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<h2>2024</h2>
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<span class="tag_conference">Conference</span><span><b>Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG scenario</b></span>
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<p><em>Feiteng Mu, Yong Jiang, Liwen Zhang, Liuchu, <b>Wenjie Li</b>, Pengjun Xie, Fei Huang.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b>Enhancing Tool Retrieval with Iterative Feedback from Large Language Models</b></span>
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<p><em>Qiancheng Xu, Yongqi Li, Heming Xia, <b>Wenjie Li</b>.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b>ICON: Improving Inter-Report consistency of Radiology Report Generation via Lesion-aware Mix-up Augmentation</b></span>
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<p><em>Wenjun Hou, Yi Cheng, Kaishuai Xu, Yan Hu, <b>Wenjie Li</b>, Jiang Liu.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b>Exploration-based Error Correction Learning for Embodied Agents</b></span>
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<p><em>Hanlin Wang, Chak Tou Leong, Jian Wang, <b>Wenjie Li</b>.</em></p>
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<p>In Findings of the Association for Computational Linguistics: EMNLP 2024.</p>
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<span class="tag_conference">Conference</span><span><b>SCREEN: A Benchmark for Situated Conversational Recommendation</b></span>
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<p><em>Dongding Lin, Jian Wang, Chak Tou Leong, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Muffin: Mitigating Unhelpfulness in Emotional Support Conversations with Multifaceted AI Feedback</b></span>
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<p><em>Jiashuo Wang, Chunpu Xu, Chak Tou Leong, <b>Wenjie Li</b>, Jing Li.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Instruct once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue</b></span>
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<p><em>Jian Wang, Chak Tou Leong, Jiashuo Wang, Dongding Lin, <b>Wenjie Li</b>, Xiaoyong Wei.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning</b></span>
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<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>A Causal Approach for Counterfactual Reasoning in Narratives</b></span>
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<p><em>Feiteng Mu, <b>Wenjie Li</b>.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment</b></span>
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<p><em>Kaishuai Xu, Yi Cheng, Wenjun Hou, Qiaoyu Tan, <b>Wenjie Li</b>.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization</b></span>
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<p><em>Shichao Sun, Ruifeng Yuan, Ziqiang Cao, <b>Wenjie Li</b>, Pengfei Liu.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding</b></span>
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<p><em>Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, <b>Wenjie Li</b>, Zhifang Sui.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>The Critique of Critique</b></span>
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<p><em>Shichao Sun, Junlong Li, Weizhe Yuan, Ruifeng Yuan, <b>Wenjie Li</b>, Pengfei Liu.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Distillation Enhanced Generative Retrieval</b></span>
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<p><em>Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, <b>Wenjie Li</b>, Tat-Seng Chua.</em></p>
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<p>Findings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond</b></span>
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<p><em>Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, <b>Wenjie Li</b>, Tat-Seng Chua.</em></p>
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<p>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024).</p>
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<span class="tag_conference">Conference</span><span><b>Contrastive Preference Learning for Neural Machine Translation</b></span>
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<p><em>He J.F., Sun S.C., Peng S, Xu J. Jia X.H. and <b>Li W.J.</b></em></p>
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<p>Findings of the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL’2024) Mexico City, Mexico, June 16-21, 2024.</p>
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<span class="tag_conference">Conference</span><span><b>Learning to Rank in Generative Retrieval</b></span>
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<p><em>Li Y.Q., Yang N., Wang L., Wei F.R. and <b>Li W.J.</b></em></p>
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<p>Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.</p>
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<span class="tag_conference">Conference</span><span><b>Cooper: Coordinating Specialized Agents towards A Complex Dialogue Goal</b></span>
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<p><em>Cheng Y., Liu W.G., Wang J., Leong C.T., Ouyang Y., <b>Li W.J.</b>, Wu X. and Zheng Y.F.</em></p>
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<p>Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI’2024), Vancouver, Canada, February 20-27, 2024.</p>
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<span class="tag_journal">Journal</span><span><b>Enhancing Narrative Commonsense Reasoning with Multi-Level Causal Knowledge</b></span>
