conftrace_

Generation

11,987 papers (2 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Generation (5,089) Dialogue Systems (2,880) Language Modeling (2,693) Summarization (1,882) Retrieval-Augmented Generation (403)

Papers per year

1

2

2

5

7

5

3

3

2

9

9

7

11

94

253

465

735

1,013

1,088

1,540

1,638

2,092

2,500

503

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025 LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025 LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination ICML 2025 LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025 LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025 LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises NAACL 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ACL 2025 LLM-Friendly Knowledge Representation for Customer Support COLING 2025 LLM-Human Pipeline for Cultural Grounding of Conversations NAACL 2025 LLM-Independent Adaptive RAG: Let the Question Speak for Itself EMNLP 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025 LLM-RG4: Flexible and Factual Radiology Report Generation Across Diverse Input Contexts AAAI 2025 LLM Roleplay: Simulating Human-Chatbot Interaction ACL 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 LLMs as Architects and Critics for Multi-Source Opinion Summarization IJCNLP 2025 LLMs as Meta-Reviewers’ Assistants: A Case Study NAACL 2025 LLMs can be easily Confused by Instructional Distractions ACL 2025 LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025 LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025 LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025 LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks ACL 2025