← Authors

Haitao Mi

60 papers · 2008–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) πŸƒ Academic Marathon (17) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (61) 🀝 Dynamic Duo (22) πŸ† Grand Slam 🌱 Topic Pioneer 🧬 Topic Evolution ❓ The Questioner ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (127) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (59)

Conferences

ACL (18) EMNLP (16) COLING (8) IJCNLP (6) EACL (3) ICLR (3) AAAI (1) CONLL (1) ICML (1) IJCAI (1) NAACL (1) NIPS (1)

Top co-authors

Dong Yu (23) Linfeng Song (17) Qun Liu (15) Lifeng Jin (13) Baolin Peng (9) Liang Huang (9) Yang Liu (8) Ye Tian (8) Dian Yu (7) Zhiguo Wang (7)

Keywords

large language model (7) unsupervised parsing (3) web agent (3) hierarchical language modeling (2) differentiable tree (2) monte carlo tree search (2) cky parsing (2) hallucination mitigation (2) response generation (2) grammar induction (2) dialogue system (2) mathematical reasoning (2) recursive transformer (2) language model (2) reinforcement learning (2) self-supervised learning (1) direct preference optimization (1) temporal difference learning (1) embedding learning (1) semi-supervised learning (1)

Papers

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026
Low-Bit Quantization Favors Undertrained LLMs ACL 2025
WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025
WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025
Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models ICML 2025
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning ICLR 2025
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search ICLR 2025
A Knowledge Plug-and-Play Test Bed for Open-domain Dialogue Generation COLING 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
Self-Consistency Boosts Calibration for Math Reasoning EMNLP 2024
Inconsistent dialogue responses and how to recover from them EACL 2024
The Trickle-down Impact of Reward Inconsistency on RLHF ICLR 2024
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024
Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024
Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023
SafeConv: Explaining and Correcting Conversational Unsafe Behavior ACL 2023
Friend-training: Learning from Models of Different but Related Tasks EACL 2023
More Than Spoken Words: Nonverbal Message Extraction and Generation EMNLP 2023
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation EMNLP 2022
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup EMNLP 2022
Learning a Grammar Inducer from Massive Uncurated Instructional Videos EMNLP 2022
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling IJCNLP 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment IJCNLP 2021
A Dialogue-based Information Extraction System for Medical Insurance Assessment ACL 2021
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling ACL 2021
IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation Analysis IJCAI 2021
Coverage Embedding Models for Neural Machine Translation EMNLP 2016
Supervised Attentions for Neural Machine Translation EMNLP 2016
Sentence Similarity Learning by Lexical Decomposition and Composition COLING 2016
Semi-supervised Clustering for Short Text via Deep Representation Learning CONLL 2016
Vocabulary Manipulation for Neural Machine Translation ACL 2016
Feature Optimization for Constituent Parsing via Neural Networks IJCNLP 2015
Feature Optimization for Constituent Parsing via Neural Networks ACL 2015
Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice NAACL 2015
Hierarchical MT Training using Max-Violation Perceptron ACL 2014
A Structured Language Model for Incremental Tree-to-String Translation COLING 2014
Max-Violation Perceptron and Forced Decoding for Scalable MT Training EMNLP 2013
Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding EMNLP 2013
A novel dependency-to-string model for statistical machine translation EMNLP 2011
Rule Markov Models for Fast Tree-to-String Translation ACL 2011
Machine Translation with Lattices and Forests COLING 2010
Efficient Incremental Decoding for Tree-to-String Translation EMNLP 2010
Learning Lexicalized Reordering Models from Reordering Graphs ACL 2010
Constituency to Dependency Translation with Forests ACL 2010
An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation COLING 2010
Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation COLING 2010
Joint Decoding with Multiple Translation Models ACL 2009
Joint Decoding with Multiple Translation Models IJCNLP 2009
Sub-Sentence Division for Tree-Based Machine Translation IJCNLP 2009
Lattice-based System Combination for Statistical Machine Translation EMNLP 2009
Sub-Sentence Division for Tree-Based Machine Translation ACL 2009
Refinements in BTG-based Statistical Machine Translation IJCNLP 2008
Forest-based Translation Rule Extraction EMNLP 2008
Word Lattice Reranking for Chinese Word Segmentation and Part-of-Speech Tagging COLING 2008
Forest-Based Translation ACL 2008