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<p><em>Mu F.T. and <b>Li W.J.</b></em></p>
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<p>IEEE Transactions on Neural Networks and Learning Systems (TNNLS), March 20, 2024.</p>
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<span class="tag_journal">Journal</span><span><b>Target-constrained Bidirectional Planning for Goal-driven Dialogue Generation</b></span>
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<p><em>Wang J., Lin D.D. and <b>Li W.J.</b></em></p>
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<p>ACM Transactions on Information Systems (TOIS), March 7, 2024.</p>
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<span class="tag_journal">Journal</span><span><b>Dialogue Acts Enhanced Extract-Abstract Framework for Meeting Summarization</b></span>
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<p><em>Sun S.C., Yuan R.F., <b>Li W.J.</b>, Cao Z.Q. and Li S.J.</em></p>
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<p>Information Processing and Management, 61(3), No. 103635, May, 2024.</p>
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<span class="tag_journal">Journal</span><span><b>Alignment Efficient Image-Sentence Retrieval Considering Transferable Cross-Modal Representation Learning</b></span>
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<p><em>Yang Y., Li G.Y., Li L.Y., <b>Li W.J.</b> and Yang J.</em></p>
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<p>Frontiers of Computer Science, 18(1), No. 181335, 2024.</p>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://arxiv.org/html/2406.12429v2" target="_blank">Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG scenario</a></b></span>
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<h2>2023</h2>
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<span class="tag_conference">Conference</span><span><b>Detoxifying Language Models by Reversing Toxification</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.emnlp-main.269.pdf" target="_blank">Detoxifying Language Models by Reversing Toxification</a></b></span>
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<p><em>Leong C.T., Cheng Y., Wang J.S., Wang J. and <b>Li W.J.</b></em></p>
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<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp4433-4449.</p>
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<span class="tag_conference">Conference</span><span><b>Target-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.emnlp-main.72.pdf" target="_blank">Target-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation</a></b></span>
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<p><em>Wang J., Cheng Y., Lin D.D., Leong C.T. and <b>Li W.J.</b></em></p>
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<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp1132-1143.</p>
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<span class="tag_conference">Conference</span><span><b>VIBE: Topic-Driven Temporal Adaptation for Twitter Classification</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.emnlp-main.203.pdf" target="_blank">VIBE: Topic-Driven Temporal Adaptation for Twitter Classification</a></b></span>
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<p><em>Zhang Y.J., Li J. and <b>Li W.J.</b>, Li S.J., Zhou X.J., Yang Y., and Zhang J.</em></p>
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<p>Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp3340-3354.</p>
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<span class="tag_conference">Conference</span><span><b>RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.findings-emnlp.140/" target="_blank">RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning</a></b></span>
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<p><em>Hou W.J., Cheng Y., Xu K.S., <b>Li W.J.</b> and Liu J.</em></p>
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<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp2134-2147.</p>
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<span class="tag_conference">Conference</span><span><b>Data Selection Curriculum for Abstractive Text Summarization</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.findings-emnlp.537/" target="_blank">Data Selection Curriculum for Abstractive Text Summarization</a></b></span>
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<p><em>Sun S.C., Yuan R.F., He J.F., <b>Li W.J.</b> and Jia X.H.</em></p>
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<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp7990-7995.</p>
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<span class="tag_conference">Conference</span><span><b>KBioXLM: A Knowledge-Anchored Biomedical Multilingual Pretrained Model</b></span>
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<span class="tag_conference">Conference</span><span><b><a class="text-link" href="https://aclanthology.org/2023.findings-emnlp.751/" target="_blank">KBioXLM: A Knowledge-Anchored Biomedical Multilingual Pretrained Model</a></b></span>
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<p><em>Geng L., Yan X., Cao Z.Q., Li J.T., <b>Li W.J.</b>, Li S.J., Zhou X.J., Yang Y., and Zhang J.</em></p>
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<p>Findings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP’2023), Singapore, December 10-16, 2023, pp11239-11250.</p>

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