org/2020.acl-main.230/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Manling Li et al.*2020 · 137 citations*
25. **[Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries](https://md.research.elamur.ai/free/en/papers/edwards-2021-text2mol-cross-modal-molecule-retrieval/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Carl Edwards, ChengXiang Zhai, Heng Ji*2021 · 132 citations*
26. **[SciMON: Scientific Inspiration Machines Optimized for Novelty](https://md.research.elamur.ai/free/en/papers/wang-2023-scimon-scientific-inspiration-machines/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qingyun Wang, Doug Downey, Heng Ji, et al.*2023 · 131 citations*
27. **[Code4Struct: Code Generation for Few-Shot Event Structure Prediction](https://md.research.elamur.ai/free/en/papers/wang-2023-code4struct-code-generation-few-shot/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xingyao Wang, Sha Li, Heng Ji*2023 · 128 citations*
28. **[Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ↗](https://aclanthology.org/P17-1149/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yixin Cao et al.*2017 · 124 citations*
29. **[Low-Resource Name Tagging Learned with Weakly Labeled Data ↗](https://aclanthology.org/D19-1025/) Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yet**Yixin Cao et al.*2019 · 107 citations*
30. [**Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint arXiv:2312.11456**Wei Xiong, Hanze Dong, Chenlu Ye, et al.*2023 · 100 citations*](https://md.research.elamur.ai/free/en/papers/xiong-2023-iterative-preference-learning-human-feedback/)
31. **[R-Tuning: Instructing Large Language Models to Say ‘I Don't Know'](https://md.research.elamur.ai/free/en/papers/zhang-2024-r-tuning-instructing-large-language/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hanning Zhang, Shizhe Diao, Yong Lin, et al.*2024 · 99 citations*
32. **[LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models](https://md.research.elamur.ai/free/en/papers/han-2024-lm-infinite-zero-shot-extreme/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Chi Han, Qifan Wang, Hao Peng, et al.*2024 · 95 citations*
33. [**ToolRL: Reward is All Tool Learning Needs arXiv:2504.13958**Cheng Qian, Emre Can Acikgoz, Qi He, et al.*2025 · 94 citations*](https://md.research.elamur.ai/free/en/papers/qian-2025-toolrl-reward-all-tool-learning/)
34. **[Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach ↗](https://aclanthology.org/D17-1005/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Liyuan Liu et al.*2017 · 88 citations*
35. [**A Pairwise Event Coreference Model, Feature Impact and Evaluation for Event Coreference Resolution Proceedings of the Workshop on Events in Emerging Text Types**Zheng Chen, Heng Ji, Robert Haralick*2009 · 88 citations*](https://md.research.elamur.ai/free/en/papers/chen-2009-pairwise-event-coreference-model-feature/)
36. **[RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System ↗](https://aclanthology.org/2021.naacl-demos.16/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yet**Haoyang Wen et al.*2021 · 83 citations*
37. **[Entity-aware Image Caption Generation ↗](https://aclanthology.org/D18-1435/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Di Lu et al.*2018 · 81 citations*
38. **[CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser](https://md.research.elamur.ai/free/en/papers/wang-2016-camr-semeval-2016-task-8/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Chuan Wang, Sameer Pradhan, Xiaoman Pan, et al.*2016 · 80 citations*
39. **[CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models](https://md.research.elamur.ai/free/en/papers/qian-2023-creator-tool-creation-disentangling-abstract/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Cheng Qian, Chi Han, Yi Fung, et al.*2023 · 75 citations*
40. **[Biomedical Event Extraction based on Knowledge-driven Tree-LSTM ↗](https://aclanthology.org/N19-1145/) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yet**Diya Li et al.*2019 · 71 citations*
41. **[Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction ↗](https://aclanthology.org/2020.findings-emnlp.23/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Ranran Haoran Zhang et al.*2020 · 69 citations*
42. **[Using Semantic Relations to Refine Coreference Decisions](https://md.research.elamur.ai/free/en/papers/ji-2005-semantic-relations-refine-coreference-decisions/) [Human Language Technology Conference (HLT)](https://md.research.elamur.ai/free/en/venues/hlt/)**Heng Ji, David Westbrook, Ralph Grishman*2005 · 67 citations*
43. **[Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding ↗](https://aclanthology.org/2020.emnlp-main.568/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Jiaxin Huang et al.*2020 · 63 citations*
44. [**Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking arXiv:2402.09369**Yi Fung, Ruining Zhao, Jae Doo, et al.*2024 · 56 citations*](https://md.research.elamur.ai/free/en/papers/fung-2024-massively-multi-cultural-knowledge-acquisition/)
45. [**RM-R1: Reward Modeling as Reasoning arXiv:2505.02387**Xiusi Chen, Gaotang Li, Ziqi Wang, et al.*2025 · 49 citations*](https://md.research.elamur.ai/free/en/papers/chen-2025-rm-r1-reward-modeling-reasoning/)
46. **[Word Embeddings Are Steers for Language Models](https://md.research.elamur.ai/free/en/papers/han-2024-word-embeddings-are-steers-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chi Han, Jialiang Xu, Manling Li, et al.*2024 · 49 citations*
47. **[A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/lai-2021-context-dependent-gated-module-incorporating/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Tuan Lai, Heng Ji, Trung Bui, et al.*2021 · 48 citations*
48. **[Building a Cross-document Event-Event Relation Corpus ↗](https://aclanthology.org/W16-1701/) Proceedings of the 10th Linguistic Annotation Workshop held in conjunction with ACL 2016 (LAW-X 2016) · no summary yet**Yu Hong et al.*2016 · 45 citations*
49. **[Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning ↗](https://aclanthology.org/N16-1029/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Boliang Zhang et al.*2016 · 44 citations*
50. **[Event-Centric Natural Language Processing ↗](https://aclanthology.org/2021.acl-tutorials.2/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts · no summary yet**Muhao Chen et al.*2021 · 41 citations*
51. **[Incorporating Background Knowledge into Video Description Generation ↗](https://aclanthology.org/D18-1433/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Spencer Whitehead et al.*2018 · 41 citations*
52. **[Chemical-Reaction-Aware Molecule Representation Learning ↗](https://arxiv.org/abs/2109.09888) arXiv (Cornell University) · no summary yet**Hongwei Wang et al.*2021 · 40 citations*
53. **[RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios ↗](https://aclanthology.org/2022.naacl-demo.7/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations · no summary yet**Xinya Du et al.*2022 · 38 citations*
54. **[Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement](https://md.research.elamur.ai/free/en/papers/sun-2025-persona-db-efficient-large-language/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Chenkai Sun, Ke Yang, Revanth Gangi Reddy, et al.*2025 · 29 citations*
55. **[GLEN: General-Purpose Event Detection for Thousands of Types ↗](https://aclanthology.org/2023.emnlp-main.170/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sha Li et al.*2023 · 28 citations*
56. **[Wikification and Beyond: The Challenges of Entity and Concept Grounding ↗](https://aclanthology.org/P14-6004/) Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials · no summary yet**Dan Roth et al.*2014 · 28 citations*
57. **[Aligning LLMs with Individual Preferences via Interaction](https://md.research.elamur.ai/free/en/papers/wu-2025-aligning-llms-individual-preferences-interaction/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Shujin Wu, Yi R. Fung, Cheng Qian, et al.*2025 · 24 citations*
58. **[A Comparison of Event Representations in DEFT ↗](https://aclanthology.org/W16-1004/) Proceedings of the Fourth Workshop on Events · no summary yet**Ann Bies et al.*2016 · 23 citations*
59. **[Human-in-the-loop Schema Induction ↗](https://aclanthology.org/2023.acl-demo.1/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yet**Tianyi Zhang et al.*2023 · 22 citations*
60. **[Stage-wise Fine-tuning for Graph-to-Text Generation ↗](https://aclanthology.org/2021.acl-srw.2/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop · no summary yet**Qingyun Wang et al.*2021 · 22 citations*
61. [**Understanding Emergent In-Context Learning from a Kernel Regression Perspective arXiv:2305.12766**Chi Han, Ziqi Wang, Han Zhao, et al.*2023 · 21 citations*](https://md.research.elamur.ai/free/en/papers/han-2023-understanding-emergent-context-learning-kernel/)
62. **[Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding ↗](https://aclanthology.org/D18-1023/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Lifu Huang et al.*2018 · 20 citations*
63. [**Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models arXiv:2503.24377**Rui Wang, Hongru Wang, Boyang Xue, et al.*2025 · 16 citations*](https://md.research.elamur.ai/free/en/papers/wang-2025-harnessing-reasoning-economy-survey-efficient/)
64. **[Non-Sequential Graph Script Induction via Multimedia Grounding ↗](https://aclanthology.org/2023.acl-long.303/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yu Zhou et al.*2023 · 12 citations*
65. **[Learning Phrase Embeddings from Paraphrases with GRUs ↗](https://aclanthology.org/W17-5603/) Proceedings of the First Workshop on Curation and Applications of Parallel and Comparable Corpora · no summary yet**Zhihao Zhou, Lifu Huang, Heng Ji*2017 · 12 citations*
66. **[RPI-BLENDER TAC-KBP2013 Knowledge Base Population System ↗](https://openalex.org/W2183649036) Theory and applications of categories · no summary yet**Dian Yu et al.*2013 · 11 citations*
67. **[Multi-lingual Entity Discovery and Linking ↗](https://aclanthology.org/P18-5008/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yet**Avi Sil et al.*2018 · 9 citations*
68. **[Constrained information-theoretic tripartite graph clustering to identify semantically similar relations ↗](https://openalex.org/W2401789818) Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yet**Chenguang Wang et al.*2015 · 7 citations*
69. **[PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion ↗](https://aclanthology.org/2022.findings-emnlp.281/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Jianhao Shen et al.*2022 · 4 citations*
70. **[Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills ↗](https://doi.org/10.4230/lipics.esem.2026.62) arXiv (Cornell University) · no summary yet**Jiang, Pengcheng et al.*2025 · 3 citations*
71. **[Training-free Deep Concept Injection Enables Language Models for Video Question Answering ↗](https://aclanthology.org/2024.emnlp-main.1249/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xudong Lin et al.*2024 · 2 citations*
72. **[Current Agents Fail to Leverage World Model as Tool for Foresight](https://md.research.elamur.ai/free/en/papers/qian-2026-current-agents-fail-leverage-world/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Cheng Qian, Emre Can Acikgoz, Bingxuan Li, et al.*2026 · 1 citation*
73. **[Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis](https://md.research.elamur.ai/free/en/papers/mehri-2026-beyond-sample-level-feedback-reference/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Shuhaib Mehri, Xiusi Chen, Heng Ji, et al.*2026